Advanced Full Stack Data Science, AI & ML
The Full Stack Data Science, AI & ML program is a job-ready bootcamp designed to cover the complete AI lifecycle—from data collection, data wrangling, and analysis to machine learning, deep learning, MLOps, and AI deployment. Learners will master Python, SQL, and Big Data tools, build and optimize Machine Learning and Deep Learning models, explore AI, LLMs, Generative AI, and NLP, and gain practical expertise in MLOps for building and scaling production-ready ML systems. The program also includes real-world industry projects to help learners apply their skills to practical business problems. By the end of the program, participants will be prepared for roles such as Data Scientist, Machine Learning Engineer, AI Developer, and MLOps Engineer.
Course Curriculum
Module 1: Foundations of Data Science & AI
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Introduction to Data Science, AI & ML
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Python Programming for AI (NumPy, Pandas, Matplotlib, Seaborn)
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Statistics & Probability for Machine Learning
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Linear Algebra & Calculus essentials for ML
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Hands-on: Exploratory Data Analysis (EDA) with Python
Module 2: Databases, Data Engineering & Big Data
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SQL (MySQL, PostgreSQL) for Data Science
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NoSQL (MongoDB, Cassandra) for unstructured data
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Data Pipelines (ETL/ELT with Airflow & Spark)
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Data Warehousing & Streaming (Kafka basics)
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Hands-on: Build a mini ETL pipeline
Module 3: Machine Learning (Core AI)
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Supervised Learning: Regression, Classification
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Unsupervised Learning: Clustering, Dimensionality Reduction
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Ensemble Methods: Random Forest, XGBoost, CatBoost
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Model Evaluation, Cross-Validation, Hyperparameter Tuning
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Hands-on: Predictive Modeling on Real Dataset
Module 4: Deep Learning & Generative AI
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Neural Networks (ANN fundamentals)
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CNNs for Image Processing
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RNNs, LSTMs, GRUs for Time Series & NLP
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Transformers & LLMs (BERT, GPT-style models)
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Generative AI: Text, Image & Audio synthesis
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Hands-on:
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Image Classifier with CNNs
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Text Generator with Transformers
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Module 5: AI Deployment & MLOps
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Model Serving with Flask/FastAPI
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Docker & Kubernetes for ML Models
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MLflow & DVC for Experiment Tracking & Versioning
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CI/CD pipelines for ML (Jenkins, GitHub Actions)
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Cloud ML Platforms: AWS Sagemaker, Azure ML, GCP Vertex AI
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Hands-on: Deploy ML model on Cloud
Module 6: Capstone Project & Career Path
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Industry-specific Capstone Projects (Finance, Retail, Healthcare, Cybersecurity, NLP, CV)
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Building a Data Science & AI Portfolio (GitHub, Kaggle)
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Resume Building, Mock Interviews & Career Prep
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Roadmap to Certifications: TensorFlow Developer, AWS ML Specialty, Azure AI Engineer, Databricks ML
Take the First Step Towards Smarter Learning.
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Placement Companies
Students Reviews
Simanchal Nayak
Analyst ConsultantLeaving my teaching career and stepping into IT felt like a huge challenge. Today, I'm proud to be joining Accenture, Pune. Thank you, DataXSchool and Srikanta Sir, for your unwavering support, expert guidance, and for helping me turn my career dream into reality.
Himanshu Raut
Database EngineerI'm happy to share that I have been placed as a Database Engineer at NTT DATA, Bengaluru .A heartfelt thanks to DataXSchool and Srikanta Sir for their excellent training, practical learning, and continuous support throughout my journey. The guidance and placement assistance helped me achieve my career goal.
Jogeswar Rao
Senior ConsultantI'm grateful to DataXSchool and Srikanta Sir for helping me begin my IT career. As a B.Sc graduate, I'm excited to be placed at Wipro Technology, Mumbai. Thank you for your excellent guidance and support!
Rajesh Patra
Data EngineerAfter a long career gap, I had almost lost hope. Today, I'm grateful to begin a new chapter at Rakuten, Hyderabad. This journey has taught me that with determination and the right opportunity, it's never too late to start again
Gopal P
Data AnalystAs a B.Tech Mechanical graduate, I never imagined I'd transition from a low-paying construction job to the IT industry. Today, I'm proud to start my new journey with **TCS, Bhubaneswar**. Hard work, persistence, and believing in myself made this dream come true.
Alok Rath
Techical ConsultantAfter years of preparing for government jobs, I finally found my path. Happy to start my IT career with Deloitte, Bhubaneswar. Never stop believing—your breakthrough may be closer than you think.
Jay Prakash Meher
Senior Analyst ConsultantAs a B.Sc student with no technical background and no coding knowledge, I never thought I could build a career in IT. Today, I'm proud to be placed at Accenture, Bengaluru. This journey proved that with dedication and the right guidance, anything is possible.
Himesh Raut
Database ConsultantAfter struggling in a low-paying marketing job, I finally found my breakthrough. Happy to start my new IT career with a Chennai-based company (WFH). Every struggle is worth it when you never give up.
Ganesh Rao
Cloud Database AdminstratorAfter long days in a construction field job with a low salary, I decided to change my future. Today, I'm proud to start my IT career with Rackspace, Pune. Every struggle was worth it.
Our Success Story
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