Algorithm Optimization Courses and Certifications

Maximized Efficiency in Problem Solving Techniques in Python

Master advanced Python problem-solving techniques through optimization strategies, combinatorial analysis, heap operations, and efficient data structure manipulation for improved algorithmic performance.

• CodeSignal
• On-Demand
• Free Certificate

tinyML

ZigZag - An Architecture-Mapping Design Space Exploration Framework for Deep Learning Accelerator

Explore ZigZag, a framework for optimizing deep learning accelerator design through architecture-mapping space exploration, enhancing efficiency in embedded systems.

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

Institute for Advanced Study

Pandora's Box with Correlations: Learning and Approximation - Shuchi Chawla

Explore decision-making under uncertainty, focusing on the Pandora's Box problem with correlated costs. Learn about adaptive strategies and data-driven algorithm design in this advanced computer science seminar.

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

Sebastian Lague

Coding Adventure - Making a Stronger Chess Engine

Explore techniques to enhance a chess engine, including move selection, search extensions, bitboards, and optimization, culminating in the creation of a Lichess bot and performance analysis.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

IEEE

Subsets and Supermajorities - Optimal Hashing-based Set Similarity Search

Explore optimal hashing techniques for efficient set similarity search, focusing on subsets and supermajorities in data structures and algorithms.

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

The Cherno

Nodes and A-Star Costs - Game Programming

Explore A* search algorithm fundamentals, including f-cost, g-cost, h-cost, and nodes. Learn how this pathfinding technique works in game programming.

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

javidx9

Optimizing Mandelbrot Fractal Rendering - Brute Force Processing Strategies

Explore strategies to optimize Mandelbrot Fractal rendering, from algorithm improvements to vector co-processing and thread-pools, maximizing CPU performance.

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

Institute for Pure & Applied Mathematics (IPAM)

Quantum Computation of Stopping Power for Inertial Fusion Target Design

Explores quantum computation for calculating stopping power in inertial fusion, adapting electronic structure algorithms for non-equilibrium dynamics and finite temperature conditions.

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

Churchill CompSci Talks

Sorting Networks - Harnessing Instruction-Level Parallelism for Efficient Sorting

Explore sorting networks: a parallel approach to comparison-based sorting that can achieve sub-linear time complexity, offering significant speed-up opportunities over traditional methods.

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

USENIX

Kosmo: Efficient Online Miss Ratio Curve Generation for Eviction Policy Evaluation

Efficient algorithm for generating miss ratio curves to evaluate cache eviction policies, reducing memory overhead and improving throughput compared to existing methods.

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

Intro to ChatGPT and Generative AI

25185 ratings at Udemy

Learn How to Use ChatGPT and Skyrocket Your Productivity! Get a Proper Introduction to the Generative AI Field

• Udemy
• 1 hour 51 minutes
• On-Demand
• Paid Course

Machine Learning with Javascript

3344 ratings at Udemy

Master Machine Learning from scratch using Javascript and TensorflowJS with hands-on projects.

• Udemy
• 17 hours 41 minutes
• On-Demand
• Paid Course

Python Developer | Complete course 2021

901 ratings at Udemy

Learn programming by starting from zero, and create powerful projects with Python : Web, Mobile, Games, Desktop

• Udemy
• 27 hours
• On-Demand
• Paid Course

Instagram Business Mastery 2019 - Expert Strategies

134 ratings at Udemy

Grow your brand or business on Instagram like the pros, gain your first 10k followers for free.

• Udemy
• 1-2 hours
• On-Demand
• Free Online Course

Instagram Marketing: Instagram Masterclass on Fast Track

75 ratings at Udemy

Instagram marketing | Social media marketing. Instagram for business and not only. Growing fast your Instagram account

• Udemy
• 2-3 hours
• On-Demand
• Paid Course