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

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