Social And Emotional Learning Courses

Jeff Heaton

Introduction to Q-Learning for Game Play - Lecture 12.2

Explore Q-Learning for game AI: build policy tables, suggest optimal actions, and apply Python techniques for environment-based decision-making in this introduction.

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

Jeff Heaton

Using FFMPEG to Encode-Decode Video for Offline Video-Based Machine Learning

Learn to use FFMPEG for video encoding/decoding in machine learning, enabling frame-by-frame processing and video generation from individual images.

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

Jeff Heaton

Multi-Variate Feature Engineering Presentation for Machine Learning

Learn advanced feature engineering techniques for machine learning, including feature importance, target coding, neural networks, and embedding layers to improve model performance and extrapolation.

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

Jeff Heaton

How Much Data Is Enough to Build a Machine Learning Model

Explore techniques to measure data coverage for machine learning models, ensuring sufficient multivariate representation and understanding extrapolation in high dimensions.

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

Jeff Heaton

Security and Information Assurance with Deep Learning

Explore deep learning applications in security, focusing on intrusion detection systems and common pitfalls. Learn about complex security data and real-world examples of machine learning challenges.

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

Jeff Heaton

Deep Learning Cross Validation for TensorFlow and Keras

Learn to implement cross-validation techniques for deep learning models using TensorFlow and Keras, enhancing model evaluation and performance in regression and classification tasks.

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

Dansky

Learn How to Design a Social Profile UI in Adobe Illustrator - Dansky

Learn to design a social profile UI in Adobe Illustrator, covering layout creation, aesthetic styling, gradients, text elements, and final touches for a polished interface.

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

Derek Banas

Probability for Data Science & Machine Learning

Comprehensive overview of probability concepts for data science and machine learning, covering key formulas and real-world applications in a concise, accessible format.

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

Great Learning

Linear Discriminant Analysis - Discriminant Analysis Tutorial - Machine Learning Tutorial

Explore Linear Discriminant Analysis for dimension reduction and pattern classification in machine learning. Learn its applications, core mathematics, and practical implementation through exercises and examples.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Great Learning

Decision Tree Algorithm Tutorial - Machine Learning and Example

Comprehensive tutorial on decision tree algorithms, covering types, splitting criteria, case studies, and applications in machine learning. Ideal for beginners and professionals seeking practical knowledge.

• YouTube
• 1 hour 58 minutes
• Self-Paced
• Free Video

Great Learning

How to Improve Public Speaking - 6 P's of Public Speaking - Great Learning

Master the art of public speaking with techniques for audience analysis, speech organization, and overcoming anxiety. Learn to deliver impactful presentations and enhance your communication skills.

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

Great Learning

Do's and Don'ts in an Interview - Great Learning

Essential interview tips: Be punctual, professional, and prepared. Avoid phone use, dishonesty, and negativity. Show gratitude and research the company. Make a lasting positive impression to stand out from other candidates.

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

Great Learning

Arduino vs Raspberry Pi - Which Is Better for IoT Projects - IoT Project Board - Great Learning

Comprehensive comparison of Arduino and Raspberry Pi for IoT projects, exploring their features, capabilities, and suitability for different applications in the Internet of Things domain.

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

Great Learning

Python Projects for Beginners - Great Learning

Comprehensive tutorial covering 13 Python projects for beginners, from basic concepts to advanced applications like face recognition and machine learning, with hands-on demonstrations and examples.

• YouTube
• 6 hours 57 minutes
• Self-Paced
• Free Video

Great Learning

Using Data Science to Fight Covid-19 and How to Start Learning ADSB

Explore data science applications in fighting COVID-19, learn about pandemics, and discover pathways to start a data science career with insights from MIT faculty and industry experts.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video