Complete Data Science
- Guided Learning path to learn end-to-end Data Science / AI / ML
- Access to all 8 specializations
- Access to 20+ Industry Portfolio Projects with real world datasets
- 60+ exhaustive courses
- Crystal-clear video explanations
- In-depth and exhaustive concepts
- Intuition, theory, math, code workout and exercises
- Unlockable certificate of completion
- 200+ practice exercises and interview questions
- Bonus: 30-Day Interview preparation plan + syllabus
Programming for DS - Specialization
- Learn all Data Science programming languages
- Crystal-clear video explanations
- Fully solved hands-on workouts
- Core Python
- Python for Data Wrangling and Analysis: NumPy, Pandas, Matplotlib
- SQL Levels: I, II, III, IV
- Advanced Python concepts
- Extensive practicals
- Jupyter Notebooks with Course notes and references
- Written code solutions
Math for ML - Specialization
- Essential math required for Data Science / AI / ML
- Linear Algebra
- Statistics and Probability
- Calculus (TBU)
- Course notes with Jupyter Notebooks
- 60+ exhaustive video lessons with code alongs
- Tough concepts explained in simple English
- Concepts + corresponding code
- Coding assessments
- Illustrative diagrams and board drawings
Machine Learning - Specialization
- 9 In-Depth Courses on ML
- Crystal-Clear Video Explanations
- Math, Intuition, Theory and Hands-on code
- Basic and Advanced Topics, spelled out
- Dedicated In-Depth Linear and Logistic Regression Courses
- Advanced Algorithms
- Explainable AI Techniques
- Fixed and Mixed Effects Models course
- Illustrative Diagrams and Board Drawings
- Jupyter Notebooks with Course Notes and References
- 30+ Mini Projects
ML Ops - Specialization
- Hands-on AWS Walkthrough
- In-depth SageMaker for ML course
- Practical Deployment of AI on Cloud
- Exhaustive PySpark Courses (All 5 Levels)
- Advanced Course on Deploying ML on AWS Lambda
- Illustrative Diagrams and board drawings
- Unlockable Certificate of Success
- Comprehensive Video Explanations
- Coding Assessments
- Written code Solutions
Time Series Forecasting - Specialization
- 8 In-Depth Time Series Analysis and Forecasting Courses
- Learn from Years of Industry Expertise
- Hands-on code Walkthroughs
- Concepts, Intuition, Theory, Code-alongs
- Comprehensive Video Explanations
- Detailed written walkthroughs
- Unlockable Certificate of Completion
- Beginner to Advanced Time Series Analysis Techniques
- Time series forecasting projects
- Fully Worked-Out Jupyter Notebooks and Course Notes
Industry Projects - Specialization
- 20+ Fully solved Portfolio projects
- Unlockable Certificate of completion
- Projects courses for multiple domains
- Data Science projects on Marketing, Manufacturing, Finance,and e-Commerce domains
- Deep Learning projects
- Comprehensive video explanations
- In-Depth Data Analysis
- How to present results
- Multiple strategies to tackle problems
- Strategies for client buy-in
- Fully worked out Jupyter Notebooks and course notes
Deep Learning - Specialization
- 6+ Deep Learning Courses
- PyTorch Implementations
- 80+ comprehensive video lessons
- Fully solved Deep Learning Industry Projects
- Hands-on tasks for Practice
- Application of PyTorch in Deep Learning
- Access to Practice Datasets
- Concept, theory and math behind AI models
- Build your first AI application
- Build portfolio projects
- Unlockable certificate of completion
Generative AI - Specialization
- Build Generative AI projects on the cloud
- Comprehensive LangChain Course
- Complete AWS Bedrock Course
- Exhaustive video explanations
- Fully reproducible code and templates
- Advanced RAG strategies
- Access to all notebooks and codes
- Hands-on code alongs
- Illustrative drawings and architecture diagrams
- Crystal-clear video explanations
- Unlockable certificate of completion
Supplementary Courses
- Learn R programming
- Advanced concepts walkthrough
- Build Statistical foundations
- NLP using SpaCy
- Model training using Caret in R
- Fully solved notebooks and code
- Comprehensive R video course
- Hands-on tasks for Practice
- Analytics and statistics with R
- Certificate of Completion
- Written code solutions