Imagine this: you’re mindlessly scrolling through your LinkedIn or Facebook feed, and suddenly, you’re bombarded by your peers raving about the astounding new skills they’ve acquired. It seems like the word “algorithms” is plastered everywhere. Your inner voice whispers that it seems important and that you should probably hop on board…but, where the heck do you start?
Alchemy? Close, but not quite. Algorithms! They’re the hidden gems that give you the power to navigate the noisy online ocean as a competitive tech-savvy professional. No, you don’t have to be a computer whiz to learn about the beauty of algorithms. From job interviews to improving your programming skills, entering the world of algorithms will level up your expertise in more ways than one. Lucky for you, an array of online courses are at your disposal to unravel the mysteries and richness of algorithms. So, buckle up and get ready to dive into our curated list of algorithm-centric courses that cater to all levels and aspirations. Your future self will thank you for it!
Algorithms Courses – Table of Contents
- Python Data Structures & Algorithms + LEETCODE Exercises
- The Complete Data Structures and Algorithms Course in Python
- The Coding Interview Bootcamp: Algorithms + Data Structures
- Deep Learning A-Z™ 2023: Neural Networks, AI & ChatGPT Bonus
- Master the Coding Interview: Big Tech (FAANG) Interviews
- Data Structures and Algorithms Bootcamp
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Python Data Structures & Algorithms + LEETCODE Exercises
Platform:
Udemy
Rating:
4.7 out of 5
Welcome to the Data Structures & Algorithms in Python course! This uniquely designed course combines fun learning with easy-to-understand concepts, all delivered through the use of animations. These visually engaging animations will help students learn more efficiently while boosting their retention. Moreover, the course offers dozens of coding exercises, allowing learners to put their newly-acquired knowledge into practice immediately. Students can also look forward to the instructor’s active presence in the Q&A section, ensuring the guidance and support they need throughout their learning journey.
The course covers a variety of technical topics such as Big O notation, data structures (lists, linked lists, binary trees, and more), and algorithms (including sorting and searching). Featuring over 100 hand-crafted animated HD videos, students can be certain that this learning experience will be top-notch. Already earning numerous rave reviews, this course caters to visual learners and individuals looking for a concise, clear, and effective learning experience. So why wait? Enroll now in the Python Data Structures & Algorithms course and experience the power of these animations yourself.
Skills you’ll learn in this course:
- Understanding Big O notation
- Mastering various Data Structures (Lists, Linked Lists, Stacks, Queues, Binary Trees, Hash Tables, Graphs)
- Learning and implementing Sorting Algorithms (Bubble, Selection, Insertion, Merge, Quick)
- Gaining proficiency in Searching Algorithms (Breadth First, Depth First)
- Being able to apply algorithms in coding exercises
- Enhancing coding interview preparation skills
- Better visual understanding of data structures and algorithms
- Getting support through course Q&A
The Complete Data Structures and Algorithms Course in Python
Platform:
Udemy
Rating:
4.5 out of 5
Welcome to the Complete Data Structures and Algorithms in Python Bootcamp! This course is 40+ hours long and is designed to help you ace your coding interviews through learning about data structures and algorithms in Python. It includes 100+ interview questions from top tech companies such as Apple, Amazon, Google, and Microsoft, as well as comprehensive visual explanations throughout the course.
The curriculum covers everything from basic algorithmic techniques like greedy algorithms, binary search, sorting, and dynamic programming to advanced topics like graphs, trees, and hashing. In addition, this course also delves into Python Lists, Dictionaries, Tuples, and more. When you complete this course, you will be able to confidently apply graph and string algorithms to solve real-world challenges, as well as understanding the strengths and weaknesses of various data structures. Whether you are a self-taught programmer looking to improve your understanding of data structures and algorithms, a student seeking supplementary material on the subject, or a professional preparing for upcoming coding interviews, this course has something for everyone.
Skills you’ll learn in this course:
- Understand basic algorithmic techniques (greedy algorithms, binary search, sorting, dynamic programming).
- Choose the best data structure for different data sets and applications.
- Implement common sorting algorithms for efficient data handling.
- Apply graph and string algorithms to real-world challenges.
- Master Python Lists, Dictionaries, and Tuples.
- Implement Linked Lists, Stacks, and Queues.
- Learn to ace technical interviews for top technology companies.
- Develop an understanding of Time and Space complexity in Data Structures and Algorithms.
The Coding Interview Bootcamp: Algorithms + Data Structures
Platform:
Udemy
Rating:
4.8 out of 5
Data structures, algorithms, and tons of well-explained practice questions are waiting for you in this comprehensive online course, perfect for overcoming your coding interview jitters. It’s no secret that practice makes perfect, and this course is designed to give you the tools and understanding needed to ace your next interview. From tackling simple problems to solving complex algorithm questions, you’ll get an insider’s look into the most common questions asked at top companies like Google, Facebook, and Amazon.
The course offers clear, easy-to-understand explanations for every problem, an overview of the most essential data structures for those without a CS degree, and a massive collection of algorithm questions to practice. Additionally, you’ll learn sensible strategies for tackling system design problems and get valuable insider tips on what interviewers are really looking for. Enjoy constant support from the course creator through the Udemy Q&A forums and become the cutting-edge engineer ready to land a high-paying job. Sign up today and conquer those tricky interview questions!
Skills you’ll learn in this course:
- Master common data structures used in coding interviews.
- Tackle a wide range of algorithm questions with confidence.
- Develop strategies for solving complex systems design problems.
- Strengthen problem-solving skills by understanding the tricks behind each problem.
- Apply insider tips to effectively answer what interviewers are looking for.
- Learn from clear, well-diagramed explanations for every problem.
- Receive constant support on the Udemy Q&A forums from the instructor.
- Prepare yourself to ace coding interviews at high-paying companies like Google, Facebook, and Amazon.
Deep Learning A-Z™ 2023: Neural Networks, AI & ChatGPT Bonus
Platform:
Udemy
Rating:
4.6 out of 5
Artificial Intelligence has shown significant growth over the years, and Deep Learning A-Z aims to equip learners with knowledge on Supervised and Unsupervised Deep Learning by providing a robust structure for mastering this complex field. The course is structured into two volumes, each focusing on three unique algorithms. A key feature of the course is its Intuition Tutorials, which help learners develop an intuitive understanding of Deep Learning algorithms. This approach allows for hands-on coding exercises that are meaningful, engaging, and enlightening, making the entire learning experience a game-changer.
Deep Learning A-Z showcases a number of real-world challenges that learners get to work on, setting it apart from courses that only make use of outdated datasets. It covers six practical challenges, including solving a Customer Churn problem using Artificial Neural Networks, Image Recognition, and Stock Price prediction with Recurrent Neural Networks. Tools integrated within the course include TensorFlow and Pytorch, two popular open-source libraries for Deep Learning. The course targets both beginners and experienced learners of Deep Learning, providing opportunities to build skills from the ground up or refresh and broaden existing knowledge.
Skills you’ll learn in this course:
- Developing an intuitive understanding of Deep Learning algorithms
- Applying Artificial Neural Networks to solve customer churn problems
- Using Convolutional Neural Networks for Image Recognition
- Implementing Recurrent Neural Networks to predict stock prices
- Utilizing Self-Organizing Maps for fraud detection
- Creating recommender systems with Boltzmann Machines
- Implementing Stacked Autoencoders for complex challenges
- Gaining hands-on experience with Python, TensorFlow, PyTorch, Keras, and other essential tools
Master the Coding Interview: Big Tech (FAANG) Interviews
Platform:
Udemy
Rating:
4.8 out of 5
Ready to level up your coding skills and land a job at a top tech company like Google, Microsoft, Meta, or Amazon? Then look no further! This brand new course, led by industry experts with experience in both Silicon Valley and Toronto, is designed to teach you everything you need to know to ace the coding interview. With over 900,000+ engineers in their online community, you’ll be in good company as you learn the strategies and exercises to land offers from all sorts of companies. And the best part? The instructors aren’t marketers or salespeople – they’re senior engineers and programmers who know the ins and outs of these interviews, both as an interviewee and an interviewer.
Throughout the course, you’ll learn the technical aspects of programming, including Big O Notation, data structures, algorithmic paradigms, and specific algorithms. Instead of memorizing common questions, you’ll be taught a framework for answering ANY interview question, allowing you to feel confident during your programming interview. And as an added bonus, you’ll gain access to a private online community with thousands of developers who can offer support and advice as you progress through the course. So what are you waiting for? Sign up today and take the first step towards your dream job at a major tech company!
Skills you’ll learn in this course:
- Master Big O Notation
- Understand and implement various Data Structures
- Apply diverse Algorithmic Paradigms
- Utilize specific Algorithms
- Develop problem-solving frameworks
- Increase confidence in programming interviews
- Enhance technical communication skills
- Gain access to a supportive online developer community
Data Structures and Algorithms Bootcamp
Platform:
Udemy
Rating:
4.5 out of 5
Are you looking to ace that interview at a top Silicon Valley tech company? Look no further! This course will get you up to speed on the essential computer science concepts required for interviews at companies like Google, Apple, Facebook, Amazon, and Spotify. Some of the topics covered include arrays, linked lists, Big O notation, stacks & queues, hash tables, binary trees, binary heaps, dynamic programming & memoization, bubble sort, merge sort, quick sort, graphs, breadth-first search, depth-first search, and more.
The course offers over 115 HD videos, practice questions, personal walkthroughs of commonly asked interview questions, interviewee notes from companies like Spotify, Facebook, and Amazon, a section on “The Classics” of interview questions, and tips on soft skills. Save yourself time and immerse yourself in this easy-to-digest course filled with the best examples, simplest explanations, and best visualizations. With no formal computer science background required, this course has gotten rave reviews from past students, many of whom have gone on to land their dream jobs at big tech companies. Sign up and start your journey today!
Skills you’ll learn in this course:
- Understanding fundamental computer science concepts
- Mastering data structures (Arrays, Linked Lists, Hash Tables, Binary Trees, Binary Heaps)
- Grasping Big O notation and algorithm complexity
- Implementing classic sorting algorithms (Bubble Sort, Merge Sort, Quick Sort)
- Working with Graphs and search algorithms (Breadth First Search, Depth First Search)
- Gaining familiarity with Dynamic Programming and Memoization techniques
- Answering technical interview questions effectively
- Developing strong soft skills in interviews
In conclusion, investing in algorithm-focused online courses can be one of the smartest decisions for both present and future career prospects. Not only do these courses equip you with a solid foundation in problem-solving and analytical skills, but they also make you stand out in a competitive tech job market. Plus, with the global shift towards remote education, it’s now easier than ever to access a vast array of algorithm courses from renowned universities and top-tier educational platforms right at your fingertips.
So, delve deep into the world of algorithms and enhance your skills in an ever-evolving and opportunity-rich landscape. Embrace the abundance of resources and flexible learning experiences that online courses have to offer. Ultimately, your initiative to master the art of algorithms will not only empower you as an individual but also contribute to the larger tech community’s growth, innovation, and progress.