Published 11/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 45 lectures (3h 22m) | Size: 1.07 GB
Build a solid foundation in Machine Learning: Linear Regression, Logistic Regression and K-Means Clustering in Python

Released 11/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Beginner | Genre: eLearning | Language: English + srt | Duration: 1h 33m | Size: 270 MB
Every year, it seems, there is a new hot trend in data science. One of the hottest predictive analytics algorithms this year is gradient-boosted trees. One cannot hope to understand why it is popular and successful if one doesn't understand the basics of decision trees. Specific tree algorithms have risen and fallen in popularity, but the core concepts have been fundamental to the discipline for at least 30 years. In this course, instructor Keith McCormick demonstrates and discusses a half-dozen popular decision tree algorithms. Keith shows how to access them using other open-source options from within the KNIME platform. He explains them and reverse engineers them to create a solid foundation on which to build more advanced data science skills.

Released 30/08/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English + vtt | Duration: 1h 16m | Size: 152.4MB
Incorporating machine learning into data pipelines increases the ability of businesses to extract insights from their data

Released 09/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Beginner | Genre: eLearning | Language: English + srt | Duration: 21m | Size: 312 MB
Check out the Top 10 Skills series, where career experts and LinkedIn Learning instructors walk you through the most important skills for data science professionals today. In this short beginner-friendly course, find out what you need to know to succeed in the rapidly growing field of machine learning, gathering insights along the way from data expert Ben Sullins to build out your toolbox and boost your career.

Linkedin Learning
Duration: 4h 36m | Video: 1280x720 30fps | Audio: AAC, 48 kHz, 2ch | Size: 1.21 GB
Genre: eLearning | Language: English
Code-along sessions move you through the development of classification and regression methods

Released 30/08/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English + vtt | Duration: 2h 31m | Size: 250.7 MB
This course introduces the Google Cloud big data and machine learning products and services that support the data-to-AI lifecycle.

Nabeel Azzez - Daily Content Machine
English | Tutorial | Size: 9.40 GB

Linkedin Learning - Top 10 Skills for Machine Learning Professionals-XQZT
English | Tutorial | Size: 310.53 MB

Linkedin Learning - Azure Machine Learning Development Part 1-XQZT
English | Tutorial | Size: 198.24 MB

Last updated 8/2019
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 58.93 GB | Duration: 110h 6m