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Program overview
Master in Data Analytics & Data Science with GenAI is a 9 month industry focused program covering Excel, SQL, Power BI, Tableau, Python, statistics, Machine Learning, Deep Learning, NLP, Generative AI, AI agents, and AI-powered BI. Through monthly projects, guided assignments, and a final capstone, learners develop practical analytics and Data Science skills while building a strong portfolio and preparing for interviews and placement opportunities.
Hands-on practice with Excel, SQL, Power BI, Tableau, Python, Machine Learning, Deep Learning, NLP, and Generative AI
Nine monthly industry projects plus a complete analytics, Data Science, and GenAI capstone
End-to-end path from Business Intelligence dashboards to AI agents and AI-powered BI
Resume building, mock interviews, interview preparation, and job placement support
A structured learning journey
Master in Data Analytics & Data Science with GenAI Curriculum
Explore the curriculum, build your understanding one module at a time, and put each new skill into practice.
Monthly project: Image Classification or Time-Series Forecasting
07Month - 07 | NLP and Generative AI FoundationsMonth 7 · Weeks 25–28 · 16 topics
Natural Language Processing fundamentals
Tokenization, stemming, and lemmatization
Stop-word removal
Bag of Words and TF-IDF
Word2Vec and GloVe embeddings
Sentiment analysis
Text classification using RNN and LSTM
Attention mechanisms
Transformer architecture
Generative AI and Large Language Models
Overview of GPT, Gemini, Claude, and BERT
Tokens, context windows, and temperature
AI ethics, bias, hallucination, and privacy
Zero-shot, one-shot, and few-shot prompting
Role prompting and reusable prompt templates
Monthly project: AI-Powered NLP Application
08Month - 08 | Advanced Generative AI, AI Agents and AI-Powered BIMonth 8 · Weeks 29–32 · 17 topics
OpenAI API integration using Python
Structured output and JSON parsing
LangChain fundamentals
Chains, prompts, and memory
Retrieval-Augmented Generation
Document question-answering systems
AI agent fundamentals
Task decomposition and multi-step workflows
Analytics chatbot development
Natural-language-to-SQL
AI-generated SQL queries
Copilot features in Power BI
AI-assisted Excel formulas
AI-generated executive summaries
AI-powered dashboard narratives
Industry use cases in retail, finance, HR, healthcare, and marketing
Monthly project: AI Business Assistant & AI-Powered BI
09Month - 09 | Integrated Capstone and Career PreparationMonth 9 · Weeks 33–36 · 16 topics
Selection of a real-world business problem
Problem framing and requirement analysis
Solution architecture and data sourcing
SQL data extraction
Python-based cleaning and exploratory analysis
Machine Learning or Deep Learning model development
NLP and Generative AI insight layer
AI chatbot, summarization, or insight generation
Power BI or Tableau dashboard
AI-generated executive summary
Integration and solution testing
GitHub and portfolio preparation
Resume and LinkedIn optimization
Technical and HR mock interviews
Professional project presentation
Final project: Full Data Analytics, Data Science & GenAI Capstone
Find out how this curriculum fits your career goals.
Tools & technologies
Explore industry-relevant tools through hands-on learning to master practical, in-demand skills.
Excel
SQL Server
Power BI
Tableau
Python
Pandas
NumPy
Plotly
ChatGPT
OpenAI API
Gemini
Claude
Microsoft Copilot
LangChain
RAG
AI Agents
GitHub
Build practical skills with industry-relevant learning, expert guidance, and hands-on projects designed for modern teams.
Get the complete curriculum, tools, projects, and career support details in one brochure.
Build something that matters
9 Industry Projects
Work on 9 real-world Data Analytics, Data Science, and Generative AI projects — one each month, including a final capstone. Apply Excel, SQL, Power BI, Python, Machine Learning, Deep Learning, NLP, and GenAI to practical business problems while building a strong portfolio for interviews and career opportunities.
Project 01
Sales MIS Dashboard
Purpose
Build an interactive Excel dashboard that analyses sales data using KPIs, PivotTables, charts, slicers, timelines, and Power Query.
Business Output
A management-ready MIS dashboard that provides a clear view of revenue, sales growth, regional performance, product performance, and overall business trends.
Project 02
Retail Database Analytics
Purpose
Design a relational retail database and use SQL queries, joins, subqueries, aggregations, window functions, views, and stored procedures to analyse business data.
Business Output
A reusable SQL reporting system that converts transactional retail data into accurate insights about sales, customers, products, stores, and inventory.
Project 03
Executive Power BI & Tableau Dashboard
Purpose
Combine SQL and Excel data, transform it with Power Query, build a data model, create DAX measures, and develop interactive dashboards in Power BI and Tableau.
Business Output
A secure executive dashboard that helps management monitor critical KPIs, compare performance, identify trends, and make informed business decisions.
Project 04
Customer Analytics & Exploratory Data Analysis
Purpose
Clean and analyse customer or e-commerce data using Python, Pandas, NumPy, statistics, Matplotlib, Seaborn, and Plotly.
Business Output
A comprehensive customer-insight report that reveals purchasing patterns, customer behaviour, product trends, correlations, and business opportunities.
Project 05
Customer Segmentation & Churn Prediction
Purpose
Segment customers based on their behaviour and develop Machine Learning models that predict which customers are likely to stop using the company’s products or services.
Business Output
A customer-retention solution that identifies high-risk customers, creates actionable customer segments, and supports targeted marketing and retention campaigns.
Project 06
Image Classification or Time-Series Forecasting
Purpose
Build a Deep Learning model to classify images using CNNs or forecast future sales and demand using LSTM-based time-series analysis.
Business Output
An intelligent prediction solution that automates image classification or improves sales forecasting, demand planning, inventory management, and resource allocation.
Project 07
AI-Powered NLP Application
Purpose
Develop an application that performs text preprocessing, sentiment analysis, summarization, document question-answering, or chatbot functionality using NLP and Generative AI.
Business Output
An AI-powered text intelligence solution that analyses customer feedback, summarizes large documents, automates information retrieval, and improves customer-service decisions.
Project 08
AI Business Assistant & AI-Powered BI
Purpose
Build an AI business assistant using an LLM API, LangChain, RAG, AI agents, Natural-Language-to-SQL, and AI-generated dashboard narratives.
Business Output
An intelligent business assistant that allows users to ask questions in natural language, retrieves information, generates SQL queries, prepares reports, and produces executive summaries.
Project 09
Full Data Analytics, Data Science & GenAI Capstone
Purpose
Develop an end-to-end solution that integrates SQL, Python, EDA, Machine Learning or Deep Learning, NLP, Generative AI, and Power BI or Tableau.
Business Output
A complete AI-powered decision-support platform that converts raw business data into dashboards, predictions, recommendations, conversational insights, and executive summaries.
Portfolio tip: document the problem, your approach, and the result so you can walk an interviewer through your decisions.
95% of our students successfully get placed after completing our programs.
Learn more about how we have been impacting thousands of careers.
Recognition that travels with you
Globally recognized certifications
RaysTech Academy certificate
Certification pathway
Stand out with proof of practical skills.
Build an analytics and Data Science portfolio with nine monthly projects, a complete capstone, resume and LinkedIn preparation, technical and HR mock interviews, and certification guidance from experienced mentors.
Beyond the classroom
Career & Placement Support
Soft skill session
Resume building
Aptitude training
LinkedIn profile building
Mock interview
Job assistance
Career & Placement Assistance
Get comprehensive support to help you become job-ready and confident for your career in Data Analytics & Data Science.
Career guidance and personalized counseling
Resume building and LinkedIn profile support
Interview preparation and mock interviews
Portfolio and project guidance
Job search and application assistance
Access to video lessons from multiple trainers
Student voices
Success Stories
Hear how learners turned structured practice into career momentum.
4.8 learner rating
VV
Veera Venkata
Data Analyst
4.8
“The hands-on projects helped me build confidence and a portfolio I could explain clearly in interviews.”
SS
Sakshi Singaraddi
Trainee Software Engineer
4.8
“The mentors made every step approachable and the career guidance helped me prepare with direction.”
VV
Veera Venkata
Data Analyst
4.8
“The hands-on projects helped me build confidence and a portfolio I could explain clearly in interviews.”
SS
Sakshi Singaraddi
Trainee Software Engineer
4.8
“The mentors made every step approachable and the career guidance helped me prepare with direction.”
Access your complete learning experience through our all-in-one learning portal.
SkillUpAll-in-one
01Live Mentor Sessions
02AI-Powered Practice
03Progress Tracking
04Career support
One learning hub for your complete career journey
Your next opportunity starts here
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Get industry-ready with Wraystech Academy
Industry-Relevant Curriculum with hands-on learning
Live Mentor Support for guidance and doubt resolution
Practical Projects & Case Studies to strengthen your portfolio
Real-World Assignments to build problem-solving skills
Interview & Career Preparation to help you confidently pursue data analytics and data science roles
Start your Data Analytics & Data Science journey with RaysTech Academy.
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A little more clarity
Frequently Asked Questions — Master in Data Analytics & Data Science with GenAI
Answers to common questions about learning, projects, and getting started.
What is the Master in Data Analytics & Data Science with GenAI program?
It is a 9 month industry-focused program covering Excel, SQL, Power BI, Tableau, Python, statistics, Machine Learning, Deep Learning, NLP, Generative AI, AI agents, and AI-powered BI through hands-on learning and monthly projects.
How long is the program?
The program duration is 9 months, including guided learning, practical assignments, monthly projects, a final capstone, and career preparation.
Who can join this program?
The program is suitable for students, graduates, working professionals, and beginners who want to build a career in Data Analytics, Business Intelligence, and Data Science.
Do I need prior experience in Data Analytics or Data Science?
No. The program starts with Excel and analytics fundamentals, then builds into Python, Machine Learning, Deep Learning, NLP, and Generative AI.
What tools and technologies will I learn?
You will learn Excel, SQL, Power BI, Tableau, Python, statistics, Machine Learning, Deep Learning, NLP, and Generative AI tools such as ChatGPT, OpenAI API, LangChain, RAG, and AI agents.
Is the program hands-on?
Yes. The program focuses on practical exercises, assignments, monthly projects, and real-world business scenarios to strengthen your analytics, Data Science, and AI skills.
Will I work on real-world projects?
Yes. You will complete a project each month and a final capstone covering Data Analytics, Data Science, and Generative AI, so you can demonstrate your skills through a professional portfolio.
Will I receive a certificate after completing the program?
Yes. Upon meeting the program requirements, you will receive a RaysTech Academy certificate.
Is an internship included in the program?
If included in your selected program, you will receive an opportunity to gain practical internship experience along with an internship certificate.
Will I get interview preparation?
Yes. The program includes interview preparation, mock interviews, and guidance to help you prepare for Data Analytics and Data Science roles.
Do you provide placement assistance?
Yes. We provide career guidance, resume support, interview preparation, and assistance with relevant job opportunities.
Will I get help with my resume and LinkedIn profile?
Yes. You will receive guidance on resume building and LinkedIn profile optimization to improve your professional profile.
What career opportunities can I pursue after the program?
You can explore roles such as Data Analyst, BI Analyst, Data Scientist, Machine Learning Associate, AI Data Analyst, and Generative AI Associate, depending on your skills and experience.
How are the sessions conducted?
The program includes guided learning and mentor support, with practical sessions designed to help you understand and apply the concepts.
How can I enroll in the program?
You can contact RaysTech Academy for enrollment details, batch schedules, fees, and the next available start date.
Your next chapter starts with a conversation.
Discuss your background, explore the course, and get help choosing a learning plan that fits your goals.
Six-month Data Science program covering Python, statistics, Machine Learning, Deep Learning, NLP, and Generative AI, with 20 sessions and 40 hours of training each month.