Welcome to Neural Hacks with Vasanth
Here is what you can expect from the channel
Playlists Available right now
Currently there are five playlists in Channel. They are:
| Playlist | Number of Videos | Status |
|---|---|---|
| NLP Research Papers | 4 | Ongoing |
| LLMs Related | 6 | Ongoing |
| NLP Projects | 4 | Ongoing |
| ML Bootcamp | 7 | Completed |
| Transformer Embeddings | 3 | Completed |
NLP Research Papers
📚🔬 Elevate your NLP knowledge with our Research Papers Demystified playlist! 🧠📝 Uncover the secrets behind the most impactful and trending papers in the field of Natural Language Processing
Following are the videos available in the playlists right now
- LoRA Paper Explanation and Implementation
- DPO Paper Explanation and Implementation
- Platypus Paper Explanation and Implementation
Playlist Page Link: Playlist Page
LLMs Related
🔥 Unleash the Power of Language Models! 💬✨ Dive into the world of cutting-edge AI with our Trending Concepts in LLMs Related playlist!
Following are the videos available in the playlists right now
- Finetune Llama2 under 50 lines in Google Colab using QLoRA
- Deploy Local LLM Like a ChatGPT Chatbot
- DPO Paper Implementation
- IDEFICS Image Captioner
- CodeLlama Finetuning and CPU Inferencing
Playlist Page Link: Playlist Page
NLP Projects
🚀📊 Unleash the NLP Powerhouse: Transformers in Action! 🤖🔮 Ready to dive into the world of End-to-End NLP Projects? Welcome to the ultimate playlist that covers every conceivable task, every magic moment, and every mind-boggling application achievable with Transformers in the realm of Natural Language Processing. 🌐✨
Following are the videos available in the playlists right now
- Chatbot using FlanT5 and LoRA
- Text Classifier using DistilBERT
- AI In Cricket-1 -> Cricket Post Match Report Generation using Live Commentary
- Keyword Extraction using BERT(NER)
Playlist Page Link: Playlist Page
ML Bootcamp
🚀📊 Launch Your Machine Learning Journey: The Ultimate Beginner's Bootcamp! 🌟🔍 Ready to unravel the mysteries of Machine Learning project lifecycle? Welcome to the ML Expedition Bootcamp, a step-by-step guide to mastering every phase from Data Collection to Model Inferencing. 📈🔮
Following are the videos available in the playlists:
- Introduction to ML Lifecycle
- EDA and its Importance
- Handling Missing Values
- Handling Categorical Values and Outliers
- Feature Scaling and Transformations
- Feature Selection, Train Test Split and Model Creation
- Model Hyperparameter Tuning
Playlist Page Link: Playlist Page
Transformer Embeddings
🔍📚 Dive into the World of Textual Representations: The Sentence Transformer Embeddings Exploration! 🌐✨
Welcome to a journey of understanding the essence of representations! In this captivating playlist, we delve deep into the transformative magic of Sentence Transformers and their remarkable embeddings. 🚀🔮
Following are the videos available in the playlist
- Generating Embeddings from Sentence Transformers
- Reducing Dimension of Embeddings using UMAP
- Visualization of Embeddings
Playlist Page Link: Playlist Page
More Updates
🔮✨ Get Ready for More Surprises! 🎉🎬 Stay Tuned for the Unveiling of Our Next Thrilling Playlists! 🚀🌟
Stay connected, keep your curiosity alive, and watch this space for the big reveals. Whether you're a tech enthusiast, an AI explorer, or simply hungry for knowledge, our future playlists are tailored to surprise and inspire you. 🎈🤓