Genetic Algorithms Courses

Microcredential

Mastering Algorithms and Data Structures in Kotlin

Master algorithm selection, implementation, and analysis in Kotlin through hands-on practice with maps, recursion, linked lists, sorting, searching, stacks, and queues.

• CodeSignal
• 10 hours
• On-Demand
• Free Certificate
• 4 courses

Microcredential

Mastering Algorithms and Data Structures in Ruby

Unlock efficient problem-solving skills by implementing hashes, recursion, linked lists, and sorting algorithms in Ruby through hands-on practice and analysis.

• CodeSignal
• 9 hours
• On-Demand
• Free Certificate
• 4 courses

Sorting and Searching Algorithms in Ruby

Master sorting and searching algorithms in Ruby, from recursion and binary search to advanced techniques like Quick Sort and Merge Sort, with practical applications for complex problem-solving.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Proficiency in Maps, Two Pointers, and Scala Algorithms

Master Map optimization, Set operations, and two-pointer techniques in Scala through hands-on algorithm challenges and data structure problem-solving strategies.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Classification Algorithms and Metrics

Dive into classification algorithms by building Logistic Regression, k-NN, Naive Bayes, and Decision Trees from scratch without libraries, plus implement AUCROC metrics.

• CodeSignal
• 5 hours
• On-Demand
• Free Certificate

Gradient Descent: Building Optimization Algorithms from Scratch

Master optimization algorithms by implementing SGD, Mini-Batch GD, Momentum, RMSProp, and Adam from scratch in C++ without relying on high-level libraries for deep understanding.

• CodeSignal
• 4 hours
• On-Demand
• Free Certificate

Sorting and Searching Algorithms in Kotlin

Master fundamental and advanced sorting and searching algorithms in Kotlin through hands-on practice with recursion, binary search, quick sort, merge sort, and real-world applications.

• CodeSignal
• 4 hours
• On-Demand
• Free Certificate

Microcredential

Mastering Algorithms and Data Structures in Scala 2

Master algorithm selection and implementation in Scala, covering hash tables, sorting, searching, stacks, queues, and linked lists for effective problem-solving.

• CodeSignal
• 9 hours
• On-Demand
• Free Certificate
• 4 courses

Sorting and Searching Algorithms in Scala

Master sorting and searching algorithms in Scala through hands-on implementation of binary search, quick sort, merge sort, and advanced techniques for complex problem-solving scenarios.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Microcredential

Mastering Algorithms and Data Structures in Python

2144 ratings at CodeSignal

Master essential Python data structures and algorithms through hands-on practice with hashing, sorting, linked lists, trees, and graphs. Build problem-solving skills for technical interviews and real-world applications.

• CodeSignal
• 16 hours
• On-Demand
• Free Certificate
• 5 courses

Geometric Folding Algorithms: Linkages, Origami, Polyhedra

This course focuses on the algorithms for analyzing and designing geometric foldings. Applications to architecture, robotics, manufacturing, and biology are also covered in this course.

• MIT OpenCourseWare
• 43 hours
• On-Demand
• Free Video

Microcredential

Data Structures and Algorithms

6 reviews

Gain practical experience with 100+ data structures and algorithm exercises, guided by a dedicated mentor to prepare for interviews and real-world programming challenges.

• Udacity
• 47 hours
• On-Demand
• Paid Course

Diverse Data and Efficient Algorithms for Robot Learning

Explore diverse data collection and efficient algorithms for robot learning, focusing on large-scale approaches and reinforcement learning for deformable object manipulation.

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

Graph Algorithms

Learn how to use algorithms to explore graphs, compute shortest distance, min spanning tree, and connected components.

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

Algorithms and Data Structures Capstone

Synthesize your knowledge of algorithms and biology to build your own software for solving a biological challenge.

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