AI Agents for beginners
This course will focus on understanding AI agents and how to use them create persona to perform complex, multi-step actions and make decisions independently.
LLM RAG for beginners
This course includes how to uses LLM and prompt engineering for question answering, reasoning, text summarization ect. Also apllying RAG to access knowledge from external sources.
Advanced NLP
Here Semantic embeddings, Information retrieval, Text summarization, Language modelling and recommendation engine concepts will be taught.
Image processing and Computer vision
Here advance concepts like Deep learning, Digital Image processing, Object detection, Handwriting recognition and Image captioning are taught in details.
Machine Learning for beginners
This course includes Descriptive statistics, Inferential statistics, Supervised learning, Unsupervised learning, Model evaluation and Time series forecasting.
Advanced Machine Learning
This course contains advanced ML concepts like ensemble modeling, Deep Learning, regularization, hyper parameter tuning and Reinforcement Learning.
NLP for Beginners
In this course text representation, POS tagging, feature extraction, preprocessing, sentiment analysis, text similarity and topic mining will be taught.
Python for Beginners
This course will make any individual proficient in python coding. It includes data structure, conditional looping, functions, class, file handling, Regex, visualization and Vibe coding.
Advanced Python programming
This course will take individual to expert level python coding. It includes recursive functions, OOPs, Generators, Decorators, Multi processing, Unit testing and backend web development.
R Programming: Beginner to Expert
This course will take individual to expert level R coding. It includes Data structures, conditional looping, functions, file handling, Regex, visualization, API interaction...
Cloud architecture for AI Models
This course includes cloud architectures for AI processing and different techniques to deploy machine learning models at scale. Also includes distributed ML model training and inferencing.
Data Analytics: Beginner to Expert
Instructor led best course to learn Data analytics from beginning to expert level. It includes ETL, statistical analysis, data visualization, SQL and many more.
Road to Data Scientist
This is a combo course to become an expert data scientist. It includes Python programming, Machine learning, Natural language processing and Deep learning courses.
Road to AI Developer
Combo course to become an expert AI developer. It includes advanced Python programming, overview of Machine learning, NLP and Deep learning. ML Ops concepts like model deployment and retraining.
Road to Business Analytics
Specialized course for MBA students, focusing on how to apply analytics and Gen AI in business management areas like marketing analytics, customer analytics and so on.
Econometrics: Beginner to Expert
Specialized course for Econometrics students, focusing on how to apply statistics and mathematics in economics areas like demand forecasting, Panel data modeling, time series...