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Video TrainingLinkedIn - Machine Learning and AI Foundations Causal Inference and Modeling



LinkedIn - Machine Learning and AI Foundations Causal Inference and Modeling
LinkedIn Learning
Duration: 2h 51m | Video: 1280x720 30fps | Audio: AAC, 48 kHz, 2ch | Size: 481 MB
Genre: eLearning | Language: English
This course with instructor Keith McCormick provides an introduction to some advanced techniques in causal inference and causal modeling. It builds upon a foundation in Keith's course, Machine Learning and AI Foundations: Prediction, Causality, and Statistical Inference. Keith focuses the course on three major topics: The power of experiments (and the reality that they aren't always available as an option); the Bayesian statistic philosophy and approach and when it's a good choice; and an introduction to causal modeling with techniques like structural equation modeling and Bayesian networks. Join Keith in this course to learn about these advanced techniques and what makes them both powerful and interesting.



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Video TrainingHands On Data Science & Machine Learning with Python 3



Hands On Data Science & Machine Learning with Python 3
Published 07/2022
Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 48.0 KHz
Language: English | Size: 3.62 GB | Duration: 50 lectures • 8h 39m
The BEST Hands-On Data Science & Machine Learning Course with Python 3 for Beginners from Scratch. Ascend your Career !



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Video TrainingOracle Machine Learning with Oracle Cloud An Introduction



Oracle Machine Learning with Oracle Cloud An Introduction
Published 07/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 32 lectures (3h 53m) | Size: 2.14 GB



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Video TrainingSupervised Machine Learning In Python Regression Analysis



Supervised Machine Learning In Python  Regression Analysis
Published 7/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 214.60 MB | Duration: 0h 58m
Learn to Implement Regression Models in Scikit-learn ( sklearn ) : A Python Artificial Intelligence Library



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Video TrainingProbability Statistics - The Foundations of Machine Learning [Updated June 2022]



Probability  Statistics - The Foundations of Machine Learning [Updated June 2022]
.MP4, AVC, 1920x1080, 30 fps | English, AAC, 2 Ch | 6h 35m | 7.9 GB
Instructor: Dr. Mohammad Nauman
The objective of this course is to give you a solid foundation needed to excel in all areas of computer science—specifically data science and machine learning. The issue is that most of the probability and statistics courses are too theory-oriented.
They get tangled in the math without discussing the importance of applications. Applications are always given secondary importance.



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Video TrainingMachine Design Theories Of Failure And Design For Fatigue



Machine Design  Theories Of Failure And Design For Fatigue

Last updated 11/2020
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 768.60 MB | Duration: 2h 50m



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Video TrainingMachine Learning In Gis And Remote Sensing 5 Courses In 1



Machine Learning In Gis And Remote Sensing 5 Courses In 1
Last updated 11/2021
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 6.05 GB | Duration: 8h 13m



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Video TrainingLinkedin - Machine Learning and AI Foundations Decision Trees with KNIME



Linkedin - Machine Learning and AI Foundations Decision Trees with KNIME
Released 06/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 1h 59m | Size: 311 MB
Many data science specialists are looking to pivot toward focusing on machine learning. In this course, Keith McCormick covers the essentials of machine learning pertaining to predictive analytics and working with decision trees. Explore several popular tree algorithms and learn how to use reverse engineering to identify specific variables. Demonstrations of using the KNIME modeler are included so you can understand how decision trees work. This course is designed to give you a solid foundation on which to build more advanced data science skills.



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Video TrainingPrerequisites to Machine Learning A Beginners Guide



Prerequisites to Machine Learning A Beginners Guide
Published 06/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 15 lectures (2h) | Size: 483.6 MB
Learn all the prerequisites to get into learning the concepts of machine learning



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Video TrainingSupervised Machine Learning in Python Classification Models



Supervised Machine Learning in Python Classification Models
Published 06/2022
Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 363 MB | Duration: 25 lectures • 1h 20m



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