Data Science & AI, BTM Layout
Data Analytics with Generative AI course in Bengaluru
Industry-oriented Data Analytics course with Generative AI covering Excel, SQL, Power BI, Tableau, Python Analytics, Statistics, AI-powered analytics workflows, dashboards, and real-world capstone projects.
- Duration
- 4.5 Months
- Modules
- 11
- Topics
- 157+
- Next demo
- On request
Tools you will use
- Advanced Excel
- SQL (MySQL/PostgreSQL)
- Power BI
- Tableau
- DAX
- Power Query
- Python for Analytics
- Git
Free demo classes
Data Analytics with Generative AI demo dates at BTM Layout
Watch a live class, meet the trainer and ask about the syllabus, batches and placements before you decide.
The next Data Analytics with Generative AI demo date is being finalised.
Share your number and the counsellor will fit you into the next demo class at BTM Layout or online, usually within the week.
Complete syllabus
Data Analytics with Generative AI syllabus, module by module
11 modules and 157+ topics, in the order they are taught. Updated .
Excel for Data Analytics + AI
4 sections, 23 topics
Excel Fundamentals
- Excel Interface
- Data Types
- Data Cleaning
- Sorting & Filtering
- Data Formatting
Core Functions
- IF Function
- SUMIFS
- COUNTIFS
- VLOOKUP
- XLOOKUP
- INDEX MATCH
- Text Functions
- Date Functions
Advanced Excel
- Pivot Tables
- Pivot Charts
- Conditional Formatting
- Data Validation
- Power Query Basics
- Excel Dashboards
AI Tools for Excel
- ChatGPT
- SheetGPT
- OpenAI API
- AI-Powered Analytics Summaries
SQL for Data Analytics + AI
5 sections, 26 topics
SQL Fundamentals
- Database Concepts
- SELECT Queries
- WHERE Clause
- ORDER BY
- LIMIT
Data Filtering
- AND / OR
- BETWEEN
- IN
- LIKE
Aggregation and Joins
- COUNT
- SUM
- AVG
- GROUP BY
- HAVING
- INNER JOIN
- LEFT JOIN
- RIGHT JOIN
- FULL JOIN
Advanced SQL
- Subqueries
- Window Functions
- CTE
- Ranking Functions
AI Tools for SQL
- SQLBuilder
- ChatGPT for SQL Debugging
- Auto Query Generation
- SQL Optimization
Power BI
3 sections, 12 topics
Power BI Fundamentals
- Power BI Interface
- Data Import
- Data Transformation
- Data Modeling
- Relationships
DAX
- CALCULATE
- FILTER
- SUMX
- Time Intelligence
Visualization
- KPI Dashboards
- Business Reports
- Interactive Charts
Tableau
2 sections, 8 topics
Tableau Fundamentals
- Tableau Interface
- Data Connections
- Calculated Fields
- Filters and Parameters
Visualizations
- Heat Maps
- Geo Maps
- Trend Charts
- Story Dashboards
Python for Data Analytics + AI
5 sections, 18 topics
Python Basics
- Variables
- Data Structures
- Loops
- Functions
- Conditional Statements
Libraries
- NumPy
- Pandas
- Matplotlib
- Seaborn
Data Processing
- Data Cleaning
- Missing Value Handling
- Data Transformation
Exploratory Data Analysis
- Distribution Analysis
- Correlation Analysis
- Trend Detection
AI-Driven Analytics
- AI-Assisted Python Coding
- Python Visualization Scripts
- Debugging with ChatGPT
Statistics for Data Analytics
5 sections, 19 topics
Descriptive Statistics
- Mean
- Median
- Mode
- Variance
- Standard Deviation
- Percentiles
Probability and Distributions
- Normal Distribution
- Binomial Distribution
- Poisson Distribution
Hypothesis Testing
- Z-Test
- T-Test
- Chi-Square Test
- ANOVA
Regression
- Correlation
- Linear Regression
AI-Assisted Statistical Analysis
- ChatGPT for Statistics
- PandasAI
- Regression Interpretation
- AI Generated Insights
Generative AI for Data Analysts
3 sections, 12 topics
Foundations
- What is Generative AI
- Large Language Models
- Prompt Engineering
Tools Covered
- ChatGPT
- OpenAI APIs
- SheetGPT
- PandasAI
- SQLBuilder
Applications
- AI-Assisted Coding
- AI Data Interpretation
- Automated Report Generation
- AI Analytics Workflows
Version Control with Git
12 topics
Git Fundamentals
- Git Introduction
- Git Installation
- Create and Clone Repository
- Git Commands
- Working with Remote Repository
- Branching and Merging
- Merge Conflicts
- Stashing
- Rebasing
- Reverting
- Resetting
- Git Workflows
Capstone Projects
7 topics
Real-Time Projects
- Retail Sales Analysis Dashboard
- E-commerce Database Analysis
- Executive Sales Dashboard
- Global Market Insights Dashboard
- Customer Churn Prediction
- Marketing Campaign Effectiveness Study
- AI-Powered Business Intelligence System
Portfolio Development and Career Preparation
8 topics
Career Development
- GitHub Analytics Portfolio
- Dashboard Portfolio
- AI-Powered Analytics Workflows
- Resume Preparation
- Interview Preparation
- Hands-on Labs
- Case Studies
- AI Prompt Workshops
Soft Skills and Spoken English
2 sections, 12 topics
Communication Skills
- Business Communication
- Presentation Skills
- Group Discussion
- Interview Skills
- Vocabulary Building
- Grammar for Speaking
Professional Development
- Leadership
- Teamwork
- Problem Solving
- Time Management
- Stress Management
- Personality Development
Portfolio
What you will build
Retail Sales Performance & Profitability Dashboard
End-to-end Power BI report tracking revenue, margins, customer segments & regional sales trends.
Supply Chain & Inventory Analytics System
SQL and Power BI pipeline monitoring stock levels, supplier lead times & warehouse turnaround.
HR Workforce & Attrition Analysis Dashboard
Tableau dashboard identifying employee turnover drivers, department KPIs & compensation benchmarks.
- SQL, Advanced Excel, Power BI DAX & Tableau Dashboards
- 100% Placement Assistance for Data Analyst & BI roles
- Perfect track for Non-IT, B.Com, B.Sc & Engineering freshers
- 5 Real-World Business Intelligence Dashboards for your Portfolio
- Authorized Certification & Interview Question Bank
- Flexible Batches on College Road (Morning, Evening, Weekend)
Full tool list
- Advanced Excel
- SQL (MySQL/PostgreSQL)
- Power BI
- Tableau
- DAX
- Power Query
- Python for Analytics
- Git
Careers
Jobs this course prepares you for
- Data Analyst
- Business Analyst
- Power BI Developer
- MIS / Reporting Analyst
Batches at BTM Layout
Weekday classroom
Daytime classes plus open lab hours at BTM Layout. Best for freshers who can come in daily.
Weekday evening
After college and office hours. Built for final-year students and people with day jobs.
Weekend intensive
Saturday and Sunday classroom sessions for working professionals who commute from across the city.
Live online
Same trainers and syllabus, joined from home. Come to the lab whenever you are in BTM Layout.
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Where our students work
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Student reviews
4.9 out of 5 on Google from 190+ reviews.
4.8 ★ from 1196+ verified students - not paid reviews
Check us on Google before you check anywhere else. Real ratings, authentic student profiles, real career placements.
"Best IT training institute in Pune for freshers. The Java Full Stack course covers Core Java, Spring Boot, Microservices..."
"Completed my Software Testing course with AI tools here. The practical hands-on experience and real project testing help..."
"Great learning environment and supportive mentors. Python, Machine Learning modules, and Power BI dashboards were explai..."
"Faculty is very experienced and AWS certified. They focus on practical labs and scenario-based questions which are cruci..."
"Flexible weekend batch options and 100% placement support. The mentors are available to solve doubts anytime during proj..."
"Went from zero code background to a ₹6.5 LPA offer in 4 months. The training provided was well-structured, practical, an..."
"Completed the Data Analytics and Data Science (DADS) program at Fortune Cloud Technologies, and it was a great learning..."
"I had a great learning experience at Fortune Cloud Technologies while completing the Data Analyst & AWS course. The trai..."
"The Python Full Stack program gave me in-depth knowledge of FastAPI, Django, PostgreSQL and React. The daily practice co..."
"Power BI, SQL queries, and Advanced Excel classes were pure practicals. The trainers gave us weekly business case studie..."
"Excellent training for .NET Core, Microservices, and C#. The live industrial project exposure made me stand out in techn..."
"Hands-on labs on network security, ethical hacking tools, and vulnerability assessment. Mentors are real industry practi..."
"Manual plus Selenium automation testing with Java & AI automation tools. Mock interviews held every week helped remove m..."
"AWS Architecture, Terraform, Docker, and Kubernetes were taught thoroughly. Got placed in a top MNC with an awesome pack..."
"React, Node.js, MongoDB, and Next.js covered end-to-end. Building full-fledged AI SaaS apps as capstone projects was the..."
"Structured module training with real SAP server access. The trainer explained enterprise accounting workflows and config..."
"SEO, Google Ads, Meta Ads & Content Strategy with live campaign budgets. Practical experience was 100 times better than..."
"Zero to hero in Java development. Mentors helped resolve code bugs even late in the evening. Placed at a reputed IT prod..."
"Best IT training institute in Pune for freshers. The Java Full Stack course covers Core Java, Spring Boot, Microservices..."
"Completed my Software Testing course with AI tools here. The practical hands-on experience and real project testing help..."
"Great learning environment and supportive mentors. Python, Machine Learning modules, and Power BI dashboards were explai..."
"Faculty is very experienced and AWS certified. They focus on practical labs and scenario-based questions which are cruci..."
"Flexible weekend batch options and 100% placement support. The mentors are available to solve doubts anytime during proj..."
"Went from zero code background to a ₹6.5 LPA offer in 4 months. The training provided was well-structured, practical, an..."
"Completed the Data Analytics and Data Science (DADS) program at Fortune Cloud Technologies, and it was a great learning..."
"I had a great learning experience at Fortune Cloud Technologies while completing the Data Analyst & AWS course. The trai..."
"The Python Full Stack program gave me in-depth knowledge of FastAPI, Django, PostgreSQL and React. The daily practice co..."
"Power BI, SQL queries, and Advanced Excel classes were pure practicals. The trainers gave us weekly business case studie..."
"Excellent training for .NET Core, Microservices, and C#. The live industrial project exposure made me stand out in techn..."
"Hands-on labs on network security, ethical hacking tools, and vulnerability assessment. Mentors are real industry practi..."
"Manual plus Selenium automation testing with Java & AI automation tools. Mock interviews held every week helped remove m..."
"AWS Architecture, Terraform, Docker, and Kubernetes were taught thoroughly. Got placed in a top MNC with an awesome pack..."
"React, Node.js, MongoDB, and Next.js covered end-to-end. Building full-fledged AI SaaS apps as capstone projects was the..."
"Structured module training with real SAP server access. The trainer explained enterprise accounting workflows and config..."
"SEO, Google Ads, Meta Ads & Content Strategy with live campaign budgets. Practical experience was 100 times better than..."
"Zero to hero in Java development. Mentors helped resolve code bugs even late in the evening. Placed at a reputed IT prod..."
Data Analytics with Generative AI FAQs, Bengaluru
When is the next free demo of Data Analytics with Generative AI in Bengaluru?
New Data Analytics with Generative AI demo dates are being scheduled. Share your number with the form and the counsellor will book you into the next demo at BTM Layout or online.
How long is the Data Analytics with Generative AI course at Fortune Cloud Bengaluru?
Data Analytics with Generative AI runs for about 4.5 Months, followed by placement preparation. Weekday, evening, weekend and live online batches are available at BTM Layout.
Can I join Data Analytics with Generative AI without a coding background?
Yes. The syllabus starts from fundamentals and trainers regularly teach students from non-IT degrees and non-coding jobs. Daily lab practice at BTM Layout helps you catch up quickly.
What placement help do Data Analytics with Generative AI students get in Bengaluru?
Resume and LinkedIn reviews, aptitude practice, mock technical and HR interviews, and profile sharing for hiring drives with Fortune Cloud's partner companies until you are placed.
What job positions will I be eligible for?
You will be eligible for roles such as Data Analyst, Business Analyst, BI Developer, SQL Reporting Analyst, and Operations Analyst.
Can I attend a free demo at the College Road center?
Yes! Submit the form on this page to schedule a free demo and lab walkthrough at our 5th Floor Cuboid Business Centre center on College Road.
More courses at BTM Layout
- Master in Cloud & DevOps with AI
- Data Science & Data Analytics with Generative AI
- Fullstack Java (with AI)
- Fullstack Python (with AI)
Visit the centre
Ground Floor, Mathrushree Arcade, BTM Layout 1st Phase, BTM 2nd Stage, Rashtrakavi Kuvempu Nagar, Bengaluru, Karnataka 560076Near Silk Board junction, a short ride from BTM Layout station on the Namma Metro Yellow Line.
Get directions