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Multi-label Text Classification with BERT and PyTorch Lightning

— Deep Learning, NLP, Neural Network, PyTorch, Python

How Neural Networks make predictions

— Deep Learning, Object Detection, Neural Network, PyTorch, Python

Build a simple Neural Network with TensorFlow.js in JavaScript

— Deep Learning, Machine Learning, Neural Network, JavaScript

Training a Deep Neural Network with Backpropagation from Scratch in JavaScript

— Deep Learning, Machine Learning, Neural Network, JavaScript

Training a Neural Network from Scratch with Gradient Descent in JavaScript

— Deep Learning, Machine Learning, Neural Network, JavaScript

Making Predictions with a Simple Neural Network from Scratch in JavaScript

— Deep Learning, Machine Learning, Neural Network, JavaScript

Object Detection on Custom Dataset with YOLO (v5) using PyTorch and Python

— Deep Learning, Computer Vision, Object Detection, Neural Network, Python

3D Photo Inpainting - Turn Any Picture Into 3D Photo with Deep Learning and Python

— Deep Learning, Computer Vision, Machine Learning, Neural Network, Python

Transfer Learning for Image Classification using Torchvision, Pytorch and Python

— Deep Learning, Computer Vision, Machine Learning, Neural Network, Transfer Learning, Python

Reproducible Machine Learning and Experiment Tracking Pipeline with Python and DVC

— Deep Learning, Machine Learning, DVC, Reproducibility

Deploy BERT for Sentiment Analysis as REST API using PyTorch, Transformers by Hugging Face and FastAPI

— Deep Learning, NLP, REST, Machine Learning, Deployment, Sentiment Analysis, Python

Sentiment Analysis with BERT and Transformers by Hugging Face using PyTorch and Python

— Deep Learning, NLP, Machine Learning, Neural Network, Sentiment Analysis, Python

Create Dataset for Sentiment Analysis by Scraping Google Play App Reviews using Python

— Deep Learning, NLP, Machine Learning, Neural Network, Sentiment Analysis, Python

Time Series Anomaly Detection using LSTM Autoencoders with PyTorch in Python

— Deep Learning, PyTorch, Machine Learning, Neural Network, Autoencoder, Time Series, Python

Time Series Forecasting with LSTMs for Daily Coronavirus Cases using PyTorch in Python

— Deep Learning, PyTorch, Machine Learning, Neural Network, Time Series, Python

OpenCV Tutorial for Beginners with Python

— Computer Vision, OpenCV, Python

Build Your First Neural Network with PyTorch

— Deep Learning, PyTorch, Machine Learning, Neural Network, Classification, Python

Face Detection on Custom Dataset with Detectron2 and PyTorch using Python

— Deep Learning, PyTorch, Machine Learning, Computer Vision, Object Detection, Face Detection, Python

Getting Started with PyTorch

— Deep Learning, PyTorch, Machine Learning, Python

Intent Recognition with BERT using Keras and TensorFlow 2

— Deep Learning, Keras, NLP, Text Classification, Python

Build a Recommender System using Keras and TensorFlow 2 in Python

— Deep Learning, Keras, Recommender Systems, Python

Sentiment Analysis with TensorFlow 2 and Keras using Python

— Deep Learning, Keras, TensorFlow, NLP, Sentiment Analysis, Python

Image Data Augmentation for TensorFlow 2, Keras and PyTorch with Albumentations in Python

— Deep Learning, Keras, Computer Vision, Preprocessing, Python

Object Detection on Custom Dataset with TensorFlow 2 and Keras using Python

— Deep Learning, Keras, TensorFlow, Computer Vision, Python

Time Series Anomaly Detection with LSTM Autoencoders using Keras in Python

— Deep Learning, Keras, TensorFlow, Time Series, Python

Time Series Classification for Human Activity Recognition with LSTMs in Keras

— Deep Learning, Keras, TensorFlow, Time Series, Python

Demand Prediction with LSTMs using TensorFlow 2 and Keras in Python

— Deep Learning, Keras, TensorFlow, Time Series, Python

Time Series Forecasting with LSTMs using TensorFlow 2 and Keras in Python

— Deep Learning, Keras, TensorFlow, Time Series, Python

Hacker's Guide to Fundamental Machine Learning Algorithms with Python

— Deep Learning, Keras, TensorFlow, Machine Learning, Python

Hacker's Guide to Data Preparation for Machine Learning

— Deep Learning, Keras, TensorFlow, Machine Learning, Python

Deploy a Keras Deep Learning Project to Production with Flask

— Deep Learning, Keras, TensorFlow, Machine Learning, Python

Hacker's Guide to Hyperparameter Tuning

— Neural Networks, Deep Learning, TensorFlow, Machine Learning, Python

Hacker's Guide to Fixing Underfitting and Overfitting Models

— Neural Networks, Deep Learning, TensorFlow, Machine Learning, Python

Practical Guide to Handling Imbalanced Datasets

— Neural Networks, Deep Learning, TensorFlow, Machine Learning, Python

TensorFlow 2 and Keras - Quick Start Guide

— Neural Networks, Deep Learning, TensorFlow, Machine Learning, Python

Burglar alarm system using Object Detection with TensorFlow.js | Deep Learning for JavaScript Hackers (Part VII)

— Neural Networks, Deep Learning, Computer Vision, TensorFlow, Machine Learning, JavaScript

ToDo List text classification using Embeddings and Deep Neural Networks | Deep Learning for JavaScript Hackers (Part VI)

— Neural Networks, Deep Learning, Natural Language Processing, TensorFlow, Machine Learning, JavaScript, React

Alien vs Predator image classification using Deep Convolutional Neural Networks | Deep Learning for JavaScript Hackers (Part V)

— Neural Networks, Deep Learning, Convolutional Neural Networks, TensorFlow, Machine Learning, JavaScript

Sometimes you got to smash that

— Powerlifting, Injury

Customer churn prediction using Neural Networks with TensorFlow.js | Deep Learning for JavaScript Hackers (Part IV)

— Neural Networks, Deep Learning, TensorFlow, Machine Learning, JavaScript

Build a simple Neural Network with TensorFlow.js | Deep Learning for JavaScript Hackers (Part III)

— Neural Networks, Deep Learning, TensorFlow, Machine Learning, JavaScript

Linear Regression with TensorFlow.js | Deep Learning for JavaScript Hackers (Part II)

— Linear Regression, TensorFlow, Machine Learning, JavaScript

Predicting Diabetes using Logistic Regression with TensorFlow.js | Deep Learning for JavaScript Hackers (Part I)

— Logistic Regression, TensorFlow, Machine Learning, JavaScript

Getting Started with TensorFlow.js | Deep Learning for JavaScript Hackers (Part 0)

— Machine Learning, JavaScript, TensorFlow, Data Science

Machine Learning fundamentals | Machine Learning from Scratch (Part 0)

— Machine Learning, Fundamentals, Training, Data Science

Build a taxi driving agent in a post-apocalyptic world using Reinforcement Learning | Machine Learning from Scratch (Part VIII)

— Machine Learning, Reinforcement Learning, MDP, Q-Learning, Self-driving

Music artist Recommender System using Stochastic Gradient Descent | Machine Learning from Scratch (Part VII)

— Machine Learning, Collaborative Filtering, Recommender Systems, Gradient Descent

Fashion product image classification using Neural Networks | Machine Learning from Scratch (Part VI)

— Machine Learning, Computer Vision, Neural Networks, Image Classification

Movie review sentiment analysis with Naive Bayes | Machine Learning from Scratch (Part V)

— Machine Learning, Statistics, Sentiment Analysis, Text Classification

Cryptocurrency price prediction using LSTMs | TensorFlow for Hackers (Part III)

— Deep Learning, Neural Networks, TensorFlow, Python, Time Series, Cryptocurrency

Color palette extraction with K-means clustering | Machine Learning from Scratch (Part IV)

— Machine Learning, Statistics, Clustering

Heart Disease Prediction in TensorFlow 2 | TensorFlow for Hackers (Part II)

— Deep Learning, Neural Networks, TensorFlow, Python

Build your first Neural Network in TensorFlow 2 | TensorFlow for Hackers (Part I)

— Deep Learning, Neural Networks, TensorFlow, Python

Build a Decision Tree from Scratch in Python | Machine Learning from Scratch (Part III)

— Machine Learning, Statistics, Decision Tree

Predicting House Prices with Linear Regression | Machine Learning from Scratch (Part II)

— Machine Learning, Statistics, Linear Regression

Smart Discounts with Logistic Regression | Machine Learning from Scratch (Part I)

— Machine Learning, Statistics, Logistic Regression

Predicting the next Fibonacci number with Linear Regression in TensorFlow.js - Machine Learning in the Browser for Hackers (Part 1)

— Machine Learning, JavaScript, TensorFlow, Neural Network

Solving an MDP with Q-Learning from scratch | Deep Reinforcement Learning for Hackers (Part 1)

— Machine Learning, Reinforcement Learning, Deep Learning, Python

Introduction to Reinforcement Learning | Deep Reinforcement Learning for Hackers (Part 0)

— Machine Learning, Reinforcement Learning, Deep Learning, Python

Credit Card Fraud Detection using Autoencoders in Keras | TensorFlow for Hackers (Part VII)

— Deep Learning, Neural Networks, TensorFlow, Python

Human Activity Recognition using LSTMs on Android | TensorFlow for Hackers (Part VI)

— Deep Learning, Neural Networks, TensorFlow, Python

Making a Predictive Keyboard using Recurrent Neural Networks | TensorFlow for Hackers (Part V)

— Deep Learning, Neural Networks, TensorFlow, Python

Neural Network from Scratch | TensorFlow for Hackers (Part IV)

— Deep Learning, Neural Networks, TensorFlow, Python

Building a Cat Detector using Convolutional Neural Networks  | TensorFlow for Hackers - Part III

— Deep Learning, Neural Networks, TensorFlow, Python

AppGym - Android Apps as Reinforcement Learning Environment

— Android, Reinforcement Learning, Deep Learning, Code Coverage

How to get Code Coverage during Manual Testing for Android App

— Android, Java, Testing, Code Coverage

Building a Simple Neural Network |  TensorFlow for Hackers (Part II)

— Deep Learning, Neural Networks, TensorFlow, Python

Data Imputation using Autoencoders | What to do when data is missing? (Part II)

— Data Imputation, Neural Networks, Autoencoders, Python

TensorFlow Basics | TensorFlow for Hackers (Part I)

— Deep Learning, Neural Networks, TensorFlow, Python

Introduction to Data Imputation | What to do when data is missing? (Part I)

— Data Imputation, R

About Time - Part III

— Projects, Time Management

About Time - Part II

— Projects, Time Management

About Time - Part I

— Projects, Time Management

Predicting with Small Data using Bayes

— R, Bayesian Statistics

To Chicago (a bit further) and back

— Travel

Making Twitter Cool Again

— R, LDA, Text analysis

Predicting House Prices

— R, Regression, Random Forest

Diagnosing Breast Cancer from Image Data

— R, Classification