Advanced Full Stack Data Science, AI & ML
This Full Stack Data Science, AI & ML program is a job-ready bootcamp that covers the entire AI lifecycle — from data collection and wrangling to machine learning, deep learning, MLOps, and AI deployment.
Learners will:
-
Master Python, SQL, and Big Data tools
-
Build and optimize Machine Learning & Deep Learning models
-
Explore AI/LLMs, Generative AI, and NLP
-
Learn MLOps for scaling ML systems
-
Complete real-world projects across industries
By the end, participants will be equipped to work as Data Scientists, ML Engineers, AI Developers, or MLOps Engineers.
Course Curriculum
Module 1: Foundations of Data Science & AI
-
Introduction to Data Science, AI & ML
-
Python Programming for AI (NumPy, Pandas, Matplotlib, Seaborn)
-
Statistics & Probability for Machine Learning
-
Linear Algebra & Calculus essentials for ML
-
Hands-on: Exploratory Data Analysis (EDA) with Python
Module 2: Databases, Data Engineering & Big Data
-
SQL (MySQL, PostgreSQL) for Data Science
-
NoSQL (MongoDB, Cassandra) for unstructured data
-
Data Pipelines (ETL/ELT with Airflow & Spark)
-
Data Warehousing & Streaming (Kafka basics)
-
Hands-on: Build a mini ETL pipeline
Module 3: Machine Learning (Core AI)
-
Supervised Learning: Regression, Classification
-
Unsupervised Learning: Clustering, Dimensionality Reduction
-
Ensemble Methods: Random Forest, XGBoost, CatBoost
-
Model Evaluation, Cross-Validation, Hyperparameter Tuning
-
Hands-on: Predictive Modeling on Real Dataset
Module 4: Deep Learning & Generative AI
-
Neural Networks (ANN fundamentals)
-
CNNs for Image Processing
-
RNNs, LSTMs, GRUs for Time Series & NLP
-
Transformers & LLMs (BERT, GPT-style models)
-
Generative AI: Text, Image & Audio synthesis
-
Hands-on:
-
Image Classifier with CNNs
-
Text Generator with Transformers
-
Module 5: AI Deployment & MLOps
-
Model Serving with Flask/FastAPI
-
Docker & Kubernetes for ML Models
-
MLflow & DVC for Experiment Tracking & Versioning
-
CI/CD pipelines for ML (Jenkins, GitHub Actions)
-
Cloud ML Platforms: AWS Sagemaker, Azure ML, GCP Vertex AI
-
Hands-on: Deploy ML model on Cloud
Module 6: Capstone Project & Career Path
-
Industry-specific Capstone Projects (Finance, Retail, Healthcare, Cybersecurity, NLP, CV)
-
Building a Data Science & AI Portfolio (GitHub, Kaggle)
-
Resume Building, Mock Interviews & Career Prep
-
Roadmap to Certifications: TensorFlow Developer, AWS ML Specialty, Azure AI Engineer, Databricks ML
Take the First Step Towards Smarter Learning.
Connect with us effortlessly! Get a call back to resolve your queries, request a free demo class to explore our offerings, or book a personalized demo session to dive deeper into your learning journey. Experience a seamless path to mastering data analytics with expert guidance at every step.
Placement Companies
Students Reviews
Richa Singh
Senior DBAI am from Bhubaneswar, an MBA graduate with 4 years of experience as a Marketing Manager earning 6 LPA. Despite my efforts, my salary remained stagnant, and I knew it was time for a career transformation. Transitioning from marketing to IT felt like a daunting challenge, especially since I lacked technical skills.
Chandan Kumar
Lead EngineerThe NoSQL DBA course offered by DataXSchool was comprehensive and industry-relevant, covering all the essential skills and knowledge required to excel in the field. The hands-on practical sessions and real-world examples made the learning process incredibly effective.
Jogeswar Rao
MongoDB DBAIt’s a proud moment for me to share that I’ve been hired as a Database Engineer at Raukteen, Hyderabad, with an impressive package of 10.2 LPA per annum. As a B.Sc graduate, this achievement feels incredible, and all credit goes to DataXSchool and our mentor, Srikanta Sir. The 4-month Database Engineer course was comprehensive and practical, covering:
Simachal Nayak
Database EnginnerI am extremely grateful to DataXSchool for their amazing DBA course, which has completely transformed my career. I am thrilled to share that I have secured a job in Bengaluru with LTIMindtree at an incredible salary of ?7,60,000 per annum.
Santosh Patra
Senior DBAI’m thrilled to announce that I have secured a job at Wipro Techology as a Senior DBA with a monthly salary of ?95,000! ????
This incredible achievement wouldn’t have been possible without DataXSchool and their top-notch DBA course. The course not only equipped me with the right skills but also gave me the confidence to crack the Infosys interview with ease. I owe my success to Srikanta Sir, whose guidance and mentorship inspired me to pursue this course. His support has been invaluable in helping me achieve my dream job.
Our Success Story
//