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Learn to fine-tune a pre-trained YOLO v5 model using a custom clothing dataset with Venelin Valkov. Understand YOLO, install libraries, evaluate results in under 1 hour.
. Learn to create, save, load & explore natural language processing models using HuggingFace library.
This course covers a ChatGPT API, compare it with a web app, get an API key, set up Google Colab, make your first request, recreate web prompts, maximum tokens, count tokens with tiktoken, generate multiple completions, and adjust the temperature.
Learn to do inference with Stanford Alpaca, set up necessary libraries, generate text using a prompt template, and compare its performance with ChatGPT in under an hour with Venelin Valkov.
Learn to deploy a pre-trained BERT model as a REST API using FastAPI and Uvicorn in under an hour with Venelin Valkov. Includes hands-on project work.
This course covers using BERT to create, train, and evaluate a sentiment classifier using Transfer Learning and Hugging Face.
Learn text preprocessing and sentiment analysis using BERT, huggingface, and PyTorch in this short tutorial by Venelin Valkov. Master tokenization, padding, and creating data loaders.
Venelin Valkov's quick tutorial on using Matplotlib in Python for data visualization and exploratory data analysis in machine learning. Less than 1 hour.
Learn to classify traffic sign images using a pre-trained ResNet model with Venelin Valkov's tutorial. Gain skills in data exploration, model creation, training, and evaluation in 1-2 hours.
Learn to predict future Coronavirus cases using real-world data with Venelin Valkov's tutorial. Master LSTM time series forecasting with PyTorch in Python in just 1-2 hours.
Master image processing with OpenCV in Python in under an hour with Venelin Valkov. Learn to read, write, crop, resize, rotate, blur images, find contours, and more.
Learn the basics of Pandas DataFrames for effective data analysis in under an hour with Venelin Valkov. Master operations like handling missing values, column manipulation, and plotting.
Learn to build a neural network with Python and PyTorch, predict weather patterns, and optimize models in under an hour with Venelin Valkov.
Learn about Neural Networks, Perceptron and Sigmoid Neuron models with TensorFlow.js in under an hour with Venelin Valkov.
Learn to build a Logistic Regression model in TensorFlow.js to predict diabetes, with Venelin Valkov's under 1-hour tutorial. Includes data visualization and model training.
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