Best Data Analytics Course in Pune at Envision Computer Training Institute (ECTI Pune)

4.9/5
Java Full Stack Reviews
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only 5 seats are available for this batch
Advantages
- Lifetime placement assistant Till You Get A Job
- Unlimited Placement Calls
- Affordable cost
- 10+ years industry experienced trainers

10000+ Happy Students.
Unlock the Power of Data with Our Comprehensive Data Analytics course in Pune! At Envision Computer Training Institute Pvt. Ltd. (ECTI), Pune, we offer a specialized Data Analytics course training specially designed for beginners and professionals looking to build a career in data-driven decision-making. This course provides hands-on training in data analysis, visualization, and business intelligence, ensuring you gain the skills needed to thrive in this rapidly growing field.
Data Analytics Course offers
•Data Analytics Tools (Excel, Python, R, Tableau, SQL) •Data Science, Machine Learning, and Big Data Concepts •Certifications •Placement Support & much more

4.9/5
Data Analytics Classes in Pune Reviews
Hurry Up!
batch is starting soon...
only 5 seats are available for this batch
Advantages of Our Data Analytical Course in Pune
- Lifetime placement assistant till you get a job
- Unlimited placement calls
- Affordable cost
- 10+ years industry experienced trainers

8547+ Happy Students.
Top Companies Hiring Our Students
Join the best Data Analytics course in Pune with placement assistance and become job-ready with hands-on training.

















- Jainam Software
Software Developer
- Name : Omkar Kamathe
- Placed : February, 2026
- College : Vishwakarma University, Pune
- Education : B.Tech.(Computer) - 2024

- Jainam Software
Software Engineer
- Name : Madhuri Datta Kolekar
- Placed : February, 2026
- College : Sarhad College of Arts,Commerce and Science, Katraj, Pune
- Education : M.Sc.(Computer) - 2026

- Jainam Software
Software Engineer
- Name : Shreyas Gorakhnath Kumbhar
- Placed : February, 2026
- College : PCET's Nutan Maharashtra Institute of Engineering and Technology, Pune
- Education : B.E.(Computer) - 2024

- CDAT
Frontend Developer
- Name : Tarun Kishor Patil
- Placed : February, 2026
- College : Ajeenkya DY Patil School of Engineering (SPPU), Pune
- Education : B.E.(Computer) - 2024
Envision Data Analytics Course Highlights
Our Data Analytics Course in Pune is designed to provide in-depth knowledge and hands-on experience in the tools and techniques that professionals use in the field. Learn data collection, cleaning, analysis, and visualization techniques that will set you up for success in data-driven roles such as Data Analyst, Business Intelligence Analyst, and Data Scientist.
Enhance your career with our comprehensive Data Analyst course in pune. This course is designed to equip you with in-demand skills covering Python, SQL, Excel, Power BI, Tableau, Machine Learning, and Business Intelligence.
Get Free Guidance
Data Analysis Course

Certification
Earn a shareable certificate upon course completion.

Flexible Learning
Online and offline course options available.

Comprehensive Curriculum
Updated syllabus covering both core and advanced Java technologies, including 20+ in-demand tools.

Skill Levels
Suitable for beginners to advanced learners.

Earn a Certificate upon completion

Course Duration
624 hours, with a suggested pace of 24 hours/week, including real-time projects and hands-on sessions.
Why Choose Envision's data analysis courses in Pune ?
Lifetime Job Assistance
With our Lifetime placement assistant courses, you can achieve your career goals.

Cost Effective
We know how much money you need to invest in getting technical knowledge. Thus we have made sure the courses we provide are not just the best but also absolutely cost effective.
Industry Experts Lectures
With our Lifetime placement assistant courses, you can achieve your career goals.
Free Interview Training
Interview technique is a major hurdle for students trying to get a job. At Envision, we ensure your development.
Mock Interviews
We also make sure that a fresher isn't a fresher when it comes to his interviews from experts and people actually working in HR at various renowned companies.
Most Updated Syllabus
We are proud to mention that our syllabus is updated every quarter.

Comprehensive Data Analytics Syllabus
Master Data Analytics with Hands-On Training at Envision Computer Training Institute Pvt. Ltd. (ECTI), Pune!
Our Data Analytics Course is designed to equip you with essential data processing, visualization, and business intelligence skills to excel in today’s data-driven world. This syllabus covers everything from fundamentals to advanced tools, ensuring a strong foundation for aspiring data analysts.
Who Should Join data analyst course in Pune?
Fresh graduates looking to enter the data analytics field
IT professionals aiming to switch careers to data science course & data analysis course
Business analysts & managers looking to leverage data for decision-making
Data analyst course Overview:
Master the essential tools and techniques in Data Analytics with a structured syllabus:
Introduction to Data Analytics
Python for Data Analysis
Excel & SQL for Data Management
Data Visualization with Power BI & Data Visualization & Business Intelligence
Machine Learning Basics
Business Intelligence & Decision Making
Real-World Projects & Case Studies
This module introduces the core concepts of data analytics and its significance in decision-making. You’ll explore different types of analytics—descriptive, diagnostic, predictive, and prescriptive—understanding how they are used in business contexts. Key statistical foundations such as mean, median, standard deviation, correlation, and regression will be covered to build a strong analytical mindset. Additionally, you’ll learn about the data lifecycle, including collection, cleaning, and validation, along with insights into business intelligence and how organizations leverage data-driven strategies for growth.
Module 1: Fundamentals of Analytics
Introduction to Data Analytics – Understanding the role of data in decision-making.
Types of Analytics – Descriptive, Diagnostic, Predictive, and Prescriptive Analytics.
Data Lifecycle & Data Quality – Data collection, cleaning, and validation.
Statistical Foundations – Mean, median, mode, standard deviation, correlation, and regression.
Business Intelligence & Data-Driven Decision Making – How organizations use data to drive growth.
Excel is a powerful tool for data analysis, and this module equips you with essential skills to handle large datasets efficiently. You’ll learn advanced functions such as VLOOKUP, HLOOKUP, INDEX-MATCH, and IF conditions to perform complex data operations. Pivot tables, data formatting, and cleaning techniques will help streamline data handling. The module also covers data visualization techniques like charts, graphs, and dashboards, along with statistical analysis tools for forecasting and trend identification. Additionally, an introduction to Excel Macros and VBA scripting will enable automation for repetitive tasks.
Module 2: Excel Analytics
Data Handling & Cleaning – Working with large datasets, filters, pivot tables, and data formatting.
Advanced Formulas & Functions – VLOOKUP, HLOOKUP, INDEX-MATCH, IF conditions, and array formulas.
Data Visualization in Excel – Creating charts, graphs, and dashboards.
Statistical Analysis in Excel – Regression, forecasting, trend analysis, and solver tools.
Excel Macros & Automation – Introduction to VBA scripting for automation.
SQL is a fundamental skill for data analysts, enabling efficient data retrieval and manipulation from databases. This module starts with an introduction to relational databases and SQL queries, covering commands like SELECT, INSERT, UPDATE, and DELETE. You’ll gain expertise in performing joins (INNER, LEFT, RIGHT, FULL) and subqueries to extract meaningful insights. Aggregation techniques using GROUP BY, HAVING, and ORDER BY will help summarize data effectively. Lastly, database optimization and indexing strategies will be explored to enhance query performance, especially when handling large datasets.
Module 3: SQL (Structured Query Language)
- Introduction to Databases – Basics of RDBMS (Relational Database Management Systems).
SQL Queries & Commands – SELECT, INSERT, UPDATE, DELETE.
Joins & Subqueries – INNER, LEFT, RIGHT, FULL joins, nested queries.
Data Aggregation & Filtering – GROUP BY, HAVING, ORDER BY, WHERE.
Database Optimization & Indexing – Improving query performance and handling large datasets.
ETL is crucial for integrating and managing data from multiple sources. This module delves into the ETL process, covering data extraction, transformation, and loading techniques using tools like Alteryx, Talend, or Python-based ETL solutions. You’ll learn best practices for data cleaning, handling missing values, and resolving inconsistencies. The module also explores data migration strategies, integrating datasets from Excel, SQL, APIs, and other sources. Finally, you’ll gain hands-on experience in building automated ETL pipelines to streamline workflows and ensure data consistency.
Module 4: ETL (Extract, Transform, Load)
Introduction to ETL – Understanding data extraction, transformation, and loading processes.
ETL Tools & Techniques – Working with Alteryx, Talend, or Python-based ETL.
Data Cleaning & Transformation – Handling missing data, duplicates, and inconsistencies.
Data Migration & Integration – Moving data from multiple sources (Excel, SQL, APIs).
Building an ETL Pipeline – Automating data workflows and scheduling tasks.
Data visualization is key to communicating insights effectively, and this module focuses on mastering Power BI for business intelligence. You’ll learn how to import data from Excel, SQL, and cloud platforms, then transform it into interactive dashboards and reports. Hands-on practice with DAX (Data Analysis Expressions) will help you create custom calculations and performance metrics. The module also covers techniques for publishing and sharing reports on Power BI Service, enabling real-time collaboration and informed decision-making within organizations.
Module 5: Power BI – Data Visualization & Business Intelligence
- Understanding relational database concepts.
- Writing SQL queries for data manipulation.
- Optimizing database performance.
- Connecting databases to Java applications.
Data Analytics Certification and Training in Pune
Kickstart your career in Data Analytics with our Professional Certification Course at Envision Computer Training Institute Pvt. Ltd. (ECTI), Pune. Designed for beginners, professionals, and career switchers, this industry-relevant program provides hands-on training in data-driven decision-making, covering essential tools like Python, SQL, Excel, Power BI, Tableau, and Machine Learning.
Gain expertise in data analysis, data visualization, business intelligence, and predictive analytics with real-world projects and case studies. This Data Analytics course in Pune is structured to equip you with in-demand analytical skills, ensuring career growth in IT, finance, healthcare, marketing, and e-commerce.

Placement Process for Data Analytics Course in Pune by Envision
Launch Your Career in Data Analytics course with Envision Computer Training Institute Pvt. Ltd. (ECTI)!
Our Data Analytics Course in Pune is designed to give you technical expertise and industry exposure, ensuring you land top roles in data analytics. With Lifetime Job Assistance and a strong track record of placements in leading companies like TCS, Cognizant, and Capgemini, we are committed to your career success!

Individual Grooming
Guidance on aptitude, resume building, and interview preparation.

Mock Tests & Interviews
Industry-relevant mock tests and interviews with personalized feedback.

Profile Matching
Align your profile with top job openings.

Personal Coordinators & Salary Negotiation
Dedicated support and salary negotiation tips.

Portfolio Building & Soft Skills
Boost your LinkedIn, resume, and soft skills to stand out.

Placement Webinars & Expert Insights
Regular webinars and insights from industry experts on placement trends.
With over 550+ hiring partners, Envision is your bridge to a successful tech career in Data Analytics training course in Pune.
Best Data Analytics Classes in Pune – Learn from Industry Experts
At Envision Computer Training Institute (ECTI), Pune, we believe that expert guidance is the key to mastering Data Analytics. Our Data Analytics classes in Pune are led by highly experienced industry professionals, ensuring students receive practical, job-oriented training that aligns with the latest market trends.
Whether you’re a beginner or an experienced professional, our Data Analytics training in Pune combines theory, real-world case studies, and hands-on projects to help you become job-ready. With personalized mentorship, interview preparation, and lifetime placement assistance, we ensure that you are fully equipped to start a successful career in Data Analytics.

Check portofolio by Students
Rushikesh Chavan
Sachin Dhage
Omkar Raut
Priyanka Patil
Shweta Patil
Ankita Kanhekar
Maithili Ingale
Shweta Ratnapure
Borase Lalit
Umesh Patil
Our students words speaks for us
Posted on Sanket JadhavTrustindex verifies that the original source of the review is Google. I would like to express my heartfelt gratitude to Envision Institute for providing such an excellent learning platform for Java Full Stack Development. The guidance, structured teaching, and continuous support throughout the course have helped me build strong technical skills and confidence. A special thanks to Hemant Sir for his constant support, clear explanations, and motivation that made complex concepts easy to understand. I am also very thankful to Juie Ma’am for her guidance, encouragement, and dedication towards helping students grow. This journey has been truly valuable for my career, and I sincerely appreciate all the efforts taken by the institute and faculty. Thank you for shaping my learning experience and helping me move closer to my goals.Posted on Nilesh DarekarTrustindex verifies that the original source of the review is Google. Hi All, Envision Training is the best way for those who want to do a career in Java FSD,Python FSD,Dot Net FSD,PHP FSD,Automation. They provide training + placement. They will train as an experienced person and give real time knowledge.Posted on Omkar KamatheTrustindex verifies that the original source of the review is Google. My full stack development class has been an incredibly valuable and practical learning experience. The course is well-structured and covers both frontend and backend technologies in a clear, step-by-step manner, making complex concepts easy to understand. From building responsive user interfaces to working with server-side logic and databases, every topic is explained with real-world examples and hands-on practice. What I appreciate the most is the focus on practical implementation — instead of just theory, we actually build projects, fix errors, and understand how real applications work. The instructor is supportive, explains doubts patiently, and ensures that everyone understands the logic behind the code. Overall, this class has significantly improved my confidence in full stack development and helped me move closer to becoming industry-ready.Posted on Madhuri KolekarTrustindex verifies that the original source of the review is Google. I am currently pursuing the Full Stack Java course at Envision Computer Institute, and it has been a great learning experience. The faculty is supportive and explains concepts clearly with real-world examples. The hands-on approach and practical assignments are helping me build confidence in development. I highly recommend Envision Institute to anyone looking to learn Full Stack Java! - Madhuri KolekarPosted on Shreyas KumbharTrustindex verifies that the original source of the review is Google. Recently started the Full Stack Python Course, and till now my experience has been great. The institute offers well-structured courses, with knowledgeable faculty and supportive staff. The overall learning experience has been enriching and effective.Posted on Himanshu NimjeTrustindex verifies that the original source of the review is Google. I had a great learning experience at Envision Embedded. Envision’s well-structured Embedded Systems curriculum, strong theoretical foundation, and extensive hands-on training helped me gain clarity and confidence in this field. The continuous practice, real-time projects, and regular assessments significantly improved my programming skills, problem-solving ability, and understanding of industry-level embedded development. The faculty members are highly knowledgeable and supportive, and their guidance helped bridge the gap between academics and industry requirements. Highly recommended for anyone serious about building a career in embedded systems.Posted on Prasad ParkarTrustindex verifies that the original source of the review is Google. I really enjoyed and learned lot of things during my Time at Envision Institute. I was enrolled for Autodesk Alias program. Everyone was cooperative and tried to understand me, so that they can give me suggestions on the areas that needs improvement. Our mentor is industry professional who has years of experience, so you get a chance to interact and learn as per industry standards. Also, Pravin sir is always there to help you with any queries you have.Posted on Ankita KanhekarTrustindex verifies that the original source of the review is Google. Envision Computer Training Institute provides a solid, industry-focused experience for Java Full Stack aspirants. Hemant Sir makes the frontend journey seamless by simplifying complex UI/UX concepts, while Ketki Mam provides deep technical clarity on backend architecture, particularly in Java and Spring Boot. The institute offers a supportive, lab-oriented environment that bridges the gap between theory and practical coding. While the curriculum is intensive, the quality of mentorship and the focus on placement readiness make it an excellent choice for building a career in development.Posted on Vishal DarekarTrustindex verifies that the original source of the review is Google. I have completed Java Full Stack Developer course from Envision Computer Training Institute. The training quality is excellent, and the trainers explain each concept with practical examples and real-time projects. The institute also provides placement support and regular placement calls, which is helpful for students. With the skills and guidance gained during the course, I was able to secure a job opportunity. Thank you, Envision team, for your support. Highly recommended for students who want to build a career in IT.Posted on Rameshwari MuleTrustindex verifies that the original source of the review is Google. I had a great learning experience at Envision Computer Institute while pursuing the Full Stack Development course. The faculty is knowledgeable and explains concepts clearly. The course covers both front-end and back-end technologies in a well-structured manner, with hands-on projects that help in understanding real-world applications. The practical sessions and doubt-solving support were really helpful. Overall, it’s a great place to learn Full Stack Development, and I would recommend it to others looking to enhance their skills.
FAQ's
Who can enroll in the Data Analytics course?
Anyone interested in data-driven careers! This course is ideal for students, freshers, working professionals, and career switchers from non-technical backgrounds.
What tools and technologies will I learn?
You will master Excel Analytics, SQL, ETL, Power BI, and Data Visualization, along with fundamentals of analytics to make data-driven decisions.
Do I need prior coding experience?
No, coding is not a prerequisite! We start with fundamentals and gradually introduce technical skills in an easy-to-understand manner.
Will I get placement assistance?
Yes! We offer Lifetime Job Assistance, mock interviews, resume building, and access to 500+ hiring partners to help you land high-paying jobs.
What is the average salary after completing this course?
Freshers can expect ₹2.5 LPA – ₹5 LPA, while experienced professionals can significantly boost their salary with data analytics skills.
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