Mathew K Analytics

Learn yfinance with free notebooks

17 free video lessons that use yfinance, each with a downloadable Jupyter notebook and, where needed, the dataset. Learn yfinance by working through real examples.

Volatility and Risk Analysis Training for Finance and Stock Market21 min
Lesson 59

Volatility and Risk Analysis Training for Finance and Stock Market

📓 Notebook · pandas · yfinance · Matplotlib

Introduction to Technical Analysis for Finance and Stock Market Analytics23 min
Lesson 1

Introduction to Technical Analysis for Finance and Stock Market Analytics

📓 Notebook · pandas · NumPy · yfinance

Understanding Financial Markets and Instruments: Key Concepts and Analytics35 min
Lesson 2

Understanding Financial Markets and Instruments: Key Concepts and Analytics

📓 Notebook · pandas · NumPy · yfinance

Types of Financial Data: OHLCV, Fundamentals, and Sentiment Explained24 min
Lesson 3

Types of Financial Data: OHLCV, Fundamentals, and Sentiment Explained

📓 Notebook · pandas · NumPy · yfinance

Financial Analytics Workflow Using Python: Step-by-Step Training for Beginners26 min
Lesson 4

Financial Analytics Workflow Using Python: Step-by-Step Training for Beginners

📓 Notebook · pandas · NumPy · yfinance

Numerical Analysis with NumPy for Financial Data: Training and Applications24 min
Lesson 8

Numerical Analysis with NumPy for Financial Data: Training and Applications

📓 Notebook · NumPy · pandas · yfinance

Introduction to Pandas for Stock Data Analysis20 min
Lesson 9

Introduction to Pandas for Stock Data Analysis

📓 Notebook · pandas · yfinance

Structure of Stock Market Datasets for Analytical Training24 min
Lesson 11

Structure of Stock Market Datasets for Analytical Training

📓 Notebook · pandas · NumPy · yfinance

Understanding OHLCV Data in Finance: Open, High, Low, Close, and Volume Explained24 min
Lesson 12

Understanding OHLCV Data in Finance: Open, High, Low, Close, and Volume Explained

📊 Dataset · 📓 Notebook · pandas · yfinance · NumPy

Assessing Financial Data Quality: Techniques and Best Practices for Accurate Analysis23 min
Lesson 15

Assessing Financial Data Quality: Techniques and Best Practices for Accurate Analysis

📓 Notebook · pandas · NumPy · yfinance

Preparing Clean Financial Datasets for Analysis: Step-by-Step Data Cleaning Guide23 min
Lesson 20

Preparing Clean Financial Datasets for Analysis: Step-by-Step Data Cleaning Guide

📊 Dataset · 📓 Notebook · pandas · NumPy · yfinance

Scheduling Financial Data Updates for Automated Analytics25 min
Lesson 44

Scheduling Financial Data Updates for Automated Analytics

📊 Dataset · 📓 Notebook · pandas · yfinance · NumPy

Introduction to Time Series in Finance: Key Concepts and Applications23 min
Lesson 46

Introduction to Time Series in Finance: Key Concepts and Applications

📓 Notebook · Matplotlib · pandas · NumPy

Moving Averages and Smoothing Techniques in Stock Market Analysis28 min
Lesson 49

Moving Averages and Smoothing Techniques in Stock Market Analysis

📓 Notebook · pandas · NumPy · yfinance

Seasonal Patterns in Financial Markets: Understanding Recurring Trends23 min
Lesson 50

Seasonal Patterns in Financial Markets: Understanding Recurring Trends

📓 Notebook · pandas · NumPy · Matplotlib

Designing Financial Analytics Dashboards: Principles, Tools, and Best Practices22 min
Lesson 57

Designing Financial Analytics Dashboards: Principles, Tools, and Best Practices

📓 Notebook · pandas · NumPy · yfinance

Exporting Financial Reports with Python: Step-by-Step Training Guide28 min
Lesson 60

Exporting Financial Reports with Python: Step-by-Step Training Guide

📊 Dataset · 📓 Notebook · pandas · NumPy · yfinance