Derek Banas Courses

Learn Algebra 1 and 2 - Comprehensive Problem-Solving Guide

A live, problem-focused walkthrough of Algebra 1 and 2, solving equations, inequalities, and systems while explaining the rules behind each method.

• YouTube
• 2 hours 53 minutes
• Self-Paced
• Free Video

Octave Tutorial for Machine Learning

Learn GNU Octave through live coding, covering programming basics, mathematical operations, vectors, linear algebra, and matrices in a single tutorial.

• YouTube
• 3 hours 15 minutes
• Self-Paced
• Free Video

How to Invest with Data Science - Technical Analysis and Portfolio Optimization

Use technical indicators and portfolio optimization to analyze stocks and construct investment portfolios with data science.

• YouTube
• 3 hours 21 minutes
• Self-Paced
• Free Video

Testing Stock Trading Strategies with Ichimoku Analysis

Use Python to backtest the Ichimoku indicator, calculate buy and sell opportunities, and visualize strategy earnings.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Finding the Best Investments Using Technical Analysis

Use the Ichimoku Cloud, sector comparisons, and non-correlated assets to identify securities and build portfolios with Python-based technical analysis.

• YouTube
• 1 hour 49 minutes
• Self-Paced
• Free Video

Getting Started with Technical Analysis 2 - Bollinger Bands and Advanced Indicators

Use Python to calculate technical indicators, analyze chart patterns, and create customizable market charts.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Getting Started with Technical Analysis Using Python

Use Python to download stock data, calculate daily and cumulative returns, compare securities, and create customizable charts for technical analysis.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

Technical Analysis - Ichimoku Indicator Tutorial

Use Python and real-time data to apply the Ichimoku Indicator, analyze securities through its five lines, and create customizable candlestick charts.

• YouTube
• 43 minutes
• Self-Paced
• Free Video

Technical Analysis: RSI and Bollinger Bands Using Python

Use Python to calculate and visualize RSI and Bollinger Bands with stock data, candlestick charts, and customizable technical-analysis plots.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Technical Analysis: MACD and Stochastic Oscillator Using Python

Use Python and real-time stock data to calculate MACD and stochastic oscillators and create customizable candlestick charts for technical analysis.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Technical Analysis with Python for Stock Market Predictions

Use Python and data science libraries to download stock data and build technical-analysis charts with candlesticks and moving averages.

• YouTube
• 43 minutes
• Self-Paced
• Free Video

Python for Data Science - Mastering NumPy, Pandas, and Plotly

Learn the core NumPy, pandas, and Plotly skills used in data science through a focused Python tutorial and commented code files.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Investment Portfolio Management with Python - Maximizing Return and Minimizing Risk

Use Python to construct stock portfolios, compare thousands of random allocations, and balance return against risk with Markowitz optimization and the Sharpe ratio.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Best Stocks to Buy Now - Python for Finance - Part 6

Use Python regression and market data to automate momentum-stock searches and forecast potential returns.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Stock Market Prediction Using Regression Analysis - Python for Finance

Use Python regression and time-series models to forecast stock performance from historical data.

• YouTube
• 26 minutes
• Self-Paced
• Free Video