01.01 Introduction To The Course

Days 1 - 5 -- Stock Trading Course

Day 5 - 10 -- Day Trading Course

Day 10 - 15 -- Cryptocurrency Trading Course

Day 15 - 20 -- Options Trading Course

Day 20 - 25 Introduction to Python

Day 26 -- Stock Market Data Analysis and Visualization with Python, Pandas, NumPy, Seaborn and Matplotlib - Compare Stocks and Returns

Day 27 -- Stock Market Data Analysis and Visualization with Python, Pandas, NumPy, Seaborn and Matplotlib - Calculate and Visualize Risk

Day 28 -- Build a Stock Ticker Dashboard Web App with Python, Dash and Pandas

Day 29 -- Algorithmic Trading Course - Section Build Your First Investing Strategy

Day 30 -- Algorithmic Trading - Section Find 50 Best Momentum Stocks with 2 Investing Strategies

Day 31 -- Algorithmic Trading - Section Find 50 Best Value Stocks with 2 Investing Strategies

Day 32A -- Cryptocurrency Algorithmic Trading Masterclass with Python and Coinbase API - Access Data with Coinbase Pro API

Day 32B -- Cryptocurrency Algorithmic Trading Masterclass with Python and Coinbase API - Fetch Data with Sandbox Coinbase API

Day 32C -- Cryptocurrency Algorithmic Trading Masterclass with Python and Coinbase API - Buy and Sell with Real Coinbase API

Day 33 -- Predict Stock Trends with Twitter Sentiment Analysis Machine Learning - Preprocess Twitter Sentiment and Stock Prices Data

Day 34 -- Predict Stock Trends with Twitter Sentiment Analysis Machine Learning - Build a Random Forest Classifier Machine Learning Model

Day 35 -- Predict Stock Trends with Twitter Sentiment Analysis Machine Learning - Build a Gradient Boosting Classifier

Day 36 -- Trading Bot Masterclass - Buy Cryptocurrency When Elon Musk Tweets with Sentiment Analysis - Scrape and Process Tweets

Day 37 -- Trading Bot Masterclass - Buy Cryptocurrency When Elon Musk Tweets with Sentiment Analysis - Tweet Sentiment Analysis

Day 38 -- Trading Bot Masterclass - Buy Cryptocurrency When Elon Musk Tweets with Sentiment Analysis - Buy Cryptocurrency Algorithmically - Test with Sandbox

Days 39A -- Trading Bot Masterclass - Buy Cryptocurrency When Elon Musk Tweets with Sentiment Analysis - Buy Cryptocurrency Algorithmically - Real Coins

Days 39B -- Trading Bot Masterclass - Buy Cryptocurrency When Elon Musk Tweets with Sentiment Analysis - Run Bot All Day

Days 39C -- Trading Bot Masterclass - Buy Cryptocurrency When Elon Musk Tweets with Sentiment Analysis - Buy Doge with Kraken API

Day 40 -- Trading Bot Masterclass - Buy Cryptocurrency When Elon Musk Tweets with Sentiment Analysis - Data Analysis - Other Cryptos Affected by Tweets

Day 41A -- Trading Bot Masterclass - Buy Cryptocurrency When Elon Musk Tweets with Sentiment Analysis - How to Expand Bot

Day 41B -- Beginners Solidity for Ethereum Blockchain Masterclass - Introduction to Blockchains and Distributed Ledgers

Day 42A -- Beginners Solidity for Ethereum Blockchain Masterclass - How to Build Smart Contracts Online

01 Introduction To Ethereum Remix IDE (8:12)

Day 42B -- Beginners Solidity for Ethereum Blockchain Masterclass - Build Your First Solidity Smart Contract

Day 43A -- Beginners Solidity for Ethereum Blockchain Masterclass - Build Solidity Variables

Day 43B -- Beginners Solidity for Ethereum Blockchain Masterclass - Build Solidity Arrays

Day 44 -- Beginners Solidity for Ethereum Blockchain Masterclass - Build Solidity Mappings

Day 45A -- Beginners Solidity for Ethereum Blockchain Masterclass - Build Solidity Conditionals and Loops

Day 45B -- Beginners Solidity for Ethereum Blockchain Masterclass - Send Ether

Day 46 & 47 -- Beginners Solidity for Ethereum Blockchain Masterclass - Build Smart Contracts

Day 48A -- Beginners Solidity for Ethereum Blockchain Masterclass - Interact on a Live Blockchain with Web3, Ganache and Truffle

Day 48B -- Beginners Marlowe Haskell for Cardano Blockchain Masterclass - Blockchain and Smart Contracts Overview

Day 49 - 51 -- Beginners Marlowe Haskell for Cardano Blockchain Masterclass - Haskell Fundamentals

Day 52 -- Beginners Marlowe Haskell for Cardano Blockchain Masterclass - Marlowe Fundamentals

Day 53 -- Beginners Marlowe Haskell for Cardano Blockchain Masterclass - Build a Simple Send Crypto Contract

Day 54 -- Beginners Marlowe Haskell for Cardano Blockchain Masterclass - Build a Selectable Amount Contract

Day 55 -- Beginners Marlowe Haskell for Cardano Blockchain Masterclass - Build Your First Smart Contract with Marlowe

Day 56 -- Beginners Marlowe Haskell for Cardano Blockchain Masterclass - Build a Pay Employees Smart Contract

Day 57 -- Beginners Marlowe Haskell for Cardano Blockchain Masterclass - Build a Token Swap Smart Contract

Day 58 -- Beginners Marlowe Haskell for Cardano Blockchain Masterclass - Build a Fundraiser Smart Contract

Day 59 -- Beginners Marlowe Haskell for Cardano Blockchain Masterclass - Build a Collateral Escrow Contract

Day 60 -- Beginners Marlowe Haskell for Cardano Blockchain Masterclass - Build a Discount Bond Contract

Day 61 -- Beginner Data Science and Machine Learning Bootcamp

Day 62 -- Build Interactive Python Dashboards with Plotly and Dash - Project 1 - Build a Dash App with Plotly

Day 63 -- Build Interactive Python Dashboards with Plotly and Dash - Project 2 - Build a Dash App with Altair

Day 64 -- Data Mining with Python and NumPy - Build a Video Recommender System

Day 65A -- Exploratory Data Analysis Bootcamp with Python, Seaborn and Pandas - Analyze Features in a Dataset

Day 65B -- Exploratory Data Analysis Bootcamp with Python, Seaborn and Pandas - Visualize Relationships Between Dataset Features

Day 66 -- PySpark - Build DataFrames with Python, Apache Spark and SQL - Build DataFrames from Spreadsheets with PySpark

Day 67 -- Python and Flask Web Development Bootcamp

Day 68 -- Python and SQLite Bootcamp - Learn to Build Databases

Day 69 -- Python Chatbot Bootcamp with Pandas, NumPy and SciKit (Natural Language Processing - Build 2 Chatbots)

Day 70 -- Python Data Analysis Bootcamp with Pandas and NLTK - Natural Language Processing

Day 71 -- Scrape the Web - Python and Beautiful Soup Bootcamp

Day 72A -- Build Recommender Systems - Introduction to Recommender Systems

Day 72B -- Build Recommender Systems - Build a Basic Movie Recommender System

Day 73 & 74 -- Build Recommender Systems - Introduction to User Similarity

Day 75 -- Build Recommender Systems - Complex Machine Learning Recommender

Day 76A -- Build Recommender Systems - Build a Model to Predict Ratings

Day 76B -- Build Recommender Systems - Deep Learning Fundamentals

Day 77 -- Build Recommender Systems - Data Analysis with Pandas, Numpy and Sci-kit Learn

Day 78A -- Introduction to Javascript - 01. Introduction to the Course

Day 78B -- Introduction to Javascript - 02. Variables and Data Types

Day 78C -- Introduction to Javascript - 03. Operators

Day 79 -- Introduction to Javascript - 04. Conditional Statements

Day 80A -- Introduction to Javascript - 05. Functions and Arrays

Day 80B -- Introduction to Javascript - 06. Objects

Day 81A -- Introduction to Javascript - 07. Loops

Day 81B -- Introduction to Javascript - 08. JavaScript Execution

Day 82 -- Introduction to Javascript - 09. Build A JavaScript Project and Course Summary

Day 83A -- Ultimate Advanced JavaScript Masterclass for Web Developers - 01. Introduction

Day 83B -- Ultimate Advanced JavaScript Masterclass for Web Developers - 02. Next Generation JavaScript

Day 84 -- Ultimate Advanced JavaScript Masterclass for Web Developers - 03. Arrow functions

Day 85 -- Ultimate Advanced JavaScript Masterclass for Web Developers - 04. Features in ES 2020+

Day 86A -- Ultimate Advanced JavaScript Masterclass for Web Developers - 05. Parameters

Day 86B -- Ultimate Advanced JavaScript Masterclass for Web Developers - 06. Maps

Day 85 -- Ultimate Advanced JavaScript Masterclass for Web Developers - 07. JavaScript Classes

Day 86 & 87 -- Ultimate Advanced JavaScript Masterclass for Web Developers - 08. Asynchronous JavaScript + Summary

Day 88A -- Beginners Machine Learning Masterclass with Tensorflow JS - Course Overview

Day 88B -- Beginners Machine Learning Masterclass with Tensorflow JS - Build Your First Tensors

Day 89A -- Beginners Machine Learning Masterclass with Tensorflow JS - Visualize Data

Day 89B -- Beginners Machine Learning Masterclass with Tensorflow JS - Train a Simple Model

Day 89C -- Beginners Machine Learning Masterclass with Tensorflow JS - Generate and Visualize Data

Day 90A -- Beginners Machine Learning Masterclass with Tensorflow JS - Build a Linear Regression Model

Day 90B -- Beginners Machine Learning Masterclass with Tensorflow JS - Visualize Linear Regression with User Input

Day 91A -- Beginners Machine Learning Masterclass with Tensorflow JS - Visualize Polynomial Regression with User Input

Day 91B -- Beginners Machine Learning Masterclass with Tensorflow JS - Polynomial Regression

Day 92 -- Beginners Machine Learning Masterclass with Tensorflow JS - K Nearest Neighbors Image Classification with Tensorflow JS

Day 93 -- Beginners Guide to Neural Networks in Tensorflow JS - TensorFlow JS Fundamentals

Day 94 -- Beginners Guide to Neural Networks in Tensorflow JS - Build Neural Network Components

Day 95A -- Beginners Guide to Neural Networks in Tensorflow JS - Build a Simple Neural Network

Day 95B -- Beginners Guide to Neural Networks in Tensorflow JS - Build a Neural Network with Cross Validation

Day 96A -- Beginners Guide to Neural Networks in Tensorflow JS - Image Classification with a Neural Network

Day 96B -- Beginners Guide to Neural Networks in Tensorflow JS - Build a Neural Network for the XOR Algorithm

Day 97A -- Beginners Guide to Neural Networks in Tensorflow JS - Use Recurrent Neural Networks with Tensorflow JS

Day 97B -- Beginners Guide to Neural Networks in Tensorflow JS - Detect Objects in Images with a Neural Network

Day 98 -- Beginners Guide to Neural Networks in Tensorflow JS - Build a Deep Neural Network with Backpropagation

Day 99A -- Beginners Guide to Neural Networks in Tensorflow JS - Build a Neural Network with Gradient Descent

Day 99B -- Beginners Guide to Neural Networks in Tensorflow JS - Build a Deep Neural Network with Backpropagation

02 Train The Deep Neural Network With Gradient Descent (15:23)