Deep Learning with PyTorch Live Course - Tensors, Gradient Descent & Linear Regression (Part 1 of 6)
This is a beginner-friendly coding-first online course on PyTorch - one of the most widely used and fastest growing frameworks for machine learning. This video covers the basic concepts in PyTorch viz. tensors & gradients, and walks through the process of implementing linear regression and gradient descent - the foundational algorithms in machine learning.
Resources:
🔗 PyTorch Basics: https://jovian.ml/aakashns/01-pytorch-basics
🔗 Linear Regression: https://jovian.ml/aakashns/02-linear-regression
🔗 Machine Learning Intro: https://jovian.ml/aakashns/machine-learning-intro
🔗 Discussion forum: https://jovian.ml/forum/t/lecture-1-pytorch-basics-linear-regression/1541
🔗 Programming Assignment: https://jovian.ml/forum/t/assignment-1-all-about-torch-tensor/1559
Topics covered:
⌨️ Introduction to Machine Learning & Deep Learning
⌨️ PyTorch Basics: Tensors, Gradients & Autograd
⌨️ Linear Regression and gradient descent from scratch using Tensor operations
⌨️ Linear Regression using PyTorch built-ins (nn.Linear, nn.functional etc.)
🎥 Watch the entire series here: https://www.youtube.com/watch?v=vo_fUOk-IKk&list=PLWKjhJtqVAbm3T2Eq1_KgloC7ogdXxdRa
This course is taught by Aakash N S, Founder & CEO of Jovian.ml - a platform for sharing, showcasing and collaborating on data science projects online.
🔗 YouTube: https://youtube.com/jovianml
🔗 Twitter: https://twitter.com/jovianml
🔗 LinkedIn: https://linkedin.com/company/jovianml
--
Learn to code for free and get a developer job: https://www.freecodecamp.org
Read hundreds of articles on programming: https://freecodecamp.org/news
Видео Deep Learning with PyTorch Live Course - Tensors, Gradient Descent & Linear Regression (Part 1 of 6) канала freeCodeCamp.org
Resources:
🔗 PyTorch Basics: https://jovian.ml/aakashns/01-pytorch-basics
🔗 Linear Regression: https://jovian.ml/aakashns/02-linear-regression
🔗 Machine Learning Intro: https://jovian.ml/aakashns/machine-learning-intro
🔗 Discussion forum: https://jovian.ml/forum/t/lecture-1-pytorch-basics-linear-regression/1541
🔗 Programming Assignment: https://jovian.ml/forum/t/assignment-1-all-about-torch-tensor/1559
Topics covered:
⌨️ Introduction to Machine Learning & Deep Learning
⌨️ PyTorch Basics: Tensors, Gradients & Autograd
⌨️ Linear Regression and gradient descent from scratch using Tensor operations
⌨️ Linear Regression using PyTorch built-ins (nn.Linear, nn.functional etc.)
🎥 Watch the entire series here: https://www.youtube.com/watch?v=vo_fUOk-IKk&list=PLWKjhJtqVAbm3T2Eq1_KgloC7ogdXxdRa
This course is taught by Aakash N S, Founder & CEO of Jovian.ml - a platform for sharing, showcasing and collaborating on data science projects online.
🔗 YouTube: https://youtube.com/jovianml
🔗 Twitter: https://twitter.com/jovianml
🔗 LinkedIn: https://linkedin.com/company/jovianml
--
Learn to code for free and get a developer job: https://www.freecodecamp.org
Read hundreds of articles on programming: https://freecodecamp.org/news
Видео Deep Learning with PyTorch Live Course - Tensors, Gradient Descent & Linear Regression (Part 1 of 6) канала freeCodeCamp.org
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
Deep Learning with PyTorch Live Course - Image Classification with CNNs (Part 4 of 6)Statistics 101: Linear Regression, The Very Basics 📈Flutter EngageDecision Tree Algorithm | Decision Tree in Python | Machine Learning Algorithms | EdurekaJavaScript Game Development Course for BeginnersHow to Learn to Code - Best Resources, How to Choose a Project, and more!PyTorch Tutorial 02 - Tensor BasicsMIT 6.S191 (2020): Introduction to Deep LearningComplete Dynamic Programming Practice - Noob to Expert | Topic Stream 1Data Analytics for Beginners | Data Analytics Training | Data Analytics Course | IntellipaatDeep Learning with PyTorch Live Course - Working with Images & Logistic Regression (Part 2 of 6)Greedy Algorithms Tutorial – Solve Coding ChallengesHow I learned to code (as a software engineer) using project-based learning.Deep Reinforcement Learning in Python Tutorial - A Course on How to Implement Deep Learning PapersPython Algorithms for InterviewsGit & GitHub Crash Course For BeginnersDeep Learning with PyTorch Live Course - GANs for Image Generation (Part 6 of 6)Project Euler Challenges 13-17 - Coding Challenges with FlorinStanford CS230: Deep Learning | Autumn 2018 | Lecture 3 - Full-Cycle Deep Learning Projects