Chain-Analysis

Track wallets & transactions, monitor protocol performance, and unlock powerful insights from both on-chain and off-chain data.

Coding & Machine Learning

Learn to code, build machine learning models, conduct sentiment analysis, time series analysis, and launch your own trading bots.

Build a Portfolio

Build a portfolio of real-world crypto and analytics projects to sharpen your trading strategy and boost your career opportunities.

About the Course

Unlock the full potential of blockchain data with a comprehensive course designed for aspiring crypto analysts, traders, and tech-savvy investors. Whether you're a beginner or looking to level up your skills, this program will guide you through the essential tools and techniques used by professionals in the world of decentralized finance. You’ll start by learning the fundamentals of blockchain and cryptocurrency, then dive into advanced chain analysis techniques to track wallet activity, monitor whale movements, and understand on-chain behavior. Get hands-on experience with Python programming and discover how to build real-world machine learning models tailored for crypto markets. Go beyond basic technical analysis—this course will teach you to conduct sentiment analysis using real-time social and news data, explore time series forecasting for price predictions, and design your own automated crypto trading bots. By the end of the course, you’ll build a professional portfolio of crypto analytics projects—from protocol performance dashboards to algorithmic trading strategies—demonstrating your expertise to potential employers or clients in the fast-growing digital asset space. Whether you’re aiming to trade smarter, analyze blockchain trends, or launch a career in crypto analytics, this course is your gateway to the future of finance. Enroll today and start mastering crypto analytics with confidence.

Meet Your Instructor, Crypto Expert

Greetings! I'm Al, your guide in mastering crypto analytics and data science. With a passion for DeFi and years of experience in blockchain technology and analytics, I'm here to share practical insights and strategies to help you succeed. Let's embark on this journey together towards crypto analytics excellence.

Curriculum

11 Chapters · 155 Lessons

  1. 1

    Welcome! Download Course Material

    1. (Included in full purchase)

      Course Intro

    2. (Included in full purchase)

      Course Material

  2. 2

    Blockchain Basics

    1. (Included in full purchase)

      Blockchain Fundamentals

    2. (Included in full purchase)

      Nodes

    3. (Included in full purchase)

      Network Architecture

    4. (Included in full purchase)

      CryptoGraphy

    5. (Included in full purchase)

      Types of Blockchain

    6. (Included in full purchase)

      Consensus Mechanisms

    7. (Included in full purchase)

      Popular Cryptocurrencies

    8. (Included in full purchase)

      Token Types

    9. (Included in full purchase)

      Smart Contracts

    10. (Included in full purchase)

      Decentralized Applications

    11. (Included in full purchase)

      Future

  3. 3

    Mastering Chain Analysis

    1. (Included in full purchase)

      What is Chain Analysis?

    2. (Included in full purchase)

      Tools for Chain Analysis

    3. (Included in full purchase)

      Blockchain Explorers

    4. (Included in full purchase)

      Blockchain Explorer Test Cases

    5. (Included in full purchase)

      Network Health Analysis

    6. (Included in full purchase)

      Tutorial: Network Health Monitoring with Etherscan

    7. (Included in full purchase)

      Whale Watching Analysis

    8. (Included in full purchase)

      Tutorial: Whale Watching with BTC Explorer

    9. (Included in full purchase)

      Bonus: Whale Watching

    10. (Included in full purchase)

      Smart Contract Analysis

    11. (Included in full purchase)

      Token Flow Analysis

    12. (Included in full purchase)

      Dashboards & Platforms

    13. (Included in full purchase)

      Protocol Performance

    14. (Included in full purchase)

      Case Study: Protocol Performance

    15. (Included in full purchase)

      Tutorial: Defi Llama

    16. (Included in full purchase)

      Tutorial: TokenTerminal

    17. (Included in full purchase)

      Protocol Performance Results

    18. (Included in full purchase)

      API Providers

    19. (Included in full purchase)

      Bonus: Dune Analytics Tutorial

  4. 4

    Probability Refresher

    1. (Included in full purchase)

      Probability Refresher

    2. (Included in full purchase)

      Rules & Axioms

    3. (Included in full purchase)

      Conditional Probability

    4. (Included in full purchase)

      Random Variables

    5. (Included in full purchase)

      Probability Distributions

    6. (Included in full purchase)

      Other Topics

  5. 5

    Statistics for Machine Learning

    1. (Included in full purchase)

      Statistics Intro

    2. (Included in full purchase)

      Population & Sampling

    3. (Included in full purchase)

      Data Types

    4. (Included in full purchase)

      Central Tendency

    5. (Included in full purchase)

      Dispersion

    6. (Included in full purchase)

      Shape

    7. (Included in full purchase)

      Hypothesis Testing

    8. (Included in full purchase)

      Test Statistics

    9. (Included in full purchase)

      Type I & Type II Error

    10. (Included in full purchase)

      Correlation

  6. 6

    Python for Crypto Analytics

    1. (Included in full purchase)

      Why Python?

    2. (Included in full purchase)

      Setting Up Python

    3. (Included in full purchase)

      Tutorial: Python Set Up

    4. (Included in full purchase)

      Basic Syntax

    5. (Included in full purchase)

      Tutorial: Syntax

    6. (Included in full purchase)

      Variables & Data Types

    7. (Included in full purchase)

      Tutorial: Variables & Data Types

    8. (Included in full purchase)

      Tutorial: Lists

    9. (Included in full purchase)

      Tutorial: Tupple

    10. (Included in full purchase)

      Tutorial: Dictionaries

    11. (Included in full purchase)

      Tutorial: Booleans

    12. (Included in full purchase)

      Arithmetic

    13. (Included in full purchase)

      Tutorial: Arithmetic

    14. (Included in full purchase)

      Tutorial: Arithmetic 2

    15. (Included in full purchase)

      Tutorial: Compound Assignment Operators

    16. (Included in full purchase)

      Comparison Operators

    17. (Included in full purchase)

      Tutorial: Comparison Operators

    18. (Included in full purchase)

      Conditional If Statements

    19. (Included in full purchase)

      Logical & Identity Operators

    20. (Included in full purchase)

      Tutorial: If Statements & Logical Operators

    21. (Included in full purchase)

      Functions

    22. (Included in full purchase)

      Tutorial: Functions

    23. (Included in full purchase)

      Classes

    24. (Included in full purchase)

      Loops

    25. (Included in full purchase)

      While Loops

    26. (Included in full purchase)

      For Loops

    27. (Included in full purchase)

      Loop Controls

    28. (Included in full purchase)

      Nested Loops

    29. (Included in full purchase)

      Tutorial: Loops

    30. (Included in full purchase)

      Python Packages

    31. (Included in full purchase)

      Tutorial: Packages

  7. 7

    Data Exploration & Cleaning

    1. (Included in full purchase)

      What is Data Exploration & Cleaning?

    2. (Included in full purchase)

      Exploratory Data Analysis (EDA)

    3. (Included in full purchase)

      Data Cleaning

    4. (Included in full purchase)

      Loading Data

    5. (Included in full purchase)

      Tutorial: Importing Data

    6. (Included in full purchase)

      Initial Data Inspection

    7. (Included in full purchase)

      Descriptive Statistics

    8. (Included in full purchase)

      Tutorial: Basics & Descriptive Stats

    9. (Included in full purchase)

      Missing Data & Duplicates

    10. (Included in full purchase)

      Tutorial: Missing Values

    11. (Included in full purchase)

      Tutorial: Handling Duplicates

    12. (Included in full purchase)

      Visualizations

    13. (Included in full purchase)

      Histograms

    14. (Included in full purchase)

      Tutorial: Histogram

    15. (Included in full purchase)

      Tutorial: Bar/Count Plot

    16. (Included in full purchase)

      Outliers

    17. (Included in full purchase)

      Box Plots

    18. (Included in full purchase)

      Tutorial: Box Plot

    19. (Included in full purchase)

      Scatter Plots

    20. (Included in full purchase)

      Tutorial: Scatter Plots

    21. (Included in full purchase)

      Heat Maps

    22. (Included in full purchase)

      Correlation Matrix

    23. (Included in full purchase)

      Tutorial: Correlation Heat Map

    24. (Included in full purchase)

      Data Transformations

    25. (Included in full purchase)

      Tutorial: Encoding

    26. (Included in full purchase)

      Tutorial: Feature Scaling

    27. (Included in full purchase)

      Tutorial: Log Transformation

    28. (Included in full purchase)

      Train-Test-Split

    29. (Included in full purchase)

      Tutorial: Train Test Split

  8. 8

    Machine Learning in DeFi

    1. (Included in full purchase)

      What is Machine Learning?

    2. (Included in full purchase)

      Types of Machine Learning

    3. (Included in full purchase)

      General Concepts

    4. (Included in full purchase)

      Regressions

    5. (Included in full purchase)

      Price Prediction Case Study

    6. (Included in full purchase)

      Tutorial: Case Study Data Set Up

    7. (Included in full purchase)

      Linear Regression

    8. (Included in full purchase)

      Tutorial: Linear Regressions

    9. (Included in full purchase)

      Regularization

    10. (Included in full purchase)

      Tutorial: Ridge Regression

    11. (Included in full purchase)

      Tutorial: LASSO

    12. (Included in full purchase)

      Decision Tree Regression

    13. (Included in full purchase)

      Tutorial: DecisionTree

    14. (Included in full purchase)

      Random Forest Regression

    15. (Included in full purchase)

      Tutorial: Random Forest Regression

    16. (Included in full purchase)

      Classification Models

    17. (Included in full purchase)

      Case Study: Fraud Detection

    18. (Included in full purchase)

      Tutorial: Fraud Detection Set Up

    19. (Included in full purchase)

      Logistic Regression

    20. (Included in full purchase)

      Tutorial: Logistic Regression

    21. (Included in full purchase)

      Naive Bayes Classifier

    22. (Included in full purchase)

      Tutorial: NB Classifier

    23. (Included in full purchase)

      Random Forest Classifier

    24. (Included in full purchase)

      Tutorial: Random Forest Classifier

    25. (Included in full purchase)

      Gradient Boosting

    26. (Included in full purchase)

      5. Tutorial: XGboost

    27. (Included in full purchase)

      Machine Learning Continued

  9. 9

    Sentiment Analysis in Crypto Markets

    1. (Included in full purchase)

      Sentiment Analysis Overview

    2. (Included in full purchase)

      Tutorial: Preprocessing

    3. (Included in full purchase)

      Tutorial: Sentiment Analysis

  10. 10

    Time Series Analysis

    1. (Included in full purchase)

      Time Series Intro

    2. (Included in full purchase)

      Moving Average

    3. (Included in full purchase)

      ARIMA

    4. (Included in full purchase)

      Tutorial: Time Series Prep

    5. (Included in full purchase)

      Tutorial: Decompose

    6. (Included in full purchase)

      Tutorial: Moving Average

    7. (Included in full purchase)

      Tutorial: ARIMA

  11. 11

    Trading Bot Tutorial

    1. Welcome to the Free Trading Bot Tutorial! Free preview
    2. 1. Set Up Free preview
    3. 2. API Set Up Free preview
    4. 3. Functions Free preview
    5. 4. Modeling Free preview
    6. 5. Trading Free preview
    7. 6. Forecasting Free preview
    8. 7. Trade Strategy Free preview
    9. 8. Interface (UI) Free preview
    10. (Included in full purchase)

      Download Bot Script

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