Data Science Course in Pune

Classroom • Live Online • Hybrid

Government-recognized, industry-relevant training by 3RI. Build a job-ready portfolio, practice with mock interviews, and get placement assistance from screening to HR.

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EMI
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10%
1st installment – 1st month of joining
70%
2nd installment – 2nd month
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Key Features

Course Duration : 5 months

Project Based Learning

Certification & Job Assistance

Real-Time Projects : 21

EMI Option Available

24 x 7 Support

Free Career Counselling

Overview - Data Science Course in Pune

Data Science Course Training in Pune

The Data Science Course in Pune offered by 3RI Technologies focuses on live, instructor-led training delivered by experienced industry professionals. The online training program is thoughtfully designed to match current local and global industry requirements. With the right skills and practical exposure, learners can build a strong and fast-growing career in this domain. Data science, artificial intelligence, and machine learning are changing how businesses function in the present day. 3RI Technologies’ Data Science Training in Pune was developed to promote this change. Having an in-depth knowledge of the subject helps students achieve long-term professional success.

The Data Science course is carefully structured by industry experts to ensure a balance of conceptual understanding and hands-on experience. It is designed to be cost-effective while still delivering real-world exposure. Data science is still one of the most in-demand professions of the 21st century, with lots of opportunities for growth. To meet the growing need for qualified data scientists, this program is updated on a regular basis.

Whether you are a fresher or a working professional from a software background, you will receive high-quality live training from experienced mentors. With the rapid growth of technology, having the right skills has become essential to stay relevant in the tech industry. Since massive volumes of data are generated every day across sectors, data science has become a critical function for organizations worldwide.

A data scientist uses modern tools and methods to gather insights from data and assist in making smart choices. The Data Science Course in Pune by 3RI Technologies is designed to help learners build data science skills from the ground up, based on their professional background. Studies show that core skills required for a data scientist include analysis, statistics, communication, machine learning, deep learning, and artificial intelligence, among others.

The Data Science course in Pune allows learners to revisit content and upgrade skills over time. 3RI Technologies also offers globally recognized certification support through industry collaborations. Personalized one-on-one live doubt-clearing sessions with skilled data science professionals help learners gain clarity at every stage. The cloud lab feature provides hands-on experience with real-time Data Science projects from leading organizations, along with expert guidance—making it easier to learn without leaving your current job.

Learners at 3RI Technologies can choose from multiple specialized domains. The domain you choose will determine how successful your career as a data scientist is. Career advisors review individual profiles and recommend the most suitable learning path, ensuring focused skill development and deeper expertise.

Nearly 2.5 quintillion bytes of data are generated daily, according to a Forbes analysis.  This rapid data growth has increased the demand for data scientists who can analyze, manage, and organize information for business use—creating vast career opportunities.

The learning modules in the Data Science course are customized based on the selected domain while keeping industry needs in mind. The training not only helps learners become proficient data scientists but also enables them to gain expertise in specific fields. 3RI Technologies stands out by allowing learners to specialize and grow with confidence.

This Data Science training program is a comprehensive course delivered through multiple structured modules. Learners from non-technical backgrounds receive additional coding support to help them progress smoothly alongside technical learners.

Who Should Join This Data Science Course?

Why Learn Data Science in 2025?

From startups to global companies, Data Science has become one of the highest-impact and highest-paying career paths. Businesses depend on data-driven decisions, and job roles like Data Analyst, BI Analyst, and Data Scientist are now among the fastest-growing roles in India and globally.

Hiring reports show that Data Science is consistently ranked among the top five most in-demand digital skills. Companies want professionals who can understand datasets, build predictive models, and create clear insights using tools like Python, SQL, Power BI, and machine learning algorithms. Completing a strong Data science training in Pune adds credibility and helps you stand out during hiring.

Whether you’re just starting or planning a career switch, this certification sets the right base before moving toward advanced AI, cloud analytics, or big data roles.

Who Should Join This Data Science Course?

This program is perfect for learners who want structured, beginner-friendly, and job-oriented Data Science learning.

Ideal for:

  • Freshers looking for Data science classes in Pune with placement
  • Students wanting job-ready skills in analytics
  • Working professionals switching from IT or non-IT domains
  • Software testers, developers, and support engineers exploring analytics
  • Marketing, finance, and HR professionals wanting to learn data storytelling
  • Anyone searching for a Data science course in Pune that includes hands-on projects and industry tools

No coding background is required. We start from basics and gradually move towards machine learning and visualization.

What Can You Learn from Data Science Training at 3RI Technologies?

The Data Science Course in Pune by 3RI Technologies is designed to take learners from basic data concepts to advanced machine learning and AI-driven applications in a clear and structured way. The program starts with core data analysis skills and gradually moves toward advanced topics, helping learners understand the complete data science lifecycle without feeling overwhelmed.

The Data Science training program combines strong theoretical foundations with hands-on practical learning. Students don’t just learn concepts like Python programming, statistics, data visualization, and predictive modeling—they apply them through guided, real-world projects based on actual industry use cases. Students gain an understanding of how data science operates in real-world businesses through this practical experience.

This training is suitable for freshers who want to enter the data science field, working professionals looking to upgrade their skills in a fast-changing industry, and career switchers aiming to move into data-driven roles. The course structure supports learners at every stage, regardless of their background.

The curriculum is delivered through industry-aligned modules, designed to match current market requirements at the time of enrollment. Assignments are practical and project-based, allowing learners to gain experience with popular tools such as Pandas, NumPy, Tableau, and SQL. By the end of the program, students are prepared to be job-ready with hands-on skills.

While learners progress at their own pace, The training follows to a structured learning process. Students gain confidence in understanding datasets, cleaning and organizing data, building statistical models, evaluating data quality, and finally developing and presenting machine learning models. They also learn how these models can be applied to solve real business problems, making the learning experience complete and industry-relevant.

 

Introduction to Data Science

  • What data science is & how companies use it
  • Analytics lifecycle & business understanding

Python Programming for Data

  • Python basics
  • NumPy, Pandas for data manipulation
  • Data cleaning, transformation & analysis

SQL for Data Management

  • Joins, subqueries, window functions
  • Database queries with real business examples

Statistics & Business Analytics

  • Descriptive & inferential statistics
  • Hypothesis testing
  • Probability, correlation, variance

Machine Learning Foundations

  • Regression & classification models
  • Model evaluation, accuracy improvement
  • End-to-end ML workflows

Data Visualization

  • Power BI dashboards
  • Interactive charts & reports
  • Data storytelling & KPI design

Capstone Projects

  • Multiple datasets from finance, HR, retail, and marketing
  • Project presentation & explanation support

This syllabus empowers learners to understand analytics from basics to model-building.

Advance Data Science with Gen AI Program in Pune with Placement Assistance

This program is designed for those who want to gain an advanced understanding of data science. The Advanced Data Science with Gen AI Program in Pune by 3RI Technologies helps learners build strong fundamentals along with real-world skills. To provide clarity and confidence, skilled instructors guide you through every learning phase. The course covers Deep Learning and Neural Networks, making it ideal for professionals planning a domain switch or career upgrade.

Highlights of the Advanced Data Science Course and AI Program in Pune

  • 250+ hours of interactive live training sessions
  • Global certification support
  • Dedicated career and placement assistance for professionals
  • Exposure to 20+ real-time industry-based projects

 

Data Science with GenAI Master’s Program in Pune with Placement Assistance

This program is designed to cover all the skills required to become a successful data scientist. The training is delivered by expert mentors with 9+ years of industry experience, ensuring practical and job-ready learning. The course includes data structures and algorithms, business analytics, and core fundamentals to build a strong foundation.

To make learning more practical and industry-relevant, 3RI Technologies’ Data Science Course offers hands-on experience through domain-specific industrial projects. Learners also get unlimited access to learning resources, allowing them to revise and upskill at their own pace.

 

Data Science Trends in Pune

Industry experts predict that by 2026, the demand for data scientists will reach nearly 1,105 million jobs worldwide. Both government and private organizations rely heavily on data scientists to operate efficiently and make informed decisions. 3RI Technologies offers flexible learning options to match different learner needs. You can opt for online or classroom training to pursue a Data Science course in Pune, along with access to recorded sessions so you can learn anytime at your convenience.

 

Best Data Science Training Institute in Pune

If you are looking for the Best Data Science Training Institute in Pune, you are in the right place. 3RI Technologies delivers live, instructor-led training at reasonable fees without compromising on quality. If your goal is to grow and stand out in your domain, enrolling in a data science program at 3RI Technologies can be a smart career move. The institute has successfully guided 500+ learners toward achieving their career goals.

Why 3RI Technologies Stands Out

Why Choose 3RI Technologies for Data Science Training?

With 15+ years of training experience, 3RI Technologies is known as one of the best data analytics and Data science training institutes in Pune. Our course is designed with a focus on practicality, project-based learning, and placement preparation.

Key Highlights

  • Training by experienced Data Scientists and Analysts
  • 100% practical, hands-on learning with real datasets
  • Python, SQL, Statistics, Machine Learning & Power BI covered
  • Offline, online, and hybrid batches available
  • Dedicated placement assistance
  • Beginner-friendly learning approach with doubt-solving sessions

Our goal is to build strong data-thinking and analytical skills, not just tool knowledge.

 

Why 3RI Technologies Stands Out

As an ISO-certified institute, we follow a structured learning system that ensures learners gain real confidence in analytics tasks.

Our Credentials:

  • ISO 9001:2015 Certified
  • 4.8★ average rating across all learning platforms
  • 50,000+ trained students across India
  • Trusted by corporate and academic partners for analytics training

This credibility makes our program one of the best choices for Data science classes in Pune that offer hands-on experience and placement support.

 

Project-Based Learning Approach

We don’t rely on theory alone. Every learner works on multiple real-world datasets so they can apply concepts in business scenarios. Some of the projects include:

  • Retail sales forecasting
  • Employee attrition prediction
  • Marketing campaign analysis
  • Customer churn prediction
  • Loan risk assessment
  • Power BI KPI dashboards
  • E-commerce product performance analytics

These projects help students build a strong portfolio for interviews and internships, supporting anyone looking for Data science placement in Pune

Why One Should Take The Data Science Course?

Let’s face it—terms like “data pipelines” and “algorithms” can sound intimidating, especially if you don’t come from a tech background. The positive aspect is that data science is not limited to just programmers or engineers. At 3RI Technologies, some of our top-performing students began their journey in fields like HR, finance, marketing, and even education. Learning Data Science is a bit like mastering a new skill—it can feel awkward at first, but with time, the pieces start to fall into place. You don’t need prior coding experience to thrive. Our Data Science Certificate in Pune is built for beginners, offering structured guidance through tools like Python, Excel, and SQL from the ground up. One of our former learners, a BCom graduate, now works as a junior data analyst at a leading MNC in Pune. What made the difference? Regular practice, strong mentorship, and the mindset that it’s never too late to make a shift. So if you’re from a non-technical background, don’t rule yourself out—Data Science might just be the fresh, fulfilling career move you didn’t see coming.

In modern day technology-pushed international, the importance of Data Science can’t be overstated. It is important for making informed and strategic decisions in present-day virtual world. Opting for Data Science Course in Pune route equips you with valuable competencies like coding, machine studying, and facts visualization. You can go for the following opportunities:

  • Diverse programs: Data science is applicable in diverse industries consisting of healthcare, finance, and e-commerce.
  • Essential enterprise device: Businesses depend closely on facts evaluation for selection making.
  • Challenging work: Data technology is intellectually stimulating and entails problem-fixing.
  • Perpetual Learning Curve: The constantly evolving area ensures lifelong mastering.
  • Scope for R&D: Data scientists frequently work on modern-day generation.

Improved decision-making abilities: Data technology complements one’s analytical and choice-making talents.

Don’t Worry If You’re From a Non-IT Background

Let’s be real—terms like algorithms or data pipelines can sound intimidating if you don’t come from a technical background. It may seem like entering an unknown space. But the good news is this: Data Science is not limited to programmers or engineers. Many successful learners at 3RI Technologies started their journey from non-technical fields such as marketing, HR, finance, commerce, and even education.

Learning data science is similar to learning a new language or ability. It may seem confusing at first, and that’s just normal. However, once you understand the basics, everything starts to fall into place. You don’t need prior coding experience to succeed. The Data Science Certificate in Pune by 3RI Technologies is designed to start from the ground up, offering step-by-step guidance in tools like Python, Excel, and SQL, helping you gain confidence gradually.

We’ve seen learners transform their careers through steady practice, expert mentorship, and the mindset that learning has no age or background limits. One of these students, a recent BCom graduate, is currently employed as a junior data analyst at a renowned MNC in Pune. The key to success was consistent effort, clear guidance, and belief in the process.

thus, never doubt yourself if you don’t have an IT background. Data science could turn out to be one of the most surprising and rewarding career choices you make.

Once you complete the Data Science course at 3RI Technologies, you don’t just leave with theoretical knowledge—you step into a world of real career opportunities. Whether you see yourself starting as a Data Analyst, turning raw numbers into meaningful business insights, or growing into a Machine Learning Engineer building intelligent prediction models, there’s a clear path ahead. If you aim higher, becoming a full-fledged Data Scientist is absolutely achievable with the right skills and guidance.

The best part? Data Science jobs in Pune are growing rapidly. Major tech hubs like Hinjewadi, Kharadi, and Magarpatta are home to companies actively looking for skilled data professionals. From established firms like TCS and Accenture to fast-growing startups, organizations across Pune are expanding their data teams.

Many learners who join 3RI Technologies begin with no prior coding experience. Yet, within months of completing the Data Science Course in Pune, they secure their first roles as Data Analysts. With continuous mentor support and dedicated data science placement assistance, students build strong portfolios and confidently crack their initial interviews. This kind of career transformation is something we see regularly at 3RI Technologies in Pune. With the right coaching and guidance, a high-paying Data Science career in Pune becomes a realistic and achievable goal—not just a dream.

 

Hurry Up — Join Now, Don’t Miss the Opportunity

If you’re thinking about starting a career in Data Science, now is the right time to act. Upcoming batches have limited seats, and early learners often gain the most from hands-on training and focused placement preparation. Still unsure? We offer a free demo session so you can experience the teaching approach, syllabus, and learning environment firsthand.

New Data Science batches in Pune are starting soon and tend to fill up quickly. Don’t wait until it’s too late—Take the first step towards achieving a strong analytical career by joining 3RI Technologies now.

 

You May Wonder If a Data Science Certification Is Really Worth It

The short answer is yes. Data Science and Analytics are creating a wide range of job opportunities across industries worldwide. In order to make better decisions and improve overall performance, businesses now understand the value of analysing historical data. As digital transformation continues across all areas of business, organizations are generating more data than ever before—making data analysis a critical need.

This rapid growth in data creation has led to a strong demand for skilled data science and analytics professionals. However, the number of qualified data scientists is still far lower than industry demand. This gap between supply and demand is one of the main reasons data science roles offer some of the highest salaries in the market.

A career as a Data Scientist is not only rewarding but also long-term and stable. With online data generation continuing to grow every year, the need for data professionals will only increase in the future. Investing in a Data Science certification can open doors to a high-paying, future-ready career with strong growth potential.

 

Why Choose 3RI Technologies Data Science Training Institute in Pune?

3RI Technologies Institute is one of Pune’s most well-known data science coaching centers. Our expertise lies in providing customized courses to both professionals and beginners across many industries. Qualified professors who are involved in the Data Science Sector oversee our industry-focused Data Science program. Our Data Science Trainers put a strong emphasis on valuable applications to get students ready for problems in the actual world of data science. In our Data science classes in Pune, we cover the basics of methodologies such as logistic regression, decision trees, random forests, and support vector machines (SVM).

In addition, we provide in-depth training in Python and R, giving our students the tools they need to create comprehensive data analytics pipelines. 3RI Technologies, the best Data Science Training Institute in Pune, is committed to providing top-notch instruction in Pune. Our training in Data Science techniques aims to equip participants with the skills and information needed to succeed in the quickly developing data science industry. They will, therefore, have an advantage over others in their data science career.

The above discussion is sufficient to throw light on the correlation that exists between the data professionals and the web developers, the business managers and all. A Data Scientist who possesses worthy skills is thus in high demand; and banners as reputed as Amazon, eBay and many more are eager to hire them at the earliest. Simply speaking, Data Scientists have become the direct determinants of business efficiency and profit optimization.

3RI Technologies is a Premier Institute offering well-structured Data Science Classes in Pune and it trains the candidates in the latest Data Science concepts apart from discussing the fundamentals and topics of core significance.

  • Certified capstone project
  • Job-focused training with interview preparation support
  • 100% live online instructor-led sessions
  • Structured and customized training for interviews
  • Smooth career transition even with no prior coding experience
  • Industry-aligned and updated curriculum

Career Growth in Data Science

 
Tips for Data Scientists Enrolling in a Data Science Course in Pune

Keep Your Skills Updated

The Data Science course in Pune focuses on a field that evolves very quickly. New tools, methods, and technologies emerge often, so continuous learning is essential. Stay updated by following online tutorials, attending workshops or conferences, reading research articles, and engaging with data science communities.

Learn Core Programming Languages

In data science, Python and R are commonly utilised for data processing, modelling, and analysis. Your work will be easier and more productive if you become skilled in these languages. Along with this, learning SQL is important for managing and querying databases, which is a daily task for data scientists.

Strengthen Statistics and Mathematics Basics

A strong foundation in statistics and mathematics is crucial for anyone pursuing a Data Science course in Pune. Focus on concepts such as probability, hypothesis testing, regression, and optimisation. When working with data, these fundamentals allow you to make confident and correct conclusions.

Improve Data Visualisation Skills

Learn tools such as Matplotlib, ggplot, and Tableau to present your findings effectively. Understanding colour usage, chart selection, and storytelling through visuals will help you communicate better with stakeholders.

Build Expertise in Machine Learning

Machine learning is at the core of data science. Learn popular algorithms like linear regression, decision trees, random forests, and neural networks. Understand where each model works best, how to evaluate performance, and how to tune models for better accuracy.

Focus on Data Cleaning and Preprocessing

A large part of a data scientist’s time goes into cleaning data. Learn how to manage and handle feature scaling, outliers, and missing values. Understand techniques such as data normalisation, one-hot encoding, and handling imbalanced datasets to prepare clean and reliable data for analysis.

Collaborate Effectively with Teams

Working with individuals from different professions is a common aspect of data science projects. Gain proficiency in communication so that you can clearly communicate complex ideas. Collaborating with business teams, engineers, and domain experts ensures that your work supports real business goals.

Stay Curious and Ask Questions

Curiosity is one of the most valuable traits in data science. Explore different perspectives, question assumptions, and dig deeper into the data. This mindset helps uncover hidden patterns and generate meaningful insights.

Follow Ethical Data Practices

While pursuing a Data Science course in Pune, you may work with sensitive or personal data. Understand data privacy laws and ethical guidelines. Always handle data responsibly, respect privacy, and ensure legal and ethical compliance in your work.

Keep Your Projects Organised

Well-structured projects make collaboration and maintenance easier. Document your code clearly, use version control tools, and organise your work so it can be easily reproduced. Good organisation saves time and improves team efficiency.

Take a Holistic Approach to Data Science

Building models is only one part of data science. Understand the problem context, business impact, and limitations of your data. Think critically, consider biases, and approach problems from multiple angles to deliver practical solutions.

Build a Strong Project Portfolio

A strong portfolio shows your abilities to prospective employers. Work on real-world projects, case studies, or participate in Kaggle competitions. This proves your ability to analyse data, build models, and generate useful insights.

Never Stop Learning

A Data Science course in Pune is not a one-time effort—It’s a continuous process of learning. Stay curious, experiment with new tools, explore advanced techniques, and keep improving your skills to stay ahead in this growing field.

 

After taking this Data Science course, what kinds of jobs are there in Data Science?

Did You Know?

The average salary of a data scientist in Pune is around ₹8,20,000 per year. With 3RI Technologies’ data science training in Pune, you can take confident steps toward building a successful career in this high-growth field.

In addition to online learning, 3RI Technologies also offers classroom-based training for Data Science, Machine Learning, and Artificial Intelligence courses in Pune, giving learners the flexibility to choose the mode that suits them best.

In order to prepare workers for employment in analytics, artificial intelligence, data visualization, statistics, and the function of a data scientist, 3RI Technologies provides  Data Science training in Pune. Our data science and machine learning course is ideal for professionals seeking careers in analytics, AI, data visualization, statistics, or data science. Data scientists with years of experience in the industry design our customized Data Science and Machine Learning Training Courses in Pune. The course covers R computing, integrating R with the Hadoop framework, and applying machine learning methods, such as decision trees, regression models, and K-means clustering, to real-world case studies.

With the use of these abilities, you will be ready for important positions like data scientists, which will boost sales for the company. You will adopt contemporary data techniques with the help of 3RI Technologies’ Data Science courses in Pune, enabling them to handle strategic tasks successfully. Our certified Data Scientists teach our Data Science classes, giving you the immediate practical knowledge they need to put what they have learned into practice and use machine learning to tackle challenging business problems.

Following completion of the training required for Data Science certification, the following are just a few of the numerous career choices in Data Science: 

Career Path

Description

Skills

Data Scientist

Evaluating and analyzing intricate datasets.

Data visualization abilities, machine learning, statistical analysis, and fluency in Python and R are all required.

Machine Learning Engineer

Constructing and implementing models for machine learning.

Algorithms for machine learning, model development and implementation, Python and related ML libraries mastery, and AWS SageMaker

Big Data Analyst

Large-scale dataset management and analysis.

Proficiency with SQL, AWS Glue, Athena, Redshift, and big data tools (Hadoop, Spark) are requirements for this role.

Cloud Data Engineer

Creating and putting into practice data storage solutions.

Creation of data pipelines, proficiency with database management, cloud storage (AWS S3), and familiarity with AWS services (Redshift).

Data Visualization Specialist

Making intelligent and interactive visualizations.

AWS Quicksight, design concepts, communication skills, and data visualization tools like Tableau and Power BI.

Meet Your Data Science Mentors

Meet Your Data Science Mentors

At 3RI Technologies, our mentors are experienced Data Scientists and Data Analysts who bring real industry expertise into the classroom. They have worked across domains including retail, banking, healthcare, telecom, and SaaS.

What Makes Our Trainers Different?

✔ 8–12 years of real analytics experience
✔ Strong knowledge of Python, SQL, ML, Power BI, cloud analytics
✔ Skilled at explaining complex concepts in a simple way
✔ Guided hundreds of learners transitioning from non-tech backgrounds
✔ Experienced with real-world data modeling and dashboarding, They help you not only learn tools but also understand how Data Science functions inside real companies.

How You’ll Learn With Us

Instead of a theory-heavy approach, our mentors follow a practical, project-driven learning model designed specifically for learners joining our Data science course in Pune. Every concept is taught through hands-on practice, real datasets, and step-by-step guidance so you can confidently apply Data Science skills in real business environments.

Learning Stage

Trainer Role

Outcome

Concept Building

Explain Data Science fundamentals, statistics, ML basics, and domain-specific examples

Strong analytical and ML foundation

Hands-on Labs

Mentor-led execution of Python notebooks, SQL queries, EDA, and model-building exercises

Practical, tool-based learning

Assignments & Projects

Review code, guide corrections, help simulate business case studies in ML, analytics, and dashboards

Job-ready project experience

Interview Preparation

Practice ML questions, case studies, scenario-based problem solving, and placement-oriented mock interviews

Confidence for Data Science hiring rounds

This teaching method ensures your learning is fully experiential, aligned with industry expectations, and suitable for freshers as well as professionals switching careers through our Data science training in Pune.

 

Built for Your Career Growth

Our mentors have worked directly in Data Science, Machine Learning, and analytics teams, giving them a deep understanding of hiring expectations for Data Scientists, Data Analysts, ML Engineers, and BI roles. While training you, they share real insights into how Data Science functions within modern organizations.

You gain clarity on:

  • How to approach ML interviews, case studies, and coding rounds
  • How Data Science projects are structured, from data collection to deployment
  • How Data Scientists collaborate with engineering, product, and business teams
  • Which skills (Python, SQL, Machine Learning, Statistics, Power BI, cloud basics) matter most for entry-to-mid-level roles
  • How to communicate insights and results clearly during interviews and real projects

They don’t just prepare you for a certificate — they prepare you for your first day as a Data Science professional, supporting learners who join our Data science classes in Pune with both technical mentorship and placement-focused guidance.

What type of jobs do I suit for after completing this data science course from Pune?

“Open Beat Work Parts with Information Science Course in Pune Upon completing our comprehensive Information Science program, you’ll have a one-of-a-kind combination of aptitudes that are exceedingly prized by beat bosses. Get ready to set out on a fulfilling career as a:

  • Data Analytics Expert: Drive trade development with data-driven bits of knowledge
  • Data Scientist: Open complex issues with cutting-edge procedures
  • Analytics Lead/Manager: Initiate data-driven activities and groups
  • Specialist in Statistical Programming: Ace the craftsmanship of information control and examination
  • Machine Learning (ML) Engineer: Plan and send shrewdly frameworks that drive development

Our course sets you up for victory in these in-demand parts, enabling you to flourish within the rapidly advancing information

The competition entirety of a data science curriculum in Pune can open the door to a wealth of professional possibilities. As a records scientist, you may discover an area in an extensive style of industries together with technology, healthcare, finance, e-trade, and greater. You ought to excel in roles like Data Analyst, Business Intelligence Analyst, Data Engineer, or maybe a Machine Learning Engineer. Your newfound competencies in data interpretation, predictive analytics, and trouble-solving will make you a valuable asset inside the digital global. You’ll be ready to make strategic selections, improve enterprise operations, and influence the trajectory of your company.

We are happy to help you 24/7

Syllabus- Data Science

The detailed syllabus is designed for freshers as well as working professionals

Decade Years Legacy of Excellence | Multiple Cities | Manifold Campuses | Global Career Offers

Module 1: Fundamentals of Statistics & Data Science

1. Fundamentals of Data Science and Mathematical statistics
    ● Introduction to Data Science
    ● Need of Data Science
    ● BigData and Data Science
    ● Data Science and machine learning
    ● Data Science Life Cycle
    ● Data Science Platform
    ● Data Science Use Cases
    ● Skill Required for Data Science

2. Mathematics For Data Science
    ● Linear Algebra-Matrices
        o Zero
        o One
        o Identify
        o Diagonal
        o Column
        o Row
        o Operations

3. Statistics for Data Science

   ● Structured and unstructured
   ● Measures of central tendency and dispersion
   ● Empirical Formula
   ● Confidence Interval
   ● Central Limit Theorem

4. Probability and Probability Distributions

   ● Probability Theory
   ● Conditional Probability
   ● Data Distribution
   ● Normal Distribution
   ● Binomial Distribution

5. Tests of Hypothesis
   ● Large Sample Test vs Small Sample Test
   ● One Sample: Testing Population Mean
   ● Hypothesis in One Sample z-test
   ● Two Sample: Testing Population Mean
   ● One Sample t-test – Two Sample t-test
   ● Chi-Square test

Module 2: MS Excel

1. Using a Spread sheet
   ● What is Excel?
   ● Why Use Excel?
   ● Excel Overview
   ● Excel Ranges, Selection of Ranges
   ● Excel Fill, Fill Copies, Fill Sequences, Sequence of Dates
   ● Excel adds, move, and delete cells
   ● Excel Formulas
   ● Relative and Absolute References

2. Functions
   ● SUM
   ● AVERAGE
   ● COUNT
   ● MAX & MIN
   ● RANDBETWEEN
   ● TRIM
   ● LEN
   ● CONCATENATE
   ● TODAY & NOW

3. Advanced Functions
   ● Excel IF Function
   ● Excel If Function with Calculations
   ● How to use COUNT, COUNTIF, and COUNTIFS Function?

4. Data Visualization
   ● Excel Data Analysis – Data Visualization
   ● Visualizing Data with Charts
   ● Chart Elements and Chart Styles
   ● Data Labels
   ● Quick Layout

Module 3: RDBMS: Basics of SQL

   ● An Introduction to RDBMS & SQL
   ● Data Retrieval with SQL
   ● Pattern matching with wildcards
   ● Basics of sorting
   ● Order by clause
   ● Aggregate functions
   ● Group by clause
   ● Having clause
   ● Nested queries
   ● Inner join
   ● Multi join
   ● Outer join
   ● Adding and Deleting columns
   ● Changing column name and Data Type
   ● Creating Table from existing Table
   ● Changing Constraints Foreign key

Module 4: Python for Data Science

1. An Introduction to Python
   ● Why Python , its Unique Feature and where to use it?
   ● Python environment Setup/shell
   ● Python Identifiers, Keywords

2. Conditional Statement ,Loops and File Handling
   ● Python Data Types and Variable
   ● Condition and Loops in Python
   ● Decorators
   ● Python Files and Directories manipulations

3. Python Core Objects and Functions
   ● String/List/Dictionaries/Tuple
   ● Python built in function
   ● Python user defined functions

4. Introduction to NumPy
   ● Array Operations
   ● Arrays Functions
   ● Array Mathematics
      o Mean
      o Standard Deviation
      o Max
      o Min
   ● Array Manipulation
      o Reshaping
      o Resizing
   ● Random function
   ● Transpose

5. Data Manipulation with Pandas
   ● Data Frames
   ● Series
   ● Creating Pandas DataFrame
   ● Selection in DFs
   ● Data Describe
   ● Data info
   ● Retrieving in DFs
   ● Reshaping the DFs – Pivot
   ● Combining DFs
      o Merge
      o Concatenation

6. Visualization with Matplotlib
   ● Matplotlib Installation
   ● Matplotlib Basic Plots & it’ s Containers
   ● Matplotlib components and properties
   ● Scatter plots
   ● Histograms
   ● Bar Graphs
   ● Pie Charts
   ● Box Plots

7. SciPy
   ● Hypothesis Testing using Scipy
   ● Shapiro Test
   ● Spearmaman Test
   ● T-Test of Independents
   ● Chi-Square Test

Module 5: Machine Learning

1. Exploratory Data Analysis
   ● Data Exploration
   ● Missing Value handling
   ● Outliers Handling
   ● Feature Engineering
   ● Train-Test Split
   ● Standard Scaler
   ● Min-Max Scaler
   ● Data Pre-processing
   ● Resampling
      o Up-Sampling
      o Down-Sampling

2. Machine Learning: Supervised Algorithms
   ● Introduction to Machine Learning
   ● Linear Regression
   ● Model Evaluation and performance
      o R2 Score and Adjusted R2 Score
      o Mean Squared Error
      o Root Mean Squared Error
   ● Gradient Descent
   ● Logistic Regression

3. Model Evaluation and performance
   ● Accuracy ,Precision
   ● Recall
   ● F1 Score
   ● Confusion Matrix
   ● Classification Report
   ● K-Fold Cross Validation
   ● ROC, AUC etc…
   ● K-Nearest Neighbor Algorithm
   ● Decision Tress
   ● Random Forest
   ● Support Vector Machines
   ● Hyper parameter tuning

4. Machine Learning: Unsupervised Learning Algorithms
   ● Similarity Measures
   ● K-Means Clustering
      o Elbow Method

5. Ensemble algorithms
   ● Bagging
   ● Boosting
   ● Principal Components Analysis

Module 6: Artificial Intelligence & Deep Learning

1. Artificial Intelligence
   ● An Introduction to Artificial Intelligence
   ● History of Artificial Intelligence
   ● Future and Market Trends in AI

2. Natural Language Processing
   ● Tokenization
   ● Part of Speech Tagging (POS Tagging)
   ● Named Entity Recognition
   ● Semantic Analysis
   ● Sentiment Analysis

3. Artificial Neural Network
   ● Understanding Artificial Neural Network
   ● The Activation Function ReLU and Softmax
   ● Building an ANN
   ● Evaluation the ANN

4. Conventional Neural Networks
   ● CNN Intuition
   ● Convolution Operation
   ● Filtering operation
   ● Padding on image
   ● Pooling Layer
      o Max Pooling
   ● Fully Connected Dense Layer
   ● Building a CNN
   ● Evaluating the CNN

5. Recurrent Neural Network
   ● RNN Intuition
   ● Building an RNN
   ● Evaluating the RNN
   ● LSTM in RNN

6. Time Series Data
   ● Introduction to Time series data
   ● Data cleaning in time series
   ● Pre-Processing Time-series Data
   ● Prediction in Time Series using LSTM
   ● Prediction in Time Series using ARIMA

Module 7: GIT: Complete Overview

1. Introduction to Git & Distributed Version Control
2. Life Cycle
3. Create clone & commit Operations
4. Push & Update Operations
5. Stash, Move, Rename & Delete Operations.

Module 8: Data Visualization with Power BI

Module 1: Introduction to Power BI

1. Introduction to Business Intelligence & Power BI
   ● Need for Business Intelligence
   ● Evolution of Power BI
   ● What is Power BI? Features & Components

2. Power BI Ecosystem
   ● Power BI Desktop
   ● Power BI Service
   ● Power BI Mobile
   ● Power BI Report Builder vs Paginated Reports

3. Installation & Setup
   ● Downloading Power BI Desktop
   ● Installing and configuring settings
   ● Exploring the start screen and workspace

4. Power BI Interface Overview
   ● Ribbon and Navigation Pane
   ● Report, Data, and Model views
   ● Fields Pane and Visualizations Pane

5. Supported Data Sources
   ● Excel, CSV, SQL Server, Web APIs
   ● Cloud sources: Azure, SharePoint, OneDrive
   ● Folder as a data source

Module 2: Data Loading and Transformation with Power Query
1. Connecting to Data
   ● Import vs DirectQuery
   ● Loading from Excel, CSV, Web, SQL Server
   ● Data Preview and Load options

2. Column-Level Transformations
   ● Split column by delimiter/position
   ● Merge columns
   ● Change data types
   ● Rename columns
   ● Add column from examples

3. Row-Level Transformations
   ● Filter rows based on conditions
   ● Remove or keep rows
   ● Sorting data
   ● Grouping data with aggregations

4. Data Cleaning & Shaping
   ● Handling missing values: Replace, Fill up/down
   ● Remove duplicates
   ● Pivot and Unpivot operations
   ● Creating conditional columns

Module 3: Visualizations in Power BI
1. Core Visual Elements
   ● Bar/Column charts, Line charts, Pie/Donut charts
   ● Matrix and Table visuals
   ● Cards and Multi-row cards
   ● Maps: Shape map, Filled map

2. Slicers and Filters
   ● Basic Slicers
   ● Date and Range slicers
   ● Sync Slicers across pages
   ● Drill-down and Drill-through

3. Formatting and Interactions
   ● Title, label, legend customization
   ● Tooltips, data labels, axis formatting
   ● Visual interaction controls
   ● Custom themes and color palettes

Module 9: Project Work and Case Studies

Project Work and Case Studies ML

❖ Profit prediction on Startups data using Multiple Linear Regression.

❖ Diabetes, Pre-Diabetes and Non-Diabetes Classification using Multiclass

❖ Logistic Regression

❖ Spam Mail Detection using Gradient Boost ,XGBoost and Random Forest.

❖ Drug classifications using K-Nearest Neighbours

❖ Loan Defaulter Classification using SVM

❖ Customer Grouping using Kmeans and Agglomerative Clustering

❖ Product associations using Association rule mining.

Capstone Project 1 : Delivery Duration Prediction
Capstone Project 2 : Machine Failure Prediction

Project Work and Case Studies AI

❖ PowerPlant Energy predictions using ANN.

❖ CIFAR10 Image Classification using CNN

❖ Handwritten Digit Image classification using CNN.

❖ IMDB Movie reviews sentiment analysis using RNN

❖ AIR Passenger Prediction using ARIMA Time Series Analysis

❖ Next Word Generator using NLP and LSTM Text Generation

Capstone Project : Delivery Duration Prediction

Project Work and Case Studies Power BI
❖ Project: Retail Sales Dashboard
   ● Sales vs Target KPIs
   ● Product category and region-wise breakdown
❖ Project: HR Analytics Dashboard
   ● Attrition rate, hiring trends
   ● Department-level analysis
❖ Project: Financial Performance Report
   ● P & L view, trend analysis, YoY comparison
❖ Project: Supply Chain and Inventory Dashboard
   ● Stock availability
   ● Supplier performance tracking

Project Domains: Finance

   ● The insurance company wants to decide on the premium using various

      parameters of the client.
   ● It’ s an important problem to keep the clients and attract new ones.

By completing this Project you will learn:
   ● How to collect data?, how to justify the right features? , Which ML / DL model is

      best in this situation? How much data is enough?
   ● How to have CI/CD in the project?
   ● How to do Deployment of Project to cloud?

Project Domain: Image Processing in Health care

   ● A hospital wants to automate the Detection of pneumonia in X-rays using image processing.

By completing this Project you will learn:
   ● How to handle image data? How to preprocess and augment image data?
   ● How to choose the right model for the image process?
   ● How to apply transfer learning in image processing?
   ● How to do incremental learning & CI/CD in the project?
   ● How to do Deployment of Project to cloud?

Natural Language Processing

   ● One of the companies wants to automate applicant’ s level in English

      communication.
   ● Create a ML/DL model for this task.

By completing this Project you will learn:
   ● How do convert text to the right representation?
   ● How to preprocess text data? How to select the right ML/DL model for text data?
   ● How to do transfer learning in Text Analytics?
   ● How to do CI/CD in a text analytics project? How to do Deployment of Project to cloud?

Mechanical

   ● A mechanical company wants to perform predictive maintenance of engineparts.
   ● This enables the company to efficiently change parts before the machine fails.

By completing this Project you will learn:
   ● How to handle time-series data?
   ● How to preprocess time series data?
   ● How to create ML/DL model for Time-series Data?
   ● How to do CI/CD in a text analytics project?
   ● How to do Deployment of Project to cloud?

Sales / Demand Forecasting

   ● Predict the sales/demand of a product of a company.
   ● Sales / Demand forecasting of the product will help the company efficiently manage the resources.
   ● Create a ML/DL model for this problem.

By completing this Project you will learn:
   ● How to handle time-series data?
   ● How to preprocess time series data?
   ● How to create ML/DL model for Time-series Data?
   ● How to do CI/CD in a text analytics project? How to do Deployment of Project to cloud?

Course Highlights

Live sessions across 4 months

Industry Projects and Case Studies

24*7 Support

Project Work & Case Studies

Validate your skills and knowledge

Validate your skills and knowledge by working on industry-based projects that includes significant real-time use cases.

Gain hands-on expertize

Gain hands-on expertize in Top IT skills and become industry-ready after completing our project works and assessments.

Latest Industry Standards

Our projects are perfectly aligned with the modules given in the curriculum and they are picked up based on latest industry standards.

Get Noticed by top industries

Add some meaningful project works in your resume, get noticed by top industries and start earning huge salary lumps right away.

Batch Schedule

Schedule Your Batch at your convenient time.

Sr. No.

Module Name

Batch Start Date

Batch Days

Timing

Enroll

1
Data Science

27-Jan-26

Tue - Fri

07:00 PM

2
Python

30-Dec-25

Mon - Fri

01:30 PM

3
Data Analytics

12-Jan-26

Mon - Fri

10:00 AM

4
Machine Learning & Deep Learning

20-Jan-26

Sat - Sun

10:00 AM

5
AI

23-Mar-26

Mon - Fri

12:00 AM

6
PowerBI

03-Jan-26

Sat - Sun

10:00 AM

7
SQL

03-Jan-26

Sat - Sun

8:30 AM

8
SQL

30-Dec-25

Mon - Fri

05:00 PM

9
Soft Skills

15-Jan-26

Mon - Fri

12:00 PM

10
Aptitude

2-Feb-26

Mon - Fri

12:00 PM

Training Certificate

Earn your certificate

Your certificate and skills are vital to the extent of jump-starting your career and giving you a chance to compete in a global space.

Admission Process

Schedule Your Batch at your convenient time.

Submit Application

Tell us a bit about yourself and why you want to join this program

Application Review

An admission panel will shortlist candidates based on their application

Admission

Selected candidates will be notified within 1–2 weeks

Placement Lifecycle

Eligibility Criterion

Interview Q & A

Resume & LinkedIn Formation

Aptitude Test & Soft Skills

“SuperOver” A 5-Day Program for Mock Interviews

Scheduling Interviews

Job Placement

Looking to Create an Outstanding LinkedIn Profile?

Looking to Create an Outstanding LinkedIn Profile?

Student Reviews

What Our Students Say About Us!

Tools to master

Master Data analytics with 3RI Technologies By using powerful tools i.e MySQL.
"Master NumPy, the essential tool for data science, and excel with 3RI Technologies’ expert training"
Excel Power BI at 3RI Technologies to Build a successful career in Data Science.
"Mastering Tableau, the leading data visualization tool, with 3RI Technologies."
Master MS Excel Tool with 3RI Technologies to streamline data analysis and improve efficiency
ChatGPT Tool to excel in AI and machine learning with 3RI technologies

Skills to master

My SQL

Python

Ms Excel

NumPy

Tableau

ChatGPT

PowerBI

GIT

Panda

Big Data

R

Seaborn

FAQS

Most frequent questions and answers

Data Science enables companies to make data-driven decisions, predict trends, and optimize performance. Our Pune-based Data Science course trains you to meet this rising demand.

AI, automation, and big data analytics—three important future drivers—are powered by data science.  To remain ahead in this changing sector, sign up for our Data Science course in Pune.

A successful job in data science requires familiarity with Python, R, and SQL.  All of these languages are covered in detail in our Data Science course at 3RI Technologies in Pune.

Python is preferred in data science because of its ease of use, robust library, and supportive community.  The Python-based Data Science course offered by 3RI Technologies in Pune guarantees practical experience with real-world applications.

It is crucial to have a solid background in statistics, Python, machine learning, and data visualization. 3RI Technologies’ Data Science course in Pune covers all these must-have skills.

Our course includes Python, R, SQL, Tableau, and machine learning frameworks. Join 3RI Technologies’ Data Science training in Pune for complete tool-based learning.

The curriculum includes Python, Statistics, Machine Learning, Deep Learning, and real-time projects. Get the most structured syllabus in our Data Science course in Pune.

Yes, 3RI Technologies offers beginner-friendly Data Science classes in Pune that require no prior coding or analytics background.

3RI Technologies is considered one of the best institutes for Data Science in Pune, offering expert trainers, placement assistance, and hands-on projects.

It typically takes 6 months to a year to gain proficiency, depending on the learning path and commitment.

Yes, we offer complete placement support, including resume building, interview preparation, and job referrals for our Data Science course in Pune.

Yes, we offer flexible weekend Data Science batches in Pune, specially designed for working professionals.

We offer post-course support, doubt-clearing sessions, and alumni group access to all our Data Science students in Pune.

Absolutely! To launch their careers, recent graduates can enroll straight in 3RI Technologies’ Data Science course in Pune.

Students, working professionals, and career switchers from any background can benefit from 3RI Technologies’ Data Science training in Pune.

You can work as a data scientist, data analyst, or machine learning engineer after finishing the course. Our Pune-based Data Science course includes placement support for these roles.

Freshers can expect ₹5–7 LPA, while experienced professionals may earn ₹10–25 LPA. Our Data Science course in Pune prepares you to meet these industry standards.

We provide easy installment options to help you manage your payments for the Data Science training in Pune at 3RI Technologies.

Yes, you can study from anywhere with our online and in-person Data Science courses in Pune.

You’ll master Python, Machine Learning, SQL, Tableau, and real-time analytics in our Pune-based Data Science program.

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Data Science Course in Pune

Recent years have seen Pune overtake Mumbai as Maharashtra’s most populous city. The population density is 6,400 people per square kilometer, and 7.4 million people live there. Situated on the fringes of the Sahyadri Hills, Pune  is 560 meters above sea level and is flanked by the Deccan Plateau and the Western Ghats. Temperature extremes in the tropics are rare in Pune’s mild semiarid environment. Pune’s booming economy is largely attributed to the city’s thriving information technology sector and its world-class educational institute. The GDP of Pune is predicted to reach $69 billion by 2021. In addition to its rich history, the city also features numerous museums, zoos, and temples that visitors will find fascinating.

Some of Pune’s most visited landmarks are listed here.

3RI Technologies provide training for software courses like AWS, DevOps, AWS with DevOps, PowerBI, Tableau, Salesforce, Selenium, Java Full Stack, Oracle SQL/PLSQL, Data Science, Machine Learning, Artificial Intellegence.

Data Science Certification Training locations in Pune: Pune City, Aundh (411007), Gokhalenagar (411016), Kothrud (411029), Baner (411004), Shivajinagar (411005), Parvati (411009), Kondhwa (411048), Navsahyadri (411052), Chatursringi (411053), Pimpri Chinchwad (411078), Pimple Gurav (411061), Pimple Nilakh (411027), Pimple Saudagar (411027), Pimple Khed (411017), Pimple Jagtap (411061), Rahatani (411017), Wakad (411057), Balewadi (411045), Vishal Nagar (411027), Thergaon (411033), Shivaji Nagar (Pimpri-Chinchwad) (411017), Sangvi (411027), Jagtap Dairy (411027)

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