- Видео 492
- Просмотров 521 259
AKAdemy
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Добавлен 15 фев 2008
This channel focused on providing educational content in various fields, with a primary emphasis on Computer Science and related topics. The channel's purpose is to offer informative and engaging lectures in areas such as Computer Science, Artificial Intelligence, Natural Language Processing, Programming, and a range of other subjects outside the realm of computer science.
Key features are:
1. Educational Content
2. Diverse Topics
3. Expertise:
4. Clarity and Accessibility
5. Engagement
6. Quality Production
7. Consistency
8. Adaptability
Overall, this channel serves as a valuable resource for individuals seeking to expand their knowledge and skills. It's a platform that fosters learning and intellectual growth.
Key features are:
1. Educational Content
2. Diverse Topics
3. Expertise:
4. Clarity and Accessibility
5. Engagement
6. Quality Production
7. Consistency
8. Adaptability
Overall, this channel serves as a valuable resource for individuals seeking to expand their knowledge and skills. It's a platform that fosters learning and intellectual growth.
Adjacency List
Welcome to our latest video about graphs! In this tutorial, we explain how to turn edge information into an adjacency list, a key step for solving many graph problems quickly and efficiently.
We show you a simple algorithm to create an adjacency list with a time complexity of O(N), where N is the number of edges in the input. After that, we solve an easy problem to check if there’s a path between two nodes in a graph.
This video is perfect for beginners who want to build a strong understanding of graph basics. Watch now to make solving graph problems easier and faster!
Don’t forget to like, share, and subscribe for more helpful videos on algorithms and data structures!
#efficiency
#recursive...
We show you a simple algorithm to create an adjacency list with a time complexity of O(N), where N is the number of edges in the input. After that, we solve an easy problem to check if there’s a path between two nodes in a graph.
This video is perfect for beginners who want to build a strong understanding of graph basics. Watch now to make solving graph problems easier and faster!
Don’t forget to like, share, and subscribe for more helpful videos on algorithms and data structures!
#efficiency
#recursive...
Просмотров: 168
Видео
Master Deep Learning with PyTorch | Dr.Zubair Nawaz's Lec 2- Part-4 Model Configuration and Training
Просмотров 852 месяца назад
Welcome to Lecture 2, Part 4 of *Master Deep Learning with PyTorch* by Dr. Zubair Nawaz! 🚀 In this session, we explore the essentials of Model Configuration and Training in PyTorch. Learn how to set up your deep learning models for success and effectively train them to achieve high performance. This lecture is packed with practical demonstrations and insights to help you master the end-to-end w...
"Master Deep Learning with PyTorch | Dr. Zubair Nawaz's Lecture 2- Part-3 Optimizers and Loss"
Просмотров 312 месяца назад
Welcome to Lecture 2, Part 3 of Master Deep Learning with PyTorch by Dr. Zubair Nawaz! 🚀 In this video, we focus on two critical components of deep learning: Optimizers and Loss Functions. These elements are essential for training neural networks effectively and achieving accurate predictions. You’ll learn how they work together to update model parameters and minimize errors during training. 🔑 ...
"Master Deep Learning with PyTorch | Dr. Zubair Nawaz's Lecture 2- Part-2 Dynamic Computation Graph"
Просмотров 442 месяца назад
Welcome to Lecture 2, Part 2 of *Master Deep Learning with PyTorch* by Dr. Zubair Nawaz! 🚀 In this video, we explore one of PyTorch's most powerful features: Dynamic Computation Graphs . Unlike traditional static graphs, PyTorch’s dynamic computation graph enables flexibility and efficiency in building and training neural networks, making it ideal for modern deep learning tasks. 🔑 What you’ll l...
"Master Deep Learning with PyTorch | Dr. Zubair Nawaz's Lecture 2 - Part-1 Autograd"
Просмотров 542 месяца назад
Welcome to Lecture 2, Part 1 of Master Deep Learning with PyTorch by Dr. Zubair Nawaz! 🚀 In this session, we take a deep dive into Autograd, PyTorch's powerful automatic differentiation engine. This foundational topic is essential for understanding how PyTorch efficiently computes gradients, which are the backbone of training deep learning models. 🔑 What you’ll learn in this video: The concept ...
"Master Deep Learning with PyTorch | Dr. Zubair Nawaz's Lecture 1 - Foundations Unlocked!"
Просмотров 1812 месяца назад
Welcome to the first lecture of *Master Deep Learning with PyTorch* by Dr. Zubair Nawaz! In this foundational session, you'll dive into the core principles of deep learning and gain a practical introduction to PyTorch, one of the most powerful frameworks for AI and machine learning development. What you’ll learn in this video: - Basics of deep learning and its real-world applications - An overv...
70 - Connect Four Solution
Просмотров 1006 месяцев назад
Join us for this important lecture where we will present the solution to the Connect Four game. This is a significant session because I've broken down the solution into smaller functions, making it easier to understand. You will learn how to approach problem-solving using function decomposition. In this lecture, we'll ensure that you can complete the game and even share it with others. While no...
69 - Connect Four Check Valid Input
Просмотров 466 месяцев назад
Join us in this important lecture, where we are in process of creating the exciting game Connect Four. To complete this game, we are going to implement the function check valid input. We have a hackerrank task to practice and verify your code.. If you successfully complete these functions in hackerrank, you can plug them into your game to complete the game. Remember to subscribe to our channel ...
68 - Connect Four Challenge II
Просмотров 336 месяцев назад
Join us in this important lecture, where we will create the exciting game Connect Four. To complete this game, we are going to implement check functions through hackerrank tasks. If you successfully complete these functions in hackerrank, you can plug them into your game to complete the game. Remember to subscribe to our channel for more videos. #programming #basics #python #beginners #simple #...
67 - Connect Four Challenge I
Просмотров 236 месяцев назад
Join us in this important lecture, where we will create the exciting game Connect Four. To complete this game, we are going to implement check functions through hackerrank tasks. If you successfully complete these functions in hackerrank, you can plug them into your game to complete the game. Remember to subscribe to our channel for more videos. #programming #basics #python #beginners #simple #...
Merge K Sorted Lists
Просмотров 1416 месяцев назад
Welcome to our latest video on leetcode problem "Merge K Sorted Lists" (leetcode.com/problems/merge-k-sorted-lists). The problem is in hard category; therefore, if you attempt this problem, you will attain a lot of confidence, as well as your rank will improve significantly. In this problem, the input has zero or many linked lists in ascending order. The output is one single sorted list having ...
66 - File Handling 3
Просмотров 696 месяцев назад
Welcome to the latest RUclips lecture in our programming series! This is third lecture in the topic of file handling. In previous two lectures, I have introduced basic file handling, discussed reading and writing in files. In this lecture, we will learn about all possible modes the file. We will learn the concept of file pointer and seek operation. Lastly, we will discuss coding examples with f...
65 - File Handling 2
Просмотров 796 месяцев назад
Welcome to the latest RUclips lecture in our programming series! This is second lecture in the topic of file handling. In previous lecture, I have introduced basic file handling and discuss reading from file. In this lecture, we will learn writing in the file. We will learn difference and use of write vs append mode. We will discuss the important concept of delimiter with examples. While writin...
64 File Handling 1
Просмотров 1116 месяцев назад
Welcome to the latest RUclips lecture in our programming series! This lecture is very important, as I will be discussing permanent storage. We'll talk about what permanent storage is and why it's used in programming. We'll cover the benefits of permanent storage, the concepts of absolute and relative paths, how to open files, and how to read data from files. Finally, I'll provide several exampl...
63 - Connect Four II
Просмотров 396 месяцев назад
Join us in this second lecture to develop the exciting game Connect Four. We will discuss the game's details and functionality. In this lecture, I will revise quickly and mainly discuss the win functions. As you know, there are four possibilities; therefore, we will have four win functions: 1. For Column 2. For Row 3. For Major Diagonal 4. For Minor Diagonal Remember to subscribe to our channel...
Generating Binary Tree from Traversals
Просмотров 538 месяцев назад
Generating Binary Tree from Traversals