holbertonschool-machine_learning
- Intro to Linear Algebra
- Intro to Calculus
- Intro to Plotting
- Intro to Probability
- Advanced Linear Algebra
- Advanced Probability
- Binary Classification
- Multiclass Classification
- Optimization Techniques
- Regularization Techniques
- Convolutional Neural Networks
- Deep Convolutional Architectures
- Recurrent Neural Networks
- Transformers
- Seq-to-Seq modeling
- Object Detection
- Face Verification
- Neural Style Transfer
- Stock predictions
- Speech to Text
- Machine Translation
- Recommender Systems
- Dimensionality Reduction
- Clustering
- Embeddings
- Autoencoders
- Generative Adversarial Networks
- Hyperparameter Optimization
- Hidden Markov Models
- Agent-Environment Framework
- Multi-armed Bandit problems
- Markov decision process
- Exploration vs Exploitation
- Policy and Value Functions
- Temporal Difference Learning
- Deep Reinforcement Learning
- Web scraping
- Labeling data
- SQL & NoSQL databases
- Map Reduce
- Hosting on cloud platforms
About
Deep learning projects with Tensorflow and Keras.
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Language:Python 92.7%Language:Jupyter Notebook 7.3%