Social And Emotional Learning Courses

5 Minutes Engineering

Day 16: Machine Learning and Neural Networks - RNN and LSTM

Explore Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM) models, understanding their architecture, applications, and advantages in sequence data processing and prediction tasks.

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

5 Minutes Engineering

Machine Learning and Neural Networks: Convolutional Neural Networks - Day 15

Explore Convolutional Neural Networks (CNN) in machine learning, understanding their architecture and applications in image processing and computer vision.

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

5 Minutes Engineering

Machine Learning and Neural Networks: Cost Function and Gradient Descent - Day 12

Explore cost functions and gradient descent in machine learning and neural networks, focusing on their role in optimizing model performance and accuracy.

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

5 Minutes Engineering

Machine Learning and Neural Networks: Activation Functions - Day 11

Explore activation functions in neural networks, their role in machine learning, and how they impact model performance and decision-making processes.

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

5 Minutes Engineering

Machine Learning and Neural Networks: Decision Trees - Day 10

Explore decision trees in machine learning and neural networks, covering key concepts and applications for data-driven decision-making.

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

5 Minutes Engineering

Machine Learning and Neural Networks: K-Nearest Neighbors - Day 9

Explore K-Nearest Neighbors algorithm for machine learning and neural networks, covering its principles, implementation, and applications in classification and regression tasks.

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

5 Minutes Engineering

K-Means Clustering in Machine Learning and Neural Networks - Day 8

Explore K-Means Clustering algorithm for unsupervised learning, understanding its principles and applications in machine learning and neural networks.

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

5 Minutes Engineering

Machine Learning and Neural Networks: Logistic Regression - Day 6

Explore logistic regression in machine learning and neural networks, covering key concepts and applications for binary classification problems.

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

5 Minutes Engineering

Machine Learning and Neural Networks: Simple and Multiple Linear Regression - Day 5

Learn simple and multiple linear regression techniques for machine learning and neural networks, covering key concepts and practical applications.

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

5 Minutes Engineering

Training and Testing Data in Machine Learning and Neural Networks - Day 4

Explore training and testing data concepts in machine learning and neural networks, enhancing your understanding of model evaluation and performance optimization.

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

5 Minutes Engineering

Machine Learning and Neural Networks: Data Preprocessing Techniques - Day 3

Explore data preprocessing techniques for machine learning: handling missing data, normalization, standardization, and binarization. Enhance your ML and neural network skills.

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

NorthSec

Hacking K-12 School Software in a Time of Remote Learning

Análisis de vulnerabilidades en software educativo durante la pandemia, explorando ataques potenciales y sus implicaciones para la seguridad de dispositivos escolares y domésticos.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

NorthSec

Python and Machine Learning

Explore machine learning for malware categorization using Python and scikit-learn. Learn to transform data, apply clustering algorithms, and generate YARA rules for effective malware hunting.

• YouTube
• 59 minutes
• Self-Paced
• Conference Talk

CG Cookie

Learning From the Legendary 3D Character Art of Sven Juhlin

Explore the inspiring 3D character art of Sven Juhlin, a renowned artist in the industry. Gain insights into his techniques and creative process to enhance your own character design skills.

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

Blender Guru

The Art of Learning - Interview with Concept Artist Efflam Mercier

Insightful interview with concept artist Efflam Mercier on learning techniques, industry insights, and career advice for aspiring artists. Covers drawing, composition, anatomy, AI, and future trends in art.

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