Genetic Algorithms Courses

Data, Algorithms, Justice and Fairness - Lecture 2

Exploring algorithmic fairness in justice systems: accuracy, data sources, and potential biases. Discusses AI decision-making, explainability, and societal implications of algorithms in criminal justice.

• YouTube
• 1 hour 34 minutes
• On-Demand
• Free Video

Physics-Inspired Algorithms and Phase Transitions in Community Detection - 2014 Symposium

Explore physics-inspired algorithms for community detection, including phase transitions, statistical inference, and belief propagation. Learn about innovative approaches to clustering and network analysis.

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

Transparency in Algorithms for Risk Assessment, Housing, and Pretrial Detention

Explore the impact of algorithms on risk assessment, housing, and pretrial detention, focusing on transparency issues and their societal implications.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Devil or Angel - Genetic Conflicts in Brain and Behavior

Explore genetic conflicts in the brain, self-defeating behaviors, and evolutionary clashes between maternal and paternal genes influencing decision-making and behavioral patterns.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Video

Introduction to Algorithms and Data structures in C++

6850 ratings at Udemy

A step-by-step guide with solved problems. I'm teaching visually with lots of examples.

• Udemy
• 3 hours 15 minutes
• On-Demand
• Free Online Course

DeepLearning.AI;  Stanford

Advanced Learning Algorithms

6684 ratings at Coursera

Explore neural networks, decision trees, and best practices in machine learning. Build and train models using TensorFlow, apply multi-class classification, and learn ensemble methods for real-world AI applications.

• Coursera
• 1 day 10 hours 18 minutes
• On-Demand
• Free Online Course (Audit)

NPTEL;  IIT Kharagpur

Fundamental Algorithms - Design and Analysis

This course provides an introduction to mathematical modeling of computational problems. It covers the common algorithms, algorithmic paradigms, and data structures used to solve these problems.

• YouTube
• 10 hours
• On-Demand
• Free Video

IIT Kharagpur;  NPTEL

Data Structure and Algorithms using Java

Comprehensive exploration of data structures and algorithms using Java, covering arrays, lists, trees, graphs, and essential algorithms for efficient software development.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

The Path to the Nobel Prize - From Childhood Chemistry to Genetic Breakthroughs

Explore a Nobel laureate's scientific journey, from childhood curiosity to groundbreaking discoveries in genetics, offering insights into the path of scientific excellence and innovation.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Complexity Theory - Running Time Analysis of Algorithms

2355 ratings at Udemy

Learn Asymptotic Complexity, Running Times Analysis (O, Ω, θ) and Complexity Classes (P and NP)

• Udemy
• 1 hour 56 minutes
• On-Demand
• Free Online Course

Neurogenetics: Genetics in Neuropsychiatric Illness and Genetic-Based Treatments

Explore neurogenetics' impact on neuropsychiatric diseases and brain injuries with Dr. Geschwind. Learn about genetic bases, risk factors, and emerging treatments in this comprehensive discussion on precision health advancements.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

NPTEL;  IIT Madras

Introduction to Quantum Computing: Quantum Algorithms and Qiskit

Explore quantum computing fundamentals, algorithms, and Qiskit with hands-on sessions. Learn superposition, entanglement, quantum circuits, and error correction, gaining practical skills for this emerging technology.

• Swayam
• 4 weeks
• On-Demand
• Free Online Course

Approximation Algorithms Part II

44 ratings at Coursera

Explore advanced approximation algorithms using linear programming duality and semidefinite programming for combinatorial optimization problems like Steiner forest, facility location, and maximum cut.

• Coursera
• 1 day 8 hours 30 minutes
• On-Demand
• Free Online Course (Audit)

Learn Machine Learning algorithms, softwares, deep learning

543 ratings at Udemy

Course covering Deep learning, Neural Networks, KDD, AI, BI, ANN, Decision tree, Bayesian networks, TensorFlow n Knime

• Udemy
• On-Demand
• Free Online Course

Genetic Inheritance for the Pregnancy Pathway: A Practical Guide for Clinicians

Explore genetics and genomics in maternity healthcare and apply principles to provide high quality care.

• FutureLearn
• 2 weeks, 3 hours a week
• On-Demand
• Free Online Course (Audit)