Become a Job Ready Data Scientist with Generative AI
Build practical Data Science and Generative AI skills through hands on projects and real world industry case studies. Learn Python, Machine Learning, Deep Learning, NLP, LLMs, and Prompt Engineering, and apply them to real data and AI problems.
Real time industry trainers
Certificate on completion
Classroom + online available
Flexible batch timings
Data Science & Generative AI Skills Take You
Data Science and Generative AI are reshaping how companies across IT services, product startups, banking, and e commerce build and automate decision making. Every business working with data at scale now needs professionals who can combine traditional machine learning with modern Generative AI and LLM based tools. Our curriculum covers the practical skills employers look for: Python and ML fundamentals, deep learning, NLP, and hands on Generative AI application development.
Runs across every industry
IT services, product startups, banking, healthcare, and e commerce companies all need data science and Gen AI talent for analytics and automation
Covers in demand, portable tools
Skills in Python, Machine Learning, LLMs, and Prompt Engineering apply across data science, ML engineering, and AI product roles
Flexible career paths
Data science professionals work as data analysts, ML engineers, or Generative AI specialists, one foundation, multiple career formats
Salary data, sourced
Entry level data science professionals typically start around ₹4 to 8 LPA, moving to ₹12 to 22 LPA with experience, per Glassdoor/Naukri salary reports
Work with the Tools Powering Data Science & AI
Build hands on experience with the technologies used to analyze data, develop machine learning models, and build Generative AI applications.
Structured Data Science & Generative AI Syllabus Module by Module
This data science course in Bangalore covers everything from programming foundations to advanced Generative AI and LLM development, structured across modules, with hands on projects and a capstone project throughout.
Programming Foundations
- Python for Data Science
- Data structures and algorithms basics
- Python libraries: NumPy, Pandas, Matplotlib/Seaborn
- Jupyter Notebook / Google Colab
Mathematics for Data Science
- Linear algebra
- Probability and statistics
- Calculus basics
- Optimization techniques
Data Analysis & Visualization
- Data cleaning and preprocessing
- Exploratory Data Analysis (EDA)
- Data visualization techniques
- Handling missing data
- Feature engineering
Machine Learning Fundamentals
- Supervised learning: Linear Regression, Logistic Regression, Decision Trees, Random Forest, SVM
- Unsupervised learning: K Means clustering, PCA dimensionality reduction
Deep Learning
- Neural networks basics
- Backpropagation
- CNN (Convolutional Neural Networks)
- RNN / LSTM
- TensorFlow / PyTorch frameworks
Natural Language Processing (NLP)
- Text preprocessing
- Tokenization
- Word embeddings
- Sentiment analysis
- Text classification
Generative AI Fundamentals
- Introduction to Generative AI
- Types of generative models and industry applications
- Generative Adversarial Networks (GANs)
- Transformer architecture
- Large Language Models (LLMs)
- Diffusion models for image generation
Prompt Engineering
- Prompt design principles
- Zero shot / few shot prompting
- Chain of thought prompting
- AI prompt optimization
LLM Development
- Tools & frameworks: OpenAI API, Hugging Face, LangChain
- Fine tuning models
- Embeddings
- Vector databases
- Retrieval Augmented Generation (RAG)
Generative AI for Data Science Workflows
- Using AI to automate data cleaning, data generation, feature engineering, exploratory data analysis, and report generation
AI Deployment & MLOps
- Model deployment
- APIs for AI models
- Docker & cloud deployment
- CI/CD for ML models
- Model monitoring
Responsible AI & Ethics
- Bias in AI models
- Data privacy
- AI governance
- Ethical AI use
- Deepfake and misinformation risks
Industry Projects
- AI chatbot using LLM
- Automated data analysis assistant
- Text to image generator
- Recommendation system
- Fraud detection model
Capstone Project
- End to end project covering data collection, model training, Generative AI integration, and deployment
Who Should Join This Data Science with Generative AI Course

Choose a Batch That Fits Your Schedule
This data science training and placement program in Bangalore is offered across weekday, weekend, and live online formats.
Ideal for freshers and full time learners.
- 1 to 2 hrs/day · Mon Fri
- Morning & evening slots
- 5 to 6 weeks total
- Max 20 students
Best suited for working professionals.
- 2 to 3 hrs/session · Sat Sun
- No clash with office hours
- 6 to 8 weekends total
- Max 20 students
Trained by Industry Experts Not Just Instructors
MNP's Data Science trainers bring years of combined industry experience across machine learning, deep learning, and Generative AI application development. Every session is built around real datasets, real prompts, and the kind of problems that come up in data science and AI interviews.
Senior Data ScientistYears of experience building ML and deep learning models for enterprise use cases
Generative AI / LLM SpecialistExpert in prompt engineering, RAG pipelines, and LLM fine tuning with LangChain and Hugging Face
MLOps EngineerSpecializes in model deployment, Docker, cloud pipelines, and CI/CD for ML systems
Your Career Pathway to Data Science & AI Roles
Our data science training and placement program in Bangalore includes:
Resume building with data science and AI specific templates
Mock interviews with real data science, ML, and Generative AI interview questions
LinkedIn and portfolio (GitHub/Kaggle) profile optimization
Direct referrals to hiring partners actively seeking data scientists and AI engineers
Weekly job notifications for data science, ML, and Gen AI roles in Bangalore
Offer letter and salary negotiation guidance
What Our Data Science Students Say
These are real students who trained at MNP Technologies and went on to secure rewarding data science and AI roles in Bangalore.
Frequently Asked Questions
What is Data Science with Generative AI?

Ans: Data Science with Generative AI combines traditional data science skills, Python, statistics, and machine learning, with modern Generative AI techniques like LLMs, prompt engineering, and RAG, used to build intelligent, AI powered applications.
What is the eligibility for a Data Science course in Bangalore?

Ans: Any graduate with basic computer knowledge can join, B.Tech, BCA, MCA, B.Sc, or working professionals from analytics, testing, or development backgrounds.
Do I need a coding background to learn Data Science?

Ans: No prior coding experience is required. The course starts with Python fundamentals and builds up to machine learning, deep learning, and Generative AI through structured, hands on training.
What is the difference between Data Science and Generative AI?

Ans: Data Science focuses on analyzing data and building predictive models, while Generative AI focuses on models that can create new content, text, images, or code, using techniques like LLMs and diffusion models. This course covers both.
What kind of job roles can I apply for after this course?

Ans: Graduates routinely enter the market as Data Scientists, Machine Learning Engineers, Generative AI Engineers, and Data Analysts.
Will I get hands on project experience during the training?

Ans: Yes. You'll work on industry style projects like an AI chatbot, a text to image generator, and a recommendation system, culminating in an end to end capstone project.
What is the starting salary for a Data Science fresher in Bangalore?

Ans: A fresher starting out as a Junior Data Scientist or ML Engineer can expect a starting annual package ranging from ₹4 Lakhs to ₹7 Lakhs per annum (LPA).
What is the duration of the Data Science with Generative AI program at MNP Technologies?

Ans: Our comprehensive, project based Data Science with Generative AI training program takes approximately 4 to 5 months, depending on the batch type.

Ready to Start Your Data Science Career?
Weekday, Weekend & Fast Track batches available, classroom and live online across India. Book a free demo to find the right batch for you.
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