Resource of free step by step video how to guides to get you started with machine learning.
Friday, May 3, 2024
Introduction To Machine Learning | 3+ Hours of free lessons from a Pro Developer
Our journey into the world of Machine Learning has just begun with our newest coding course led by the exceptional Felipe Pezántes, whose previous hit course 'Python for Production' set the standard. This course will cover how Artificial Intelligence works and how to train one. We'll start with theory on how the field has evolved through the years and how the sub-fields are being developed, explored, and applied in our modern life. Regardless of any industry, AI and machine learning is one of the main components of most modern industries so we'll explore basic algorithms and check out how to develop using these modern technologies. We're happy to release the entire week1 from this 10 weeks course. Course Page: https://www.rebelway.net/introduction-to-machine-learning Find Your Course: https://bit.ly/39IBlJX Here is a detailed weekly breakdown: 00:00 introduction 02:12 main concepts intro 11:02 AI Fields and architectures 19:31 software and tools 32:33 hardware 37:48 Jupyer Notebook 51:14 APIs 01:00:43 Data files and formats 01:07:40 Calculus Derivative 01:37:43 Calculus_Integrals 02:00:24 Calculus The Chain Rule 02:14:14 Linear Algebra 02:31:17 Python Operations 02:55:17 data and memory 03:07:03 Bitwise operators
Subscribe to:
Post Comments (Atom)
-
JavaやC++で作成された具体的なルールに従って動く従来のプログラムと違い、機械学習はデータからルール自体を推測するシステムです。機械学習は具体的にどのようなコードで構成されているでしょうか? 機械学習ゼロからヒーローへの第一部ではそのような疑問に応えるため、ガイドのチャー...
-
Using GPUs in TensorFlow, TensorBoard in notebooks, finding new datasets, & more! (#AskTensorFlow) [Collection] In a special live ep...
-
#minecraft #neuralnetwork #backpropagation I built an analog neural network in vanilla Minecraft without any mods or command blocks. The n...
-
STUMPY is a robust and scalable Python library for computing a matrix profile, which can create valuable insights about our time series. STU...
-
Using More Data - Deep Learning with Neural Networks and TensorFlow part 8 [Collection] Welcome to part eight of the Deep Learning with ...
-
Linear Algebra Tutorial on the Determinant of a Matrix 🤖Welcome to our Linear Algebra for AI tutorial! This tutorial is designed for both...
-
❤️ Check out Fully Connected by Weights & Biases: https://wandb.me/papers 📝 The paper "Alias-Free GAN" is available here: h...
-
Why are humans so good at video games? Maybe it's because a lot of games are designed with humans in mind. What happens if we change t...
-
Visual scenes are often comprised of sets of independent objects. Yet, current vision models make no assumptions about the nature of the p...
-
#ai #attention #transformer #deeplearning Transformers are famous for two things: Their superior performance and their insane requirements...
No comments:
Post a Comment