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Lynda | Applied Machine Learning Foundations [FCO] GloDLS

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Name:Lynda | Applied Machine Learning Foundations [FCO] GloDLS
Description:


Author: Derek Jedamski
Language: English
Released: 5/10/2019
Torrent Contains: 43 Files, 8 Folders
Course Source: https://www.lynda.com/Python-tutorials/Applied-Machine-Learning-Foundations/751335-2.html

Description

Anyone who can write basic Python is capable of fitting a simple machine learning model on a clean dataset. The competitive edge comes in the ability to customize and optimize those models for specific problems. The workflow used to build effective machine learning models and the methods used to optimize those models are typically not algorithm or problem specific. In this course, the first installment in the two-part Applied Machine Learning series, instructor Derek Jedamski digs into the foundations of machine learning, from exploratory data analysis to evaluating a model to ensure it generalizes to unseen examples. Instead of zeroing in on any specific machine learning algorithm, Derek focuses on giving you the tools to efficiently solve nearly any kind of machine learning problem.

Topics include:

• What is machine learning (ML)?
• ML vs. deep learning vs. AI
• Handling common challenges in ML
• Plotting continuous features
• Continuous and categorical data cleaning
• Measuring success
• Overfitting and underfitting
• Tuning hyperparameters
• Evaluating a model.



YouTube Video:
Category:Tutorials
Language:English  English
Total Size:380.95 MB
Info Hash:FA6FA3238E15B9281AC82C9A493DB3A9A43FAFFE
Added By:SaM Super Administrator
Date Added:2019-05-13 16:00:32
Torrent Status:Torrent Verified


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