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The Complete Python for Finance, Trading, Web3 & Metaverse (LEVELS 6 - 10)
LEVEL 6 - Hands-On Cardano Blockchain Crash Course - 00 Course Overview
00 Course Overview - Hands-On Cardano Blockchain Crash Course (3:25)
Source files
Hands-On Cardano Blockchain Crash Course - 01 Introduction to Cardano Blockchain
01 What Is Cardano (3:01)
02 What Can You Do With Cardano (5:04)
03 What Are Cardano Native Tokens (1:23)
Source files
Hands-On Cardano Blockchain Crash Course - 02 (Prerequisite) Introduction to Blockchain
00 Blockchain Introduction (8:32)
01 What Are Blockchains And Distributed Ledgers (3:48)
02 What Are Bitcoin And Ethereum (5:28)
Hands-On Cardano Blockchain Crash Course - 03c (Prerequisite) Command Line Fundamentals - Overview
01 Why All Developers Need To Know The Command Line (8:50)
03 What Are Linux And Unix Terminals (8:04)
03c (Prerequisite) Command Line Fundamentals - 02 What you'll need
01 What You'll Need (1:20)
02 Install Linux Command Line On Windows (3:18)
03c (Prerequisite) Command Line Fundamentals - 03 Use Commands in a Linux Unix Terminal
01 Build Your First Command In The Command Line (3:48)
02 Navigate Directories In The Command Line (6:33)
03 Build And Edit A New File In The Command Line (7:27)
04 Move Files In The Command Line (9:00)
Hands-On Cardano Blockchain Crash Course - 04 Install Homebrew (Mac and Linux only)
01 What Is Brew (1:52)
02 Install Brew On Mac (3:34)
Source files
Hands-On Cardano Blockchain Crash Course - 05 Install Git (Mac and Linux only)
01 What Is Git (3:00)
02 Install Git On Mac (4:06)
03 Update Git On Mac (3:56)
04 Install Git On Windows (3:20)
Source files
Hands-On Cardano Blockchain Crash Course - 06 Install Cardano CLI and Cardano Node on Mac
01 Install Brew Tools For Cardano On Mac (3:17)
02 Install Ghc And Cabal On Mac (6:58)
03 Download And Compile Cardano (11:38)
Source files
Hands-On Cardano Blockchain Crash Course - 07 Install Cardano CLI and Cardano Node on Windows
Source files
07 Install Cardano CLI And Cardano Node On Windows (6:49)
Hands-On Cardano Blockchain Crash Course - 08 Generate and Fund Cardano Wallet with CLI
01 Set Cardano Node Socket Path (2:22)
02 Generate Cardano Wallet Keys And Address (5:35)
03 Fund Cardano Wallet Address (3:19)
Source files
Hands-On Cardano Blockchain Crash Course - 09 Run Cardano Node via Command Line
01 Run Cardano Node Via Cli (8:05)
02 Export Cardano Protocol Parameters- (2:43)
03 Check If Cardano Node Fully Synced (2:50)
Source files
XRPL Blockchain Web3 Development with JavaScript - 00 Course overview
00 Course Overview (4:47)
Source Files
XRPL Blockchain Web3 Development with JavaScript - 02 XRPL Introduction
01 What Is The Xrp Ledger (5:10)
02 What Is The Xrpl Consensus Protocol (5:25)
03 Xrpl Ecosystem (3:19)
04 Xrp And Ripple Company (1:24)
05 Xrpl Payment Types (1:22)
Source Files
XRPL Blockchain Web3 Development with JavaScript - 03 (Prerequisite) Introduction to HTML
01. Course Requirements (2:55)
02. What Is Jsbin (3:15)
03. Setting Up The Html Document (2:41)
04. Header Tags And Paragraphs Tags (4:06)
05. Styles (3:32)
06. Bold Underline And Italic Tags (3:10)
07. Adding In A Link (1:38)
08. Adding In A Image (3:00)
09. Adding A Link To An Image (1:54)
10. Lists (4:03)
11. Tables (3:29)
12. Different Kinds Of Input (4:59)
13. Adding In A Submit Button (3:01)
14. Scripts And Style Tags (3:27)
XRPL Blockchain Web3 Development with JavaScript - 04A (Prerequisite) Introduction to JavaScript
01. Variables (5:36)
02. JavaScript (10:24)
03. Numbers (4:52)
04. Booleans (5:22)
05. If Statements (4:27)
06. Arrays (8:31)
07. For Loops (9:16)
08. While Loops (4:33)
09. Objects (8:02)
10. Functions (6:09)
11. Foreach (3:54)
12. Map Functions (5:22)
13. Using Objects As Dictionary (2:45)
14. Switch Statements (6:36)
15. Destructuring (5:30)
16. Spread Operator (6:56)
17. String Templates (6:37)
18. Error Handling (5:45)
19. Let And Const Keywords (3:39)
20. Do-while (1:45)
21. Sets (5:42)
22. Maps (4:38)
23. Stacks (6:06)
24. Queues (3:56)
25. For Loop (5:11)
26. Recursive Functions (7:11)
27. Loop Labeling (5:18)
28. 2d Arrays (21:59)
29. Settimeout (7:02)
30. Sentimental (11:21)
31. Functions With Optional Parameters (15:10)
32. Basic Regular Expression (5:53)
33. Handle Keypress Events (22:45)
34. Priority Queue (15:54)
35. Adddelete Object Property (2:44)
37. Concat (3:12)
38. Flat And Flatmap (2:04)
XRPL Blockchain Web3 Development with JavaScript - 04B (Prerequisite) Advanced Javascript - 01. Introduction
01 01 Introduction to the Course (1:30)
01 02 Why should you learn JavaScript (0:51)
01 03 Quick Win (1:36)
01 04 Course Requirements (0:39)
04B (Prerequisite) Advanced Javascript - 02. Next Generation JavaScript
02 01 What will we learn in this section (0:43)
02 02 Declare Variables with let and Const (15:45)
02 03 Blocks and IIFEs (11:41)
02 04 Strings in ES2020 (11:40)
02 05 Coding Challenge (0:47)
02 06 Coding Challenge Solution (2:05)
02 07 Section Summary (0:44)
04B (Prerequisite) Advanced Javascript - 03. Arrow functions
03 01 What will we learn in this section (0:40)
03 02 Basics of Arrow Functions (14:59)
03 03 Lexical This Keyword (10:28)
03 04 Coding Challenge (0:42)
03 05 Coding Challenge Solution (3:04)
03 06 Section Summary (0:43)
04B (Prerequisite) Advanced Javascript - 04. Features in ES 2020+
04 01 What will we learn in this section (0:31)
04 02 Destructuring (15:31)
04 03 Arrays in ES2020 (16:31)
04 04 Spread Operator (12:52)
04 05 Coding Challenge (0:48)
04 06 Coding Challenge Solution (3:43)
04 07 Section Summary (0:45)
04B (Prerequisite) Advanced Javascript - 05. Parameters
05 01 What will we learn in this section (0:36)
05 02 Rest Parameters (15:56)
05 03 Default Parameters (18:33)
05 04 Coding Challenge (0:48)
05 05 Coding Challenge Solution (3:58)
05 06 Section Summary (0:31)
04B (Prerequisite) Advanced Javascript - 06. Maps
06 01 What will we learn in this section (0:42)
06 02 Maps (20:26)
06 03 Coding Challenge (0:40)
06 04 Coding Challenge Solution (2:46)
06 05 Section Summary (0:26)
04B (Prerequisite) Advanced Javascript - 07. JavaScript Classes
07 02 Classes (16:26)
07 01 What will we learn in this section (0:38)
07 03 Classes with Subclasses (16:36)
07 04 Coding Challenge (0:56)
07 05 Coding Challenge Solution (2:48)
07 06 Section Summary (0:52)
04B (Prerequisite) Advanced Javascript - 08. Asynchronous JavaScript
08 01 What will we learn in this section (1:01)
08 02 Asynchronous JavaScript Example (11:18)
08 03 The Event Loop (12:15)
08 04 Asynchronous Javascript with Callbacks (9:17)
08 05 Promises (21:15)
08 06 Async Await (11:41)
08 07 AJAX and APIs (6:36)
08 08 Make AJAX Calls with Fetch and Promises (11:25)
08 09 Make AJAX Calls with Fetch and Async Await (7:29)
08 10 Coding Challenge (0:45)
08 11 Coding Challenge Solution (7:40)
08 12 Section Summary (0:55)
XRPL Blockchain Web3 Development with JavaScript - 05 Connect to XRPL with XRPL JS
01 Access Xrpl With A Web Browser (6:06)
03 How To Debug Javascript (3:13)
02 Xrpl Public Server Explained (1:43)
04 Connect To Xrpl Testnet With Js (2:23)
05 Look Up Xrpl Transaction With Js (3:57)
06 Convert Drops To Xrp With Js (1:33)
Source Files
XRPL Blockchain Web3 Development with JavaScript - 06 Build an XRPL crypto wallet with XRPL JS
01 Build An Xrpl Crypto Wallet And Keys (2:34)
02 Build And Fund Xrpl Testnet Wallet (3:11)
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XRPL Blockchain Web3 Development with JavaScript - 07 Send XRP with XRPL JS
01 Prepare Xrp Transaction With Js (5:00)
02 Sign And Submit Xrp Transaction With Js (3:58)
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XRPL Blockchain Web3 Development with JavaScript - 08 Handle XRPL Transactions with WebSocket and JS
01 Introduction To XRPL Websocket (2:32)
02 Connect To XRP Ledger With Websocket (6:13)
03 Handle XRPL Server Messages With Websocket (9:34)
Source files
Metaplex Candy NFT Automation and dApp Development - Overview
00 Course Overview - Metaplex Candy NFT Automation (3:52)
Source files
Metaplex Candy NFT Automation and dApp Development - 01 Metaplex introduction
01 What Is Metaplex (2:02)
02 Why Choose Metaplex (2:15)
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Metaplex Candy NFT Automation and dApp Development - 03 Solana and Candy Machine Introduction
01 What Is Solana_1 (6:56)
02 What Can You Do With The Solana Blockchain (3:57)
03 What Is Metaplex Candy Machine (2:20)
Source files
Metaplex Candy NFT Automation and dApp Development - 04 Project Overview - Build NFT with Metaplex Candy
01 Project Overview - Build And Sell Nft With Metaplex Candy (1:10)
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Metaplex Candy NFT Automation and dApp Development - 06a Install brew (for Mac or Linux only)
01 What Is Brew (1:52)
02 Install Brew On Mac (3:34)
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Metaplex Candy NFT Automation and dApp Development - 06b Install git
01 What Is Git (3:00)
02 Install Git On Mac (4:06)
03 Update Git On Mac (3:56)
04 Install Git On Windows (3:20)
Source files
Metaplex Candy NFT Automation and dApp Development - 06c Install Node and npm
01 What Is Yarn (2:15)
02 Install Yarn On Mac (4:22)
Metaplex Candy NFT Automation and dApp Development - 06d Install yarn
01 What is yarn (2:15)
02 Install yarn on Mac (4:22)
03 Install yarn on Windows (3:32)
Source files
Metaplex Candy NFT Automation and dApp Development - 06e Install TypeScript and ts-node
01 What Is Ts-Node (1:52)
02 Install Ts-Node On Mac (4:05)
03 Install Typescript And Ts-Node On Windows (2:06)
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Metaplex Candy NFT Automation and dApp Development - 07 Install Apple M1 tools for Metaplex Candy
01 Install Apple M1 Tools For Metaplex Candy With Brew (3:05)
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Metaplex Candy NFT Automation and dApp Development - 08 Install Metaplex and Candy Machine
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01 Install Metaplex And Dependencies (6:08)
Metaplex Candy NFT Automation and dApp Development - 09 Install Solana CLI
01 Build A Crypto Wallet With Solana Tool Suite (3:40)
01 Install Solana CLI On Mac (10:26)
02 Install Solana CLI On Windows (4:15)
Source files
Metaplex Candy NFT Automation and dApp Development - 10 Build a crypto wallet with Solana Tool Suite
01 Build A Crypto Wallet With Solana Tool Suite (3:40)
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Metaplex Candy NFT Automation and dApp Development - 11 Build NFT with Metaplex Candy Machinee
01 Build A Devnet Wallet With Solana (6:02)
02 Configure NFT Project For Candy Machine (4:47)
03 Build NFT Asset Metadata For Metaplex Candy (3:38)
04 Upload NFT Assets To Candy Machine (4:51)
05 Verify NFT Assets On Candy Machine (1:34)
06 Mint NFTS With Metaplex Candy CLI (3:13)
Source files
Metaplex Candy NFT Automation and dApp Development - 12 Build an NFT dapp with Metaplex Candy
07 Build Website For Nft Minting With Metaplex Candy (9:46)
08 Install Phantom Solana Crypto Wallet (6:07)
09 Connect Phantom Wallet To Metaplex NFT Dapp (5:09)
Source files
Cabal and Haskell Plutus for Cardano Smart Contract Development - Overview
00 Course Overview (3:00)
Cabal and Haskell Plutus for Cardano Smart Contract Development - 02 Introduction to Haskell and Cabal
01 Haskell Vs Solidity For Smart Contract Development (2:48)
02 What Is Cabal For Haskell Development (0:56)
03 What Is Hackage For Haskell Development (1:22)
04 What Is A Cabal Package For Haskell Development (2:07)
Introduction to Haskell and Cabal for Cardano Development
Cabal and Haskell Plutus for Cardano Smart Contract Development - 03b Install Cabal on Mac, Windows and Linux
01 Install Cabal On Mac Or Linux (4:36)
02 Install Chocolatey On Windows (2:59)
03 Install Haskell Compiler And Cabal On Windows (4:54)
Install Cabal on Mac, Windows and Linux
Cabal and Haskell Plutus for Cardano Smart Contract Development - 04 Build a Hello World Haskell project with Cabal
01 Build A Hello World Haskell Project With Cabal (5:02)
02 What Is Main Haskell Module In Hello World Cabal Project (9:00)
03 What Is Cabal File In Cabal Project (6:15)
04 Run Haskell Files With Cabal Cli (4:55)
05 Install Haskell Packages With Cabal (6:03)
Source files
Cabal and Haskell Plutus for Cardano Smart Contract Development - 05 Haskell Plutus for Cardano Smart Contracts
01 What Is Plutus And (E)Utxo Model Of Smart Contract Development (7:24)
02 What Are Plutus Smart Contracts For Cardano (2:10)
03 What Is A Plutus App On Cardano Blockchain (2:10)
Plutus Intro Source Files
Cabal and Haskell Plutus for Cardano Smart Contract Development - 06 Build and Run Plutus Smart Contracts
01 Build A Hello World Plutus Contract (4:57)
02 Test Cardano Haskell Smart Contracts With Plutus Simulator (5:32)
HelloWorld
Beginners Solidity for Ethereum Blockchain Masterclass - 00 Course Overview
00 Course Overview (8:42)
Source Files
Beginners Solidity for Ethereum Blockchain Masterclass - 01 Introduction to Blockchains and Distributed Ledgers
00 Blockchain Introduction-1 (8:32)
01 What Are Blockchains And Distributed Ledgers-2 (3:48)
02A What Are Bitcoin And Ethereum-3 (5:28)
02B Ethereum Blockchain Properties-4 (10:22)
02C Ethereum Deep Dive-5 (10:23)
03 What Are Smart Contracts-6 (2:01)
04 What Is The Solidity Programming Language-7 (4:01)
Source Files
Beginners Solidity for Ethereum Blockchain Masterclass - 02 How to Build Smart Contracts Online
01 Introduction To Ethereum Remix IDE (8:12)
Beginners Solidity for Ethereum Blockchain Masterclass - 03 Build Your First Solidity Smart Contract
01 Build Your First Contract-1 (8:48)
02 Change A State Variable Value-2 (5:55)
Source Files
Beginners Solidity for Ethereum Blockchain Masterclass - 04 Build Solidity Variables
01 Build A Local Variable-1 (4:28)
02 Build State Variables Of Different Data Types-2 (10:54)
03 Build A Custom Data Type With A Struct-3 (4:47)
Source Files
Beginners Solidity for Ethereum Blockchain Masterclass - 05 Build Solidity Arrays
01 Build Arrays-1 (11:07)
02 Build Array Functions-2 (6:17)
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Beginners Solidity for Ethereum Blockchain Masterclass - 06 Build Solidity Mappings
01 Build A Mapping-1 (6:20)
02 Build A Database-Like Mapping-2 (7:42)
03 Assign Ownership To Individual Ethereum Addresses-3 (4:59)
Source Files
Beginners Solidity for Ethereum Blockchain Masterclass - 07 Build Solidity Conditionals and Loops
01 Build A Conditional-1 (6:57)
02 Build A Loop-2 (9:25)
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Beginners Solidity for Ethereum Blockchain Masterclass - 08 Send Ether
01 Send Ether-1 (8:31)
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Beginners Solidity for Ethereum Blockchain Masterclass - 09 Build Smart Contracts
00 Build A Profit Splitter Contract (11:48)
01 Build A Contract With Limited Addresses (11:40)
02 Build A Contract And Library (15:01)
03 Build A Contract With A Limited Time Transaction (10:20)
04 Build Contracts With Inheritance (13:22)
05 Build Contracts With Visibility Modifier (10:50)
06 Build A Contract With Mutability Modifiers (10:20)
07 Build An Abstract Contract-8 (13:09)
08 Build A Bank Contract (9:25)
09 Access Struct Value (4:13)
Source Files
Beginners Solidity for Ethereum Blockchain Masterclass - 10 Interact on a Live Blockchain with Web3, Ganache and Truffle
01 What You Need To Deploy A Contract (9:47)
02 Build A New Truffle Project (6:46)
03 Build A Smart Contract (5:10)
04 Deploy The Contract On A Live Blockchain (13:41)
Source Files
Beginners Marlowe Haskell for Cardano Blockchain Masterclass - 00 Course Overview
Source Files
00 Course Overview (3:08)
Beginners Marlowe Haskell for Cardano Blockchain Masterclass - 00a Blockchain and Smart Contracts Overview
00 Blockchain Introduction (7:38)
01 What Is Cardano (4:05)
02 What Is A Smart Contract (6:34)
Source Files
Beginners Marlowe Haskell for Cardano Blockchain Masterclass - 00b Haskell Fundamentals
00 What Is Haskell (10:21)
01 Build A Function (11:25)
02 Argument Precendence Example (5:00)
03 Dollar Notation Example (4:57)
04 Dot Notation Example (3:32)
05 Build Data Types (7:18)
06 Build A Loop With Recursion (4:53)
07 Use Tuples Example (3:14)
08 Build Tokens (4:07)
09 Build A List (5:48)
10 Build Multi Value Data Types (4:11)
11 Implement A Recursive List Algorithm (5:49)
12 Use The Built-In List Type (4:21)
13 Build A Tokenizer (4:34)
14 Find If Element Is In List (6:36)
15 Currying Example (4:38)
16 Build Guards (5:19)
17 Convert String To List (3:16)
18 Build Fibonacci With Guards (6:26)
Source Files
Beginners Marlowe Haskell for Cardano Blockchain Masterclass - 00c Marlowe Fundamentals
00 Marlowe Deep Dive (4:48)
01 Build A Smart Contract In Marlowe (12:28)
Source Files
Beginners Marlowe Haskell for Cardano Blockchain Masterclass - 01a Build a Simple Send Crypto Contract
Source Files
01 Build A Simple Send Crypto Contract-1 (9:04)
Beginners Marlowe Haskell for Cardano Blockchain Masterclass - 01b Build a Selectable Amount Contract
01 Build A Selectable Amount Contract (6:40)
Source Files
Beginners Marlowe Haskell for Cardano Blockchain Masterclass - 02 Build Your First Smart Contract with Marlowe
00 Escrow Contract Overview (11:32)
01 Set Up The Contract (6:38)
02 Build The Inner Contract (4:51)
03 Build Agreement And Arbitrate (4:01)
04 Build Choices (4:40)
05 Build Choice Values And Test (5:51)
Source Files
Beginners Marlowe Haskell for Cardano Blockchain Masterclass - 03 Build a Pay Employees Smart Contract
00 Pay Employees Contract Overview (2:48)
01 Build Employees And Amounts (2:12)
02 Build A Deposit Action (3:45)
03 Build A Payment Contract (2:43)
04 Set Up The Contract (7:10)
Source Files
Beginners Marlowe Haskell for Cardano Blockchain Masterclass - 04 Build a Token Swap Smart Contract
00 Token Exchange Contract Overview (3:22)
01 Set Up The Contract (8:53)
02 Build Actions (4:27)
03 Build Agreement Contract (12:29)
Source Files
Beginners Marlowe Haskell for Cardano Blockchain Masterclass - 05 Build a Fundraiser Smart Contract
00 Fundraiser Smart Contract Overview (1:13)
01 Set Up Contract And Choices (4:15)
02 Pay Fundraising Party (5:12)
03 Build A Refund Contract (3:05)
04 Fundraise From All Parties (7:05)
Source Files
Beginners Marlowe Haskell for Cardano Blockchain Masterclass - 06 Build a Collateral Escrow Contract
00 Collateral Escrow Contract Overview (3:24)
01 Set Up Contract (5:32)
02 Build Collaterals (4:00)
03 Build Timeouts (3:02)
04 Issue Refunds (6:27)
05 Burn Collateral (2:51)
06 Build Choices (4:00)
07 Test The Contract (6:07)
Source Files
Beginners Marlowe Haskell for Cardano Blockchain Masterclass - 07 Build a Discount Bond Contract
00 Discount Bond Contract Overview (2:30)
01 Set Up Contract (3:11)
02 Build A Transfer (3:14)
03 Build Timeouts And Test Contract (5:13)
Source Files
LEVEL 7 - Beginner Data Science and Machine Learning Bootcamp - 00 Course Overview
01 Project Preview (3:29)
Beginner Data Science and Machine Learning Bootcamp - 03 Introduction to Machine Learning (Prerequisite)
01 What Is Machine Learning (5:26)
02 What Is Unsupervised Learning (8:17)
Beginner Data Science and Machine Learning Bootcamp - 04 Project - Classify Review Sentiment
01 Create A Dataset (5:16)
02 Vectorize Text (16:27)
03 Build A Word Cloud (7:08)
04 Reduce Data Dimensionality With Principal Component Analysis (6:08)
05 Perform Unsupervised Classification With K-Means Clusters (17:33)
Source Files
Build Interactive Python Dashboards with Plotly and Dash - 00 Course Overview
01 Project Preview (1:39)
02 What Is Plotly And Dash (3:58)
03 What You'll Need (2:09)
Source Files
Build Interactive Python Dashboards with Plotly and Dash - 02 Introduction to Python (Prerequisite)
00. Intro To Course And Python (9:57)
01. Variables (19:19)
02. Type Conversion Examples (10:06)
03. Operators (28:54)
04. Collections (8:24)
05. List Examples (19:41)
06. Tuples Examples (8:36)
07. Dictionaries Examples (14:26)
08. Ranges Examples (8:32)
09. Conditionals (6:43)
10. If Statement Examples (21:32)
11. Loops (29:42)
12. Functions (17:01)
13. Parameters And Return Values Examples (13:54)
14. Classes And Objects (34:11)
15. Inheritance Examples (17:29)
16. Static Members Examples (11:05)
17. Summary And Outro (4:08)
Build Interactive Python Dashboards with Plotly and Dash - 03 - Project 1 - Build a Dash App with Plotly
01 Build A Dash App (11:44)
02 Build A Graph In The Dash App (12:05)
Source Files
Build Interactive Python Dashboards with Plotly and Dash - 04 - Project 2 - Build a Dash App with Altair
02 Build The Layout (10:26)
01 Load Data From Vega Datasets (5:33)
03 Build A Chart With Altair (11:56)
Source Files
Data Mining with Python and NumPy - Build a Video Recommender System - 00 Course Overview
00 Project Preview (2:48)
01 Build A Dataset (23:44)
02 Compute Support And Confidence - If A Person Watches X, They Will Watch Y (10:05)
03 Compute Support And Confidence For All Channels (14:21)
04 Determine Which Videos Are Best To Recommend (9:57)
Source Files
Exploratory Data Analysis Bootcamp with Python, Seaborn and Pandas - 03 Analyze Features in a Dataset
00 Project Preview (4:04)
01 Load A Dataset (9:43)
02 Analyze The Main Feature (2:46)
04 Analyze Categorical Features (9:32)
03 Analyze Numerical Features (7:26)
05 Source Files
Exploratory Data Analysis Bootcamp with Python, Seaborn and Pandas - 04 Visualize Relationships Between Dataset Features
01 Find Relationships Between Numerical Features-1 (11:26)
02 Find Relationships Between Categorical Features-2 (7:51)
03 Build Conditional Plots-3 (7:03)
Source Files
PySpark - Build DataFrames with Python, Apache Spark and SQL - 00 Course Overview
00 Project Preview (2:33)
01 What Is Apache Spark (2:37)
02 What Are Resilient Distributed Datasets (1:08)
03A What Is A Dataframe (1:47)
03B What You'll Need (1:47)
Source Files
PySpark - Build DataFrames with Python, Apache Spark and SQL - 03 Build DataFrames from Spreadsheets with PySpark
04 Start A Spark Session (3:47)
05 Load Data As A CSV (6:02)
06 Perform Basic Dataframe Operations (4:02)
07 Format Dataframe Table (5:14)
08 Perform Dataframe Math Operations (7:32)
09 Perform Dataframe Queries (14:22)
10 Build SQL Queries With Spark (7:24)
Source Files
Python and Flask Web Development Bootcamp - 00 Course Overview
00A Project Preview (4:13)
00B What Is Flask (3:45)
00C What You'll Need (1:49)
Source Files
Python and Flask Web Development Bootcamp - 03 Build Your First Website with Python and Flask
02 Render HTML On Multiple Pages (10:53)
03 Build Page Templates With HTML (9:31)
05 Display JSON Data (5:21)
04 Build Dynamic Page Templates (5:36)
06 Build A Template To Show All Data (9:16)
Source Files
Python and SQLite Bootcamp - Learn to Build Databases - 00 Course Overview
00A Project And Database Preview (2:36)
00B What Is Sqlite (4:01)
Source Files
01 What You'll Need (1:54)
Python and SQLite Bootcamp - Learn to Build Databases - 03 Work with Databases in Python
02 Create A Database (4:00)
03 Build Database Tables (5:25)
04 Insert Records (9:18)
05 Select Records (5:48)
06 Connect To A Database (3:18)
07 Build A Row From User Input (10:27)
08 Check If Entry Already Exists (5:38)
09A Introduction To SQL Joins (3:53)
09B Build SQL Joins (11:32)
Source Files
Python Chatbot Bootcamp with Pandas, NumPy and SciKit - 00 Course Overview
01 Projects Preview (4:49)
02 What Is Natural Language Processing (5:39)
03 What Is Text Vectorization (7:34)
Python Chatbot Bootcamp with Pandas, NumPy and SciKit - 03 Build a Chatbot with Natural Language Processing from Frequently Asked Questions
01 Train A Vectorizer (8:44)
02 Chat With The User (10:58)
03 Source Files
Python Chatbot Bootcamp with Pandas, NumPy and SciKit - 04 Build a Context Aware Chatbot
01 Define A Basic Intent Classifier-1 (7:42)
02 Define A Basic Generative Model-2 (4:05)
03 Test The Chatbot-3 (9:33)
Source Files
Python Data Analysis Bootcamp with Pandas and NLTK - Natural Language Processing
00 Project Preview (3:38)
01 Convert Csv File To A Python List (13:49)
02 Tokenize Text Data (26:25)
03 Find Most Popular Lemmatized Words (11:35)
04 Build Dataframes Per Part Of Speech (3:56)
05 Plot Word Frequency (9:09)
06 Source Files
Scrape the Web - Python and Beautiful Soup Bootcamp - 00 Course Overview
00 What Is Web Scraping (5:39)
01 What You'll Need (1:30)
Source Files
Scrape the Web - Python and Beautiful Soup Bootcamp - 03 Web Scraping with Beautiful Soup in Python
02 Build An HTML Webpage To Scrape (12:42)
03 Select Data Structures From A Webpage (5:48)
04 Extract URLS And Text (5:24)
05 Work With Tags (8:06)
06 Work With Attributes (5:18)
07 Add Navigation To A String (5:29)
08 Navigate HTML Contents (7:16)
09 Find All Filter (4:51)
Source Files
Build Recommender Systems - 00a Introduction to Recommender Systems
01 Introduction To Recommender Systems (9:08)
02 How To Evaluate Recommender Systems (14:54)
03 Content Based Recommendations (4:37)
04 Neighborhood Based Collaborative Filtering (2:22)
Source Files
Build Recommender Systems - 01 Build a Basic Movie Recommender System
00 Project Preview (1:59)
01 Load Data As Pandas Dataframes (12:17)
02 Merge Movies And Ratings Dataframes (8:30)
03 Build A Correlation Matrix (6:19)
04 Test The Recommender (6:55)
Source Files
Build Recommender Systems - 02 Projects 2 and 3 Preview - Machine Learning Movie Recommender
00 Project Preview (4:51)
Build Recommender Systems - 03 Machine Learning Fundamentals
00A What Is Machine Learning (5:26)
00B Types Of Machine Learning Models (12:17)
00C What Is Supervised Learning (11:03)
Build Recommender Systems - 04 Introduction to User Similarity
01 Load Data Into Dataframes (6:50)
02 Find A Recommendation Based On Different Movie Features (16:03)
03 Calculate Distance Between Users (5:59)
04 Find Similar Users With Euclidean Distance (9:26)
Source Files
Build Recommender Systems - 05 Recommend a Movie Based on User Similarity
05 Define Similarity Between Users (6:29)
06 Find Top Similar Users (8:05)
07 Recommend A Movie Based On User Similarity (8:08)
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Build Recommender Systems - 06 Recommend a Movie with a K Nearest Neighbors Classifier
08A What Is K Nearest Neighbours (8:07)
08B Recommend A Movie With A K Nearest Neighbors Classifier (12:23)
09 Create A Sample User For Testing (11:09)
10 Recommend Movies To Sample User (3:08)
Source Files
Build Recommender Systems - 07 Project 4 Preview - Complex Machine Learning Recommender
00 Project Preview (4:37)
Build Recommender Systems - 08 Data Processing Profiles and Items
01 Load Data For Machine Learning (15:14)
02 Process Data For Machine Learning (11:25)
03 Build Categories (9:31)
Source Files
Build Recommender Systems - 09 Build Models for User Recommendations
04A Regression Introduction (8:58)
04B What Is Regression (19:55)
04C Build A Ridge Regression Model (13:43)
05 Evaluate Model Error (7:04)
06 Visualize Top Features Affecting Rating (11:27)
07 Build A Lasso Regression Model (8:01)
08 Visualize Top Features From Lasso Regression (8:07)
09 Determine Which Model Is Best (3:27)
Source Files
Build Recommender Systems - 10 Build a Model to Predict Ratings
01 Load Data For A Neural Network (9:16)
02 Build A Singular Value Decomposition Algorithm (10:14)
03 Calculate Model Error (11:27)
Source FIles
Build Recommender Systems - 11 Deep Learning Fundamentals
01 What Is Deep Learning (7:42)
02 What Is A Neural Network (8:47)
03 What Is Unsupervised Learning (8:17)
Build Recommender Systems - 12 Build a Neural Network to Predict Ratings
04 Build A Neural Network (15:16)
05 Train The Neural Network (12:27)
Source Files
Build Recommender Systems - 13 Data Analysis with Pandas, Numpy and Sci-kit Learn
00 Project Preview (2:38)
01 Load Data Into Dataframes (5:28)
02 Explore Data In Our Dataset (3:49)
03 Build A Rating Pivot Table (5:22)
04 Calculate Average Rating Of A Movie (5:51)
05 Find Ratings For A Movie In Every Slice (6:17)
06 Find Rating Averages For Every Movie In The Slice (7:54)
07 Build An Average Ratings Column (13:25)
Source Files
LEVEL 8 - Metaverse and Decentraland - 00 Course overview
00 Course Overview (6:26)
Source files
Metaverse and Decentraland - 01a What is Decentraland
01 What Is Decentraland (2:05)
02 What Is Decentraland’S Land (2:49)
03 Decentraland’S Dao - Who Runs Decentraland (4:11)
04 Ethereum And Decentraland’S Land (5:00)
05 How Do I Develop For Decentraland (2:07)
Source files
Metaverse and Decentraland - 01b Developing for Decentraland Overview
01 What Can You Do With The Decentraland Sdk (2:39)
02 What Do You Need To Develop For Decentraland (1:55)
03 What Are Decentraland’S Scenes (2:26)
Metaverse and Decentraland - 04 Install Decentraland
01 Install Decentraland CLI (4:57)
Source files
Metaverse and Decentraland - 05b (Prerequisite) Introduction to TypeScript
00. Typescript Intro (20:51)
Metaverse and Decentraland - 06 Build a Simple Decentraland Scene
01 Build A Simple Decentraland Scene (10:08)
02 Edit Decentraland Scene Elements (5:27)
03 Build Decentraland 3D Models With Builder (14:38)
Source files
LEVEL 9 - JavaScript Automation - 00 Course Overview
00 Course Overview (8:12)
01 What You'll Need (6:11)
JavaScript Automation - 01a Introduction to Blockchains and Distributed Ledgers
00 Blockchain Introduction (8:32)
01 What Are Blockchains And Distributed Ledgers (3:48)
02A What Are Bitcoin And Ethereum (5:28)
02B Ethereum Blockchain Properties (10:22)
02C Ethereum Deep Dive (10:23)
03 What Are Smart Contracts (2:01)
04 What Is The Solidity Programming Language (4:01)
05 What Is An NFT (2:44)
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JavaScript Automation - 01c Install npm and Node
00 What Is Node JS (8:22)
01 Install Node And Npm On Mac Or Windows (3:14)
Source files
JavaScript Automation - 02 Build a Truffle project
00 What Is Truffle Ethereum (1:29)
01 Build A Truffle Project (8:39)
Source files
JavaScript Automation - 03 Build NFT smart contract with Solidity & OpenZeppelin
00 What Are Nft Token Standards (5:42)
01 Install Openzeppelin Nft Token Standard (10:08)
02 Build NFT Smart Contract (12:14)
Source files
JavaScript Automation - 04 Build a test for your NFT smart contract
00 Project Preview - Build A Dapp With Metamask Account And Network (1:31)
01 Build A React App With Components (6:11)
02 Detect Metamask Crypto Wallet With Web3 (10:27)
03 Connect Components To App (7:41)
04 Handle Account Or Network Change (10:48)
Source files
JavaScript Automation - 05 Deploy smart contract with Ganache personal blockchain
00 What Is Ganache (1:41)
01 Deploy Smart Contract With Ganache Personal Blockchain (7:40)
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JavaScript Automation - 06 Test NFT contract properties
01 Test NFT Contract Properties (5:40)
Source files
JavaScript Automation - 07 Build mint tokens functionality
01 Build Mint Tokens Functionality (6:20)
02 Test Minting Tokens (9:20)
03 Test Indexing Tokens (6:32)
Source files
JavaScript Automation - 08a Introduction to React
00 Why You Should Learn React (5:30)
01 React Introduction (12:33)
02 Set Up A Container (8:13)
03 Generate A List (6:46)
04 Add Items To The List (6:34)
05 Clear Input Field (10:26)
06 Remove A Task (10:39)
Source Files
JavaScript Automation - 08b Build client front end for the decentralized app
01 Build Index HTML File (3:49)
Source files
JavaScript Automation - 09 Build a web3JS app
00 What Is Web3js (2:06)
01 Build App And Load Web3 (4:48)
02 Run Project With React-Scripts (10:29)
03A Install Metamask (2:14)
03B Load Blockchain Data (10:26)
Source files
JavaScript Automation - 10 Build a mint function on the client
01 Build A Form To Mint Tokens (6:26)
02 Send Client Mint Request To The Contract (8:35)
03 Mint Tokens With Truffle Console (4:37)
Source files
LEVEL 10 - Learn Web 3.0 Programming - Decentralized Application (Dapp) Development with Blockchain - Course Overview
00 Course overview - Web 3.0 (12:56)
01 What you'll need - Web3 (3:33)
02 Web 3.0 Fundamentals (12:17)
Learn Web 3.0 Programming - 01a Build a simple tally decentralized website with Truffle, Solidity and vanilla JavaScript
00 Build A Simple Tally Decentralized Website With Truffle, Solidity And Vanilla Javascript - Project Overview (6:35)
01B What Is Truffle Ethereum (1:29)
02 What Is Web3js (1:29)
03 Install Metamask (2:14)
04 What Is Ganache (1:41)
Source files
Learn Web 3.0 Programming - 01b Build, compile, deploy and migrate Truffle Solidity smart contract
01 Build and compile Truffle Solidity smart contract (6:10)
02 Deploy and migrate Truffle Solidity smart contract (9:26)
Source files
Learn Web 3.0 Programming - 01b2 Build web3 client to interact with smart contract via website
03 Build Html To Interact With Smart Contract Via Website (5:40)
04 Connect To Metamask With Javascript Web3 (9:55)
05 Enable User To Interact With Smart Contract Via Website (8:16)
06 Test Dapp With Server, Metamask And Ganache (10:52)
Source files
Learn Web 3.0 Programming - 02 Build React web app components
02 Build A Main Component (5:40)
03 Display Main Component On Webpage (2:10)
04 Build A Signin Component (2:53)
Source files
Learn Web 3.0 Programming - 03 Implement Web3 in React app
05 Build Sign In Handler In Sign In Component (6:59)
06 Handle Signin In App Component (9:47)
07 Test With Ganache And Metamask (4:31)
08 Tips For Debugging Web3 Dapps (2:36)
Source files
Learn Web 3.0 Programming - 04 Build a dapp to show account and network
00 Project Preview - Build A Dapp With Metamask Account And Network (1:31)
01 Build A React App With Components (6:11)
02 Detect Metamask Crypto Wallet With Web3 (10:27)
03 Connect Components To App (7:41)
04 Handle Account Or Network Change (10:48)
Source files
Learn Web 3.0 Programming - 05 Build a Truffle project with local Ganache CLI blockchain
00 Project Preview - Truffle Project With Infura And Ganache CLI (3:45)
01 Build A New Truffle Project Project (14:10)
02 Build A Local Blockchain With Ganache CLI (15:58)
03 Deploy Contracts To Local Blockchain (10:57)
04 Send Transaction To Run Function On Your Contract (5:41)
Source files
Learn Web 3.0 Programming - 06 Use Infura to connect to public networks
06 Fork Infura Client To Local Ganache Blockchain (16:32)
05 Use Infura To Connect To Public Networks (4:03)
Source files
Learn Web 3.0 Programming - 07 Build an NFT contract and deploy on OpenSea
01 Build A New Truffle Project (1:53)
02 Configure Metamask To Use Mumbai Testnet (4:24)
03 Get An Rpc Url Key With Maticvigil (2:38)
04 Build An NFT Solidity Smart Contract (7:38)
Source files
Learn Web 3.0 Programming - 07a Project overview - Build an NFT contract and deploy on OpenSea
00 Project Overview - Build An NFT Contract And Deploy On Opensea (5:35)
00b What Are Nft Token Standards (5:48)
Source files
Learn Web 3.0 Programming - 08 Build collection data and NFT data
05 Build Collection Data And NFT Data (3:46)
06 Upload Images And Json To Pinata Ipfs (4:11)
Source files
Learn Web 3.0 Programming - 09 Deploy and mint tokens
07 Migrate Contracts To Mumbai Network (7:01)
08 Mint Tokens At Contract Address (11:31)
09 View NFT On Opensea (6:24)
Source files
Learn Web 3.0 Programming - 10 Build a Simple NFT Contract with Hardhat, OpenZeppelin and Local Blockchain
00 Project Overview - Build NFT Contract With Hardhat, Openzeppelin And Local Blockchain (11:29)
01 Build A New Hardhat Project (3:13)
02 Build A Simple NFT Contract With Openzeppelin Erc721 Standard (6:03)
03 Test Smart Contract With Ethereum Waffle (11:56)
04 Log To Console In Solidity With Hardhat (3:46)
05 Deploy Contract To Local Network (7:31)
Source files
Learn Web 3.0 Programming - 13 Build an NFT minting dapp with Truffle, Solidity, OpenZeppelin and React
00 Build An Nft Minting Dapp With Truffle, Solidity, Openzeppelin And React - Project Overview (4:14)
01 Build React Truffle Project From Scratch (2:27)
02 Build A Smart Contract For Minting NFTs (8:56)
13 Source files
Learn Web 3.0 Programming - 14 Build React frontend for dapp
03 Initialize Web3 In React (7:05)
04 Deploy Smart Contract To Get Address And Abi (6:52)
05 Build Frontend NFT Minting Functionality (7:34)
06 Build Website Elements For User Interaction-5 (8:54)
07 Test Project With Metamask And Ganache (6:44)
14 Source files
Learn Web 3.0 Programming - 15A Build a to do list dapp with Truffle and React
00 Build A To Do List Dapp With Truffle And React - Project Overview (2:44)
01 Set Up Truffle Dapp With Create React App (3:25)
02 Build A To Do List Smart Contract (7:19)
15A Source files
Learn Web 3.0 Programming - 15B Build React frontend for dapp
03 Connect To Smart Contract In Web App (9:15)
04 Migrate Smart Contract On Local Ganache Blockchain (8:16)
05 Build Api Key Env Variable From Blocknative Notifier (3:55)
06 Connect Backend Smart Contract Functionality To Frontend (6:50)
07 Listen For Messages From Metamask Browser Wallet (4:54)
15B Source files
Learn Web 3.0 Programming - 15C Enable user interaction with dapp
08 Build Website Elements For User Interaction (6:25)
09 Test Project With Metamask And Ganache (4:39)
10 Style Completed Tasks (3:09)
15C Source files
02 Install yarn on Mac
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