Abhishek Thakur Courses

An Introduction to Transfer Learning in NLP and HuggingFace

Learn about NLP breakthroughs, Transfer Learning, and Transformer architectures with Thomas Wolf, co-founder of HuggingFace. Explore open-source tools in a 1-2 hour workload.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Online Course

Automated Hyperparameter Tuning for Deep Neural Networks

Learn to automate hyperparameter optimization for neural networks using Optuna in less than an hour with Abhishek Thakur. Ideal for PyTorch users.

• YouTube
• 56 minutes
• On-Demand
• Free Online Course

What Are CycleGANs? - A Novel Deep Learning Tool in Pathology

Learn about CycleGANs, their applications, and pitfalls from child prodigy Tanishq Abraham. Includes a code demo and insights into applying CycleGANs to pathology. 1-2 hours.

• YouTube
• 1 hour 28 minutes
• On-Demand
• Free Online Course

Detecting Masked Faces in the Pandemic World

Learn to verify mask usage with Deep Learning from Lyft's Sr. Computer Vision Engineer, Vladimir Iglovikov. Material takes 1-2 hours.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Online Course

Captcha Recognition Using PyTorch - Convolutional-RNN + CTC Loss

Learn to implement a Convolutional-RNN model for captcha recognition using PyTorch in a 1-2 hour tutorial by Abhishek Thakur.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Online Course

Hyperparameter Optimization - This Tutorial Is All You Need

Learn hyperparameter optimization techniques with Abhishek Thakur in under an hour. Topics include Grid Search, Random Search, Bayesian Optimization, Hyperopt, and Optuna.

• YouTube
• 1 hour
• On-Demand
• Free Online Course

How to Convert Almost Any PyTorch Model to ONNX and Serve It Using Flask

Learn to convert any PyTorch model to ONNX and serve it using Flask API with Abhishek Thakur's concise, less than 1-hour material. Ideal for BERT sentiment model users.

• YouTube
• 27 minutes
• On-Demand
• Free Online Course

Building an Entity Extraction Model Using BERT

Learn to build an entity extraction model using BERT with Abhishek Thakur. This 1-2 hour material covers data loading, tokenizing, training, and prediction using PyTorch and huggingface's transformers library.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Online Course

How to Train a Deep Learning Model Using Docker

Learn to use Docker for deep learning model training with Abhishek Thakur. Master NVIDIA docker runtimes & PyTorch for melanoma classification. Less than 1hr workload.

• YouTube
• 21 minutes
• On-Demand
• Free Online Course

Dockerizing the Skin Cancer Detection Web Application

Learn to dockerize a skin cancer detection web app with Abhishek Thakur in under an hour, covering Docker installation, building, and testing.

• YouTube
• 20 minutes
• On-Demand
• Free Online Course

Build a Web-App to Serve a Deep Learning Model for Skin Cancer Detection

Learn to build a web application for skin cancer detection using Flask, jinja2, and bootstrap with Abhishek Thakur. Less than 1-hour workload.

• YouTube
• 43 minutes
• On-Demand
• Free Online Course

Introduction to T5 for Sentiment Span Extraction

Explore T5 encoder-decoder model for NLP tasks with Abhishek Thakur's 1-2 hour material. Learn its implications for industry and application in sentiment span extraction on tweets.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Online Course

Image Restoration Using Deep Learning - Dehazing

Explore image restoration using deep learning with Subhaditya Mukherjee, a student at Vellore Institute of Technology, in this 1-2 hour webinar by Abhishek Thakur. Learn about dehazing and neural networks.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Online Course

Simple and Basic Evaluation Metrics for Regression

Learn to implement key evaluation metrics for regression problems in under an hour with Abhishek Thakur. Topics include Mean Absolute Error, R2 score, and more.

• YouTube
• 31 minutes
• On-Demand
• Free Online Course

Sentencepiece Tokenizer With Offsets for T5, ALBERT, XLM-RoBERTa and Many More

Learn to use Google's Sentencepiece tokenizer for question and answering systems in less than an hour with Abhishek Thakur. Implement it with various transformer models.

• YouTube
• 25 minutes
• On-Demand
• Free Online Course