Dynamic programming Courses and Certifications

Decision Making and Reinforcement Learning

18 ratings at Coursera

Explore sequential decision-making and reinforcement learning, covering utility theory, bandit problems, MDPs, POMDPs, Monte Carlo methods, and temporal difference learning. Gain practical skills through algorithms and examples.

• Coursera
• 1 day 23 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning for Genomics Fall 2020

Fall 2020 Prof. Manolis Kellis Computational Biology: Genomes, Networks, Evolution, Health Machine Learning in Genomics: Dissecting the circuitry of Human Disease

• YouTube
• 1 day 8 hours
• On-Demand
• Free Video

MIT Computational Biology - Genomes, Networks, Evolution, Health - Fall 2018

Comprehensive exploration of computational biology, covering genomics, networks, evolution, and health applications through advanced algorithms, data analysis, and cutting-edge research topics.

• YouTube
• 1 day 7 hours
• On-Demand
• Free Video

Machine Learning in Genomics - Fall 2019

Comprehensive exploration of computational biology techniques, from dynamic programming to deep learning, applied to genomics, epigenomics, and systems biology. Covers cutting-edge topics like single-cell genomics and genome engineering.

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

Delivery Problem

372 ratings at Coursera

Implement efficient Python programs for the traveling salesman problem, exploring exact and approximation algorithms while applying discrete mathematics concepts.

• Coursera
• 13 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

Algorithmic Design and Techniques

3 reviews

Learn how to design algorithms, solve computational problems and implement solutions efficiently.

• edX
• 6 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Foundations of Data Structures and Algorithms

1 review

Explore fundamental data structures and algorithms for efficient data processing, focusing on sorting, searching, indexing, trees, and graphs. Ideal for programmers interested in handling large datasets.

• Coursera
• 13 weeks, 9 hours a week
• On-Demand
• Paid Course
• 3 courses

Dynamic Programming, Greedy Algorithms

163 ratings at Coursera

Explore algorithm design techniques like divide-and-conquer, dynamic programming, and greedy algorithms. Learn about intractability and optimization problem-solving using linear/integer programming solvers.

• Coursera
• 1 day 13 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Foundations of Data Structures and Algorithms

Comprehensive exploration of data structures and algorithms, focusing on efficient data organization and operations for data science applications. Covers arrays, hash-tables, trees, graphs, sorting, searching, and more.

• Coursera
• On-Demand
• Paid Course
• 5 courses

Dynamic Programming: Applications In Machine Learning and Genomics

Learn how dynamic programming and Hidden Markov Models can be used to compare genetic strings and uncover evolution.

• edX
• 4 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Algorithms and Data Structures

Comprehensive program covering algorithmic techniques, data structures, and their applications in computational problem-solving. Includes hands-on coding challenges and real-world applications in genomics and machine learning.

• edX
• 36 weeks, 8-10 hours a week
• On-Demand
• $1,200.00
• 8 courses

Artificial Intelligence: Reinforcement Learning in Python

10351 ratings at Udemy

Complete guide to Reinforcement Learning, with Stock Trading and Online Advertising Applications

• Udemy
• 14 hours 42 minutes
• On-Demand
• Paid Course

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

Java Data Structures and Algorithms Masterclass

6479 ratings at Udemy

100+ DSA Interview Questions for Cracking FAANG with Animated Examples for Deeper Understanding and Faster Learning

• Udemy
• 1 day 22 hours 36 minutes
• On-Demand
• Paid Course

Data Structures & Algorithms, Level-up for Coding Interviews

3293 ratings at Udemy

Master problem solving for Coding Interviews, ace Data Structures and Algorithms with over 150 challenges!

• Udemy
• 1 day 6 hours 44 minutes
• On-Demand
• Paid Course