Data Structures & Algorithms
Prepare for technical job-interviews
Prepare for technical job-interviews and dive deep into the fundamental building blocks of computer science.
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💡 What you will learn
✅ Understand the core essence and practical applications of algorithms
✅ Grasp the nuances of time and space complexity for efficient coding
✅ Dive deep into foundational data structures like arrays, linked lists, and stacks
✅ Master tree structures, from binary to AVL to Red-Black trees
✅ Unravel the intricacies of graphs and their terminologies
✅ Compare and apply searching algorithms, including linear and binary searches
✅ Implement recursive techniques to tackle complex problems
✅ Familiarize yourself with a variety of sorting algorithms, from selection to merge sort
✅ Explore the power of hashtables and effective hash function usage
✅ Get a competitive edge with a special focus on tech interview preparations
Equip yourself with the essential skills needed to tackle real-world problems and technical interviews. Dive in and amplify your knowledge! 🚀
Course Curriculum
- Intro (0:36)
- What is an algorithm (0:39)
- Time Complexity and Big O (4:33)
- Your reward awaits
- Big O linear and constant (3:00)
- Cubic time (1:26)
- Big O terms (0:19)
- Logarithmic time (1:47)
- Recap time complexity (1:56)
- Space complexity (3:12)
- Space Optimization (1:29)
- Data Structures (1:17)
- Arrays (8:13)
- Linked Lists (3:41)
- Linked List Operations (3:54)
- Stack (3:54)
- Queues (1:58)
- Trees (5:12)
- Binary Trees (3:12)
- Height Balanced Trees (1:20)
- Height Balanced Trees Fix (1:18)
- AVL Trees (1:05)
- Red-Black Trees (0:34)
- Min Heap (1:15)
- Max Heap (0:24)
- N-Ary Trees (0:50)
- Tries (2:53)
- Graphs (5:51)
- Graphs Time Complexity (1:09)
- Graph Terminology (1:32)
- Searching Algorithms - Linear Search vs Binary Search (4:40)
- Binary Search (2:16)
- Recursion (2:00)
- Sorting a collection (1:18)
- Selection Sort (1:58)
- Insertion Sort (3:01)
- Quick Sort (4:35)
- Quick Sort efficency (2:27)
- Merge Sort Explained (4:03)
- Merge Sort efficency (3:08)
- Hashtables (5:14)
- Hash functions (1:54)
- Hashtable conclusion (1:58)
- Outro (1:32)
- Bonus - Tech Interview Prep (7:31)
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👨🎓 Who is this for?
✅ Beginners diving into algorithms and data structures
✅ Developers aiming to enhance their coding efficiency
✅ Job Seekers preparing for technical interviews
✅ Students in computer science seeking hands-on learning
✅ Transitioning Professionals stepping into tech roles
✅ Tech Enthusiasts curious about software's inner workings
Ready to elevate your skills? Dive in now! 🚀
30-day money-back guarantee
Your satisfaction is our top priority. Enroll today and if you feel the course isn't right for you within the first 30 days, we'll give you a full refund. No questions asked. Lean back and enjoy!
Prerequisites
This course is made for beginners and developers who want to learn another programming language. Therefore you don't need any prior knowledge to start this course.
Jannick C. Leismann
Microsoft-certified developer here to navigate you through data structures and algorithms, gearing you up for technical job interviews.
Ready to begin? Great! Let's get started.
With this course, algorithms became a clear path instead of a maze. The instructor's approach streamlined my prep for tech interviews. Essential for anyone in tech!
Master the Code: Unveil the Power of Algorithms & Data Structures!
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