• Guess the number
  • Mining Twitter Data with Python
  • Scrape a Website with Scrapy and MongoDB
  • How To Scrape With Python and Selenium WebDriver
  • Which Movie Should I Watch using BeautifulSoup
  • Build a Microblog with Flask
  • Create a Blog Web App In Django
    • Part I : Introduction
    • Part II : Extension To Add More Features
  • Choose Your Own Adventure Presentations
  • Build a Todo List with Flask and RethinkDB
  • Build a Todo List with Django and Test-Driven Development
  • Build a RESTful Microservice in Python
  • Microservices with Docker, Flask, and React
  • Build A Simple Web App With Flask
  • Build a RESTful API with Flask – The TDD Way
  • Create A Django API in under 20 minutes
  • Build a Reddit Bot
  • How to Make a Reddit Bot - YouTube (video)
  • Build a Facebook Messenger Bot
  • Making a Reddit + Facebook Messenger Bot
  • How To Create a Telegram Bot Using Python
    • Part 1
    • Part 2
  • Create a Twitter Bot In Python
  • Learn Python For Data Science by Doing Several Projects (video):
    • Part 1: Introduction
    • Part 2: Twitter Sentiment Analysis
    • Part 3: Recommendation Systems
    • Part 4: Predicting Stock Prices
    • Part 5: Deep Dream in TensorFlow
    • Part 6: Genetic Algorithms
  • Write Linear Regression From Scratch in Python (video)
  • Step-By-Step Machine Learning In Python
  • Predict Quality Of Wine
  • Solving A Fruits Classification Problem
  • Learn Unsupervised Learning with Python
  • Build Your Own Neural Net from Scratch in Python
  • Linear Regression in Python without sklearn
  • Multivariate Linear Regression without sklearn
  • Music Recommender using KNN
  • Find Similar Quora Questions-
    • Using BOW, TFIDF and Xgboost
    • Using Word2Vec and Xgboost
  • Build A Document Scanner
  • Build A Face Detector using OpenCV and Deep Learning
  • Build a Face Recognition System using OpenCV, Python and Deep Learning
  • Detect The Salient Features in an Image
  • Build A Barcode Scanner
  • Learn Face Clustering with Python
  • Object Tracking with Camshift
  • Semantic Segmentation with OpenCV and Deep Learning
  • Text Detection in Images and Videos
  • People Counter using OpenCV
  • Tracking Multiple Objects with OpenCV
  • Neural Style Transfer with OpenCV
  • OpenCV OCR and Text Recognition
  • Text Skew Correction Tutorial
  • Facial Landmark Detection Tutorial
  • Object Detection using Mask-R-CNN
  • Automatic Target Detection Tutorial
  • EigenFaces using OpenCV
  • Faster(5-point) Facial Landmark Detection Tutorial
  • Hand Keypoint Detection
  • Dlib Correlation Object Tracking -
    • Single Object Tracker
    • Mutiple Object Tracker
  • Image Stitching with OpenCV and Python
  • Instance Segmentation with OpenCV
  • Using Convolutional Neural Nets to Detect Facial Keypoints
  • Generate an Average Face using Python and OpenCV
  • Break A Captcha System using CNNs
  • Use pre-trained Inception model to provide image predictions
  • Create your first CNN
  • Build A Facial Recognition Pipeline
  • Build An Image Caption Generator
  • Make your Own Face Recognition System
  • Train a Language Detection AI in 20 minutes
  • Object Detection With Neural Networks
  • Learn Twitter Sentiment Analysis -
    • Part I - Data Cleaning
    • Part II - EDA, Data Visualisation
    • Part III - Zipf's Law, Data Visualisation
    • Part IV - Feature Extraction(count vectoriser)
    • Part V - Feature Extraction(Tfidf vectoriser)
    • Part VI - Doc2Vec
    • Part VII - Phrase Modeling + Doc2Vec
    • Part VIII - Dimensionality Reduction
    • Part IX - Neural Nets with Tfdif vectors
    • Part X - Neural Nets with word2vec/doc2vec
    • Part XI - CNN with Word2Vec
  • Use Transfer Learning for custom image classification
  • Learn to Code a simple Neural Network in 11 lines of Python
  • Build a Neural Network using Gradient Descent Approach
  • Train a Keras Model To Generate Colors
  • Get Started with Keras on a Custom Dataset
  • Use EigenFaces and FisherFaces on Faces94 dataset
  • Kaggle MNIST Digit Recognizer Tutorial
  • Fashion MNIST tutorial with tf.keras
  • CNN using Keras to automatically classify root health
  • Keras vs Tensorflow
  • Deep Learning and Medical Image Analysis for Malaria Detection
  • Transfer Learning for Image Classification using Keras
  • Code a Smile Classifier using CNNS in Python
  • Natural Language Processing using scikit-learn
  • Code a Taylor Swift Lyrics Generator
  • Build a Simple Interpreter
  • Build a Simple Blockchain in Python
  • Write a NoSQL Database in Python
  • Building a Gas Pump Scanner with OpenCV/Python/iOS
  • Build a Distributed Streaming System with Python and Kafka
  • Writing a basic x86-64 JIT compiler from scratch in stock Python
  • Making a low level (Linux) debugger
    • Part 1
    • Part 2: C
  • Implementing a Search Engine
    • Part 1
    • Part 2
    • Part 3
  • Build the Game of Life
  • Create terminal ASCII art
  • Write a Tic-Tac-Toe AI
  • Create photomosaic art
  • Build the game "Snake" in the terminal
  • Write yourself a Git