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AI Roadmap

Beginner
Foundations of python
Foundations of python
Beginner
Integrating python libraries
Integrating python libraries
Beginner
Introduction to ML
Introduction to ML
Beginner
Basics of AI
Basics of AI
Beginner
Supervised and Unsupervised Learning
Supervised and Unsupervised Learning
Beginner
Learning datasets
Learning datasets
Beginner
Playing with Data
Playing with Data
Beginner
ML Algorithms
ML Algorithms
Beginner
Regression
Regression
Beginner
Classification
Classification
Beginner
Clustering
Clustering
Beginner
Dimentional Reduction
Dimentional Reduction
Beginner
Intermediate
Introduction to deep learning
Introduction to deep learning
Intermediate
Neural Networks
Neural Networks
Intermediate
DL frameworks
DL frameworks
Intermediate
NLP - natural langugage processing
NLP - natural langugage processing
Intermediate
basic NLP
basic NLP
Intermediate
Hyperparameter Tuning
Hyperparameter Tuning
Intermediate
Computer Vision
Computer Vision
Intermediate
Ensemble Methods
Ensemble Methods
Intermediate
Feature Engineering
Feature Engineering
Intermediate
Advance
GenAI and DL
GenAI and DL
Advance
advanced NLP
advanced NLP
Advance
Convolutional Neural Networks (CNNs) Recurrent Neural Networks (RNNs)
Convolutional Neural Networks (CNNs) Recurrent Neural Networks (RNNs)
Advance
Natural Language Understanding
Natural Language Understanding
Advance
Graph Neural Networks
Graph Neural Networks
Advance
Gen Models - Autoencoders, GAN
Gen Models - Autoencoders, GAN
Advance
Explainable AI
Explainable AI
Advance
Additional Resources
Research Portal
Research Portal
Additional Resources