Derek Banas Courses

Machine Learning Tutorial for Beginners

Comprehensive TensorFlow tutorial covering data handling, neural networks, and model building. Learn to clean, analyze, and process data for machine learning applications.

• YouTube
• 2 hours 3 minutes
• On-Demand
• Free Video

Comprehensive Introduction to Probability Theory and Applications

Comprehensive overview of probability concepts, from basic definitions to advanced distributions, with real-world examples and formulas for practical application in data science and statistics.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Transfer Learning with TensorFlow - Live Coding and Explanation

Comprehensive live coding session on transfer learning with TensorFlow, covering model reuse, data processing, CNN architectures, and performance optimization techniques for efficient deep learning.

• YouTube
• 2 hours 23 minutes
• On-Demand
• Free Video

Convolutional Neural Networks with TensorFlow 2022

Comprehensive live-coding tutorial on Convolutional Neural Networks using TensorFlow, covering data preparation, model architecture, optimization techniques, and practical applications in image recognition and object detection.

• YouTube
• 1 hour 42 minutes
• On-Demand
• Free Video

TensorFlow Binary and Multi-class Classification Tutorial

Learn TensorFlow for binary and multi-class classification, covering data handling, model building, optimization, and evaluation techniques for effective machine learning implementations.

• YouTube
• 2 hours 8 minutes
• On-Demand
• Free Video

TensorFlow Tutorial 2022

Comprehensive TensorFlow tutorial covering tensors, data handling, neural networks, and model building. Learn to create, compile, and evaluate machine learning models using practical examples.

• YouTube
• 2 hours 4 minutes
• On-Demand
• Free Video

Linear Regressions with StatsModels - Data Science Tutorial

Learn to create linear regressions using StatsModels, exploring datasets and examples with NumPy, Pandas, Matplotlib, and Seaborn. Analyze professor ratings and tipping strategies through practical applications.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Comprehensive Solidity Tutorial for Smart Contract Development

Comprehensive Solidity tutorial covering core concepts, smart contracts, and Ethereum development. Includes live coding, example code, and explanations suitable for C++ or Python developers.

• YouTube
• 2 hours 18 minutes
• On-Demand
• Free Video

Learn Precalculus - Comprehensive Problem-Solving Guide

Comprehensive precalculus review covering algebra, trigonometry, and geometry, with problem-solving examples from James Stewart's Calculus textbook. Ideal preparation for calculus studies.

• YouTube
• 2 hours 34 minutes
• On-Demand
• Free Video

Comprehensive Trigonometry and Conic Sections Tutorial

Comprehensive trigonometry tutorial covering problem-solving techniques, conic sections, and live demonstrations. Includes downloadable notes and interactive Q&A sessions.

• YouTube
• 2 hours 37 minutes
• On-Demand
• Free Video

Learn Algebra 1 and 2 - Comprehensive Problem-Solving Guide

Comprehensive guide to Algebra 1 and 2, covering various problem-solving techniques with live demonstrations and explanations of fundamental rules and theorems.

• YouTube
• 2 hours 53 minutes
• On-Demand
• Free Video

Octave Tutorial for Machine Learning

Comprehensive Octave tutorial covering basic to advanced concepts, including data types, math operations, vectors, matrices, and linear algebra for machine learning applications.

• YouTube
• 3 hours 15 minutes
• On-Demand
• Free Video

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

Learn data science techniques for investing, covering stock analysis, portfolio optimization, and advanced indicators to make informed investment decisions.

• YouTube
• 3 hours 21 minutes
• On-Demand
• Free Video

Testing Stock Trading Strategies with Ichimoku Analysis

Learn to test stock trading strategies using Python, focusing on Ichimoku analysis with real-time data, customizable charts, and performance evaluation techniques.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Learn to Crochet for Beginners

Comprehensive guide to crochet basics: hooks, stitches, patterns, and projects. Master techniques to create scarves, hats, and stuffed animals. Includes detailed patterns for various skill levels.

• YouTube
• 28 minutes
• On-Demand
• Free Video