Introduction to Neural Networks
Learn the basics of neural networks and implement a simple model using TensorFlow.
Neural Networks
TensorFlow
Beginner
Natural Language Processing
Explore advanced NLP techniques using BERT for text classification and sentiment analysis.
NLP
BERT
Advanced
Computer Vision: Image Classification
Build an image classification model using Convolutional Neural Networks (CNNs) with PyTorch.
Computer Vision
CNN
PyTorch
Time Series Forecasting
Implement ARIMA and Prophet models for time series analysis and forecasting.
Time Series
ARIMA
Prophet
Reinforcement Learning: Q-Learning
Get started with reinforcement learning by implementing a Q-learning algorithm.
Reinforcement Learning
Q-Learning
OpenAI Gym
Clustering Algorithms
Explore various clustering techniques including K-means, DBSCAN, and Hierarchical Clustering.
Clustering
Unsupervised Learning
scikit-learn