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170 видео
BARK: Free Text to Speech & Voice Cloning
Build your own Stable Doodle: Sketch to Image
Stable Diffusion XL (SDXL) DreamBooth: Easy, Fast & Free | Beginner Friendly
The FASTEST way to build CHAT UI for LLAMA-v2
The EASIEST way to finetune LLAMA-v2 on local machine!
Run LLAMA-v2 chat locally
1-Click LLM Deployment!
100% Private & Local PDF ChatBot (without langchain)
Deploy FULLY PRIVATE & FAST LLM Chatbots! (Local + Production)
Train LLMs in just 50 lines of code!
Content Based Image Search: InstructBLIP + Sentence Transformers + FAISS
Building a summarizer using XGen-7b: Fully open source LLM by Salesforce
Tips N Tricks #3: Creating a clean inference kernel/notebook on Kaggle
Tips N Tricks #1: Send messages to Slack using Python
Handling Missing Values (with Rob Mulla)
Stable Diffusion Inpainting with Segment Anything Model (SAM)
How to: AI Generated QR Codes (Using Python)
Deploy Any Machine Learning Or Deep Learning Model On Google Cloud Platform (App Engine)
Text Extraction From a Corpus Using BERT (AKA Question Answering)
Captcha recognition using PyTorch (Convolutional-RNN + CTC Loss)
Building a recommendation system using deep learning
Kaggle's 30 Days Of ML (Day-1): Getting Started With Kaggle
Best computer vision competitions on Kaggle (for beginners)
How to train a deep learning model using docker?
My First Neural Network using Keras
TS-2: ARIMA and Friends
6. Dataloader in PyTorch
Deploy Any Machine Learning (or Deep Learning) Endpoint on Google Cloud Platform In 10 minutes
8. Training and validation loops in PyTorch
VS Code (codeserver) on Google Colab / Kaggle / Anywhere
TS-9: Hybrid methods for time series
Kaggle Hidden Gems - The Competition (with Heads or Tails)
Training Sentiment Model Using BERT and Serving it with Flask API
Deep learning for (almost) any text classification problem (binary, multi-class, multi-label)
NVIDIA Broadcast App: AI-based application for streaming / broadcasting / meeting (all features)
Basic git commands everyone should know about
Live Q&A: Getting Started With Data Science
3. The dataset class in PyTorch
How to convert almost any PyTorch model to ONNX and serve it using flask
7. Linear regression model in PyTorch
Kaggle's 30 Days Of ML (Day-5, Part-1): Python Lists and Tuples
How to serve any machine learning or deep learning model using FastAPI
Segment Anything + ControlNet + Stable Diffusion = 💥
Custom object detection in Python using YOLOv8
Finetune LLMs (llama, vicuna, gptneo, pythia) without any code!
Talks # 8: Sebastián Ramírez; Build a machine learning API from scratch with FastAPI
TS-10: Validation methods for time series
Docker For Data Scientists
Train custom object detection model with YOLO V5
Episode 4: Simple and Basic Binary Classification Metrics
Natural Language Processing: Tokenization (Basic)
I just got access to GitHub's Codespaces and it's amazing!