Bilal FAYE
Data Science | Machine Learning | Deep Learning
Data Science | Machine Learning | Deep Learning
Explore a comprehensive set of Machine Learning (ML) and Deep Learning (DL) courses on my GitHub. Designed for both beginners and advanced learners, these resources provide structured code examples, projects, and tutorials to deepen your understanding of Artificial Intelligence (AI). You'll find a variety of Python implementations covering:
- Neural Networks and Deep Learning foundations
- Large Language Models (LLM), including advanced architectures and training techniques
- Hands-on code for Natural Language Processing (NLP)
- Computer Vision applications with Convolutional Neural Networks (CNNs)
- Reinforcement Learning and optimization techniques
- Model evaluation, hyperparameter tuning, and deployment
Each course includes Jupyter Notebooks, code samples, and step-by-step guides for learning essential concepts and applying them to real-world datasets. With a focus on practical application, these resources can help you build robust models in PyTorch, TensorFlow, and other frameworks widely used in the industry.
Dive into topics like Transfer Learning, Data Preprocessing, Model Fine-Tuning, and Advanced NLP with Transformers. Whether you're enhancing your ML/DL skills or exploring cutting-edge AI technologies, this repository provides the foundation to get started and keep growing.
Check out the full set of resources on GitHub.
Keywords: Machine Learning, Deep Learning, AI, Neural Networks, Large Language Models, NLP, Computer Vision, Reinforcement Learning.
2023
Normalization Techniques in Neural Networks
2024
Lightweight Approaches for Multimodal Systems
2025
Enhancing Neural Network Explainability: From Black-Box to Glass-Box Using Game Theory
NLP projects
Automatic Speech Translation (ASR) - Wolof Transcription : https://huggingface.co/bilalfaye/wav2vec2-large-mms-1b-wolof
Text to Speech - Wolof: https://huggingface.co/bilalfaye/speecht5_tts-wolof
Translation - English to Wolof and Wolof to English : https://huggingface.co/bilalfaye/nllb-200-distilled-600M-en-wo