Genetic Algorithms Courses

Master Python data structures and algorithms, enhance problem-solving skills, and prepare for technical interviews with hands-on practice and mock interviews.

• Udacity
• 4 weeks
• Self-Paced
• Paid Course

Algorithms: Sorting and Searching Course (How To)

119-minute Computer Science course: This course will look at algorithms in two categories: sorting and searching. We'll implement well-known sortin...

• Treehouse
• 1 hour 59 minutes
• Self-Paced
• Free Trial Available

Introduction to Algorithms Course (How To)

134-minute Computer Science course: Algorithms are a fundamental topic in computer science, power many of the largest companies today and are used...

• Treehouse
• 2 hours 14 minutes
• Self-Paced
• Free Trial Available

NPTEL;  IIT Bombay

Design and Analysis of Algorithms

Comprehensive exploration of algorithm design techniques, analysis frameworks, and problem-solving strategies, covering divide-and-conquer, greedy algorithms, dynamic programming, and NP-completeness.

• YouTube
• 1 day 6 hours
• Self-Paced
• Free Video

NPTEL;  IIT Kanpur

Computer Algorithms - 2

The course discusses efficient algorithms from a large number of domains. This course assumes the knowledge of data structures, the knowledge big-O notation and the concept of time and space complexity of an algorithm.

• YouTube
• 1 day 6 hours
• Self-Paced
• Free Video

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
• Self-Paced
• Free Video

Genomics Boot Camp

DNA and Genetic Markers - Introduction to Genomics Theory

Explore DNA basics, genomic revolution, and markers in this beginner-friendly introduction to genomics theory, covering fundamental concepts and their applications in modern science.

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

tinyML

Introduction to Optimization Algorithms to Compress Neural Networks

Explore optimization techniques for compressing neural networks, including pruning and quantization, to enable deployment on resource-constrained devices like smartphones.

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

javidx9

Integral Images: Concept and Application in Spatial Algorithms

Learn about integral images for faster spatial partitioning and search algorithms, with a demonstration of object tracking implementation and practical coding examples.

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

tinyML

Neuromorphic Engineering Algorithms for Edge ML and Spiking Neural Networks

Explore cutting-edge neuromorphic engineering algorithms for edge ML, including hardware-friendly learning, spike-based intelligence, surrogate gradients, and meta-learning techniques.

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

tinyML

Mastering the Three Pillars of AI Acceleration: Algorithms, Hardware, and Software

Explore IBM Research's holistic approach to AI acceleration, covering low-precision DNN models, scalable hardware techniques, and efficient software methodologies for optimal performance.

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

tinyML

On-Device Neural End-to-End Speech Recognition and Synthesis Algorithms - A Review

Comprehensive review of on-device neural speech recognition and synthesis algorithms, exploring end-to-end models, optimization techniques, and their potential for on-device implementation.

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

Krish Naik

FAANG DSA Series - Discussing Sorting Algorithms - Selection, Bubble and Insertion Sort - Ft Priya Bhatia

Comprehensive exploration of sorting algorithms including selection, bubble, and insertion sorts, covering implementation, stability, and in-place vs. out-of-place techniques.

• YouTube
• 1 hour 56 minutes
• Self-Paced
• Free Video

Krish Naik

Discussing All Search Algorithms With Interview Based Questions

Comprehensive exploration of search algorithms, including linear, binary, and ternary search, with implementations and interview problem-solving techniques for data structures and algorithms.

• YouTube
• 2 hours 10 minutes
• Self-Paced
• Free Video

RSA Conference

Transfer Learning - Repurposing ML Algorithms from Different Domains to Cloud Defense

Explore innovative ML applications in cybersecurity through transfer learning, leveraging algorithms from other domains to enhance cloud defense and tackle emerging threats.

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