Data Science & AI, BTM Layout
Data Science & Data Analytics with Generative AI course in Bengaluru
Comprehensive Data Science and Data Analytics program with Generative AI covering Excel, SQL, Power BI, Tableau, Python, Machine Learning, Deep Learning, NLP, Prompt Engineering, AI tools, and real-world capstone projects.
- Duration
- 6 Months
- Modules
- 16
- Topics
- 214+
- Next demo
- On request
Tools you will use
- Python
- NumPy
- Pandas
- Scikit-Learn
- TensorFlow
- PyTorch
- OpenAI APIs
- LangChain
- Power BI
- SQL
Free demo classes
Data Science & 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 Science & 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 Science & Data Analytics with Generative AI syllabus, module by module
16 modules and 214+ 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 and 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
Python 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 Python Analytics
- AI-Assisted Code Generation
- Data 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 Output Interpretation
- AI Generated Statistical Insights
Generative AI for Data Analysts
3 sections, 12 topics
Generative AI Foundations
- What is Generative AI
- Large Language Models
- Prompt Engineering
AI Tools
- ChatGPT
- OpenAI APIs
- SheetGPT
- PandasAI
- SQLBuilder
Applications
- AI-Assisted Coding
- AI Data Interpretation
- Automated Report Generation
- AI-Powered Analytics Workflows
Machine Learning with Python
4 sections, 17 topics
Machine Learning Introduction
- ML vs AI
- Supervised vs Unsupervised Learning
- Clustering
- Classification
- Regression
Regression Algorithms
- Linear Regression
- Logistic Regression
Classification and Clustering
- K Means Clustering
- Hierarchical Clustering
- KNN
- SVM
Advanced ML Algorithms
- Decision Tree
- Random Forest
- Naive Bayes
- Gradient Boosting
- XGBoost
- PCA
Advanced Data Science
8 topics
Time Series Forecasting
- Time Series Basics
- Trend and Seasonality
- Stationarity
- Autoregressive Model
- Moving Average Model
- ARIMA
- Autocorrelation and AIC
- Time Series Analysis in Python
Artificial Intelligence and Deep Learning
3 sections, 8 topics
AI Overview
- History of AI
- Areas of AI
- AI vs Data Science vs ML
TensorFlow Foundation
- TensorFlow Structure
- ML Modeling with TensorFlow
Deep Learning
- Perceptron
- Artificial Neural Networks
- Convolutional Neural Networks
Computer Vision and NLP
2 sections, 11 topics
Computer Vision
- Image Basics
- CNN
- Image Classification
- Cat vs Dogs Classification
Natural Language Processing
- Bag of Words
- Word Embedding
- BERT Algorithm
- Sentiment Analysis
- NLTK
- Regex
- Text Extraction with Regex
Generative AI and Prompt Engineering
2 sections, 12 topics
Generative AI
- AI vs ML vs DL vs Gen AI
- LLM Applications
- Chatbots
- Document Q&A Systems
- Resume Screening AI
- Applied Generative AI with Python
- Gen AI for EDA and Insight Generation
Prompt Engineering
- Prompt Basics
- Prompt Structure
- Zero Shot Prompting
- Few Shot Prompting
- Prompt Templates
Model Deployment Basics
4 topics
Deployment
- Flask Introduction
- FastAPI Basics
- URL and App Routing
- ML Model Deployment
Version Control with Git
12 topics
Git Fundamentals
- Git Introduction
- Git Installation
- Create and Clone Repository
- Git Commands
- Remote Repository
- Branching and Merging
- Merge Conflicts
- Stashing
- Rebasing
- Reverting
- Resetting
- Git Workflows
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
Capstone Projects and Career Preparation
2 sections, 12 topics
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
Career Preparation
- GitHub Analytics Portfolio
- Dashboard Portfolio
- AI Workflow Portfolio
- Resume Preparation
- Interview Preparation
Portfolio
What you will build
Enterprise Customer Churn Prediction & Lifetime Value System
Predictive ML pipeline analyzing customer retention data with XGBoost, SMOTE balancing & interactive executive dashboard.
Generative AI Document Assistant (RAG Pipeline)
Intelligent document QA engine utilizing LangChain, OpenAI embeddings & vector database for PDF analysis.
Medical Disease Diagnostic Classifier
Deep learning computer vision CNN model trained on healthcare scans with high classification accuracy.
- Machine Learning, Deep Learning & Generative AI with LLMs
- 100% Placement Assistance with MNC Data Science roles
- Hands-on with NumPy, Pandas, Scikit-Learn, TensorFlow, PyTorch
- Prompt Engineering & LangChain AI Application Development
- 4 Real-Time Industrial ML/AI Capstone Projects
- Tailored for Engineering, B.Sc, BCA & Math/Stats Graduates
Full tool list
- Python
- NumPy
- Pandas
- Scikit-Learn
- TensorFlow
- PyTorch
- OpenAI APIs
- LangChain
- Power BI
- SQL
- Tableau
- Git
Careers
Jobs this course prepares you for
- Data Scientist
- Machine Learning Engineer
- Data Analyst
- Generative AI Engineer
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 Science & Data Analytics with Generative AI FAQs, Bengaluru
When is the next free demo of Data Science & Data Analytics with Generative AI in Bengaluru?
New Data Science & 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 Science & Data Analytics with Generative AI course at Fortune Cloud Bengaluru?
Data Science & Data Analytics with Generative AI runs for about 6 Months, followed by placement preparation. Weekday, evening, weekend and live online batches are available at BTM Layout.
Can I join Data Science & 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 Science & 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 educational background is required for Data Science?
Graduates from B.E./B.Tech (any branch), B.Sc, BCA, BCS, MCA, Mathematics, or Statistics can successfully transition into Data Science. We teach programming and statistics from the ground up.
Does this course cover Generative AI and LLMs?
Yes! Generative AI, Prompt Engineering, LangChain, and RAG pipelines are core components of our 2026 syllabus.
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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