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TORRENT DETAILS

Supervised Learning Essential Training

TORRENT SUMMARY

	Status:	All the torrents in this section have been verified by our verification system
Category:	Other
Infohash	2fcf15d537dfc06b2db9f321bb0fda7624e3cf79
Size:	268.3 MB in 95 files
Release Date(s):	Torrent Release: 24-01-2021 by user
Swarm:	0 Seeds & 0 Peers
Vote:	No votes yet.

DESCRIPTION

Description

Kick-start your journey into big data analytics with this introductory course about .NET for Apache Spark. Instructor Brigit Murtaugh explains how .NET for Apache Spark will empower you to participate in the world of big data within the .NET ecosystem. She shows you how to create a simple .NET for Apache Spark word count application and run it on your local machine, then shows you how to write a batch processing app. Next, she steps you through a structured streaming app that processes words live as you type them into a terminal. Brigit covers how to leverage ML.NET in combination with .NET for Apache Spark to perform sentiment analysis on a set of online reviews. She teaches you how to deploy your .NET for Apache Spark app to Azure Databricks. Then she concludes by demonstrating how to deploy the .NET for Apache Spark app to Azure HDInsight.

This course was created by Microsoft.NET. We are pleased to host this training in our library.

Released 1/20/2021

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FILE LIST

Filename		Size
	.pad/0	66.3 KB
	.pad/1	43.5 KB
	.pad/10	92.8 KB
	.pad/11	57 KB
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	.pad/9	241.8 KB
	TutsNode.com.txt	63 B
	[TutsNode.com] - Supervised Learning Essential Training/01 Supervised machine learning and the technology boom.en.srt	2.1 KB
	[TutsNode.com] - Supervised Learning Essential Training/01 Supervised machine learning and the technology boom.mp4	22.8 MB
	[TutsNode.com] - Supervised Learning Essential Training/02 Using the exercise files.en.srt	1.9 KB
	[TutsNode.com] - Supervised Learning Essential Training/02 Using the exercise files.mp4	1.9 MB
	[TutsNode.com] - Supervised Learning Essential Training/03 What you should know.en.srt	1.2 KB
	[TutsNode.com] - Supervised Learning Essential Training/03 What you should know.mp4	1.1 MB
	[TutsNode.com] - Supervised Learning Essential Training/04 What is supervised learning.en.srt	6.1 KB
	[TutsNode.com] - Supervised Learning Essential Training/04 What is supervised learning.mp4	7.9 MB
	[TutsNode.com] - Supervised Learning Essential Training/05 Python supervised learning packages.en.srt	1.8 KB
	[TutsNode.com] - Supervised Learning Essential Training/05 Python supervised learning packages.mp4	2.2 MB
	[TutsNode.com] - Supervised Learning Essential Training/06 Predicting with supervised learning.en.srt	3.8 KB
	[TutsNode.com] - Supervised Learning Essential Training/06 Predicting with supervised learning.mp4	5.5 MB
	[TutsNode.com] - Supervised Learning Essential Training/07 Defining logistic and linear regression.en.srt	5.5 KB
	[TutsNode.com] - Supervised Learning Essential Training/07 Defining logistic and linear regression.mp4	7.4 MB
	[TutsNode.com] - Supervised Learning Essential Training/08 Steps to prepare data for modeling.en.srt	9.6 KB
	[TutsNode.com] - Supervised Learning Essential Training/08 Steps to prepare data for modeling.mp4	12.2 MB
	[TutsNode.com] - Supervised Learning Essential Training/09 Checking your dataset for assumptions.en.srt	12.8 KB
	[TutsNode.com] - Supervised Learning Essential Training/09 Checking your dataset for assumptions.mp4	18 MB
	[TutsNode.com] - Supervised Learning Essential Training/10 Creating a linear regression model.en.srt	5.4 KB
	[TutsNode.com] - Supervised Learning Essential Training/10 Creating a linear regression model.mp4	7 MB
	[TutsNode.com] - Supervised Learning Essential Training/11 Creating a logistic regression model.en.srt	8 KB
	[TutsNode.com] - Supervised Learning Essential Training/11 Creating a logistic regression model.mp4	10.4 MB
	[TutsNode.com] - Supervised Learning Essential Training/12 Evaluating regression model predictions.en.srt	4.5 KB
	[TutsNode.com] - Supervised Learning Essential Training/12 Evaluating regression model predictions.mp4	6.3 MB
	[TutsNode.com] - Supervised Learning Essential Training/13 Identify common decision trees.en.srt	3.7 KB
	[TutsNode.com] - Supervised Learning Essential Training/13 Identify common decision trees.mp4	4.8 MB
	[TutsNode.com] - Supervised Learning Essential Training/14 Splitting data and limiting decision tree depth.en.srt	6.8 KB
	[TutsNode.com] - Supervised Learning Essential Training/14 Splitting data and limiting decision tree depth.mp4	10.7 MB
	[TutsNode.com] - Supervised Learning Essential Training/15 How to build a decision tree.en.srt	3.9 KB
	[TutsNode.com] - Supervised Learning Essential Training/15 How to build a decision tree.mp4	5.6 MB
	[TutsNode.com] - Supervised Learning Essential Training/16 Creating your first decision trees.en.srt	4.8 KB
	[TutsNode.com] - Supervised Learning Essential Training/16 Creating your first decision trees.mp4	7.2 MB
	[TutsNode.com] - Supervised Learning Essential Training/17 Analyzing decision tree performance.en.srt	8.6 KB
	[TutsNode.com] - Supervised Learning Essential Training/17 Analyzing decision tree performance.mp4	16.5 MB
	[TutsNode.com] - Supervised Learning Essential Training/18 Exploring how ensemble methods create strong learners.en.srt	3.5 KB
	[TutsNode.com] - Supervised Learning Essential Training/18 Exploring how ensemble methods create strong learners.mp4	4.9 MB
	[TutsNode.com] - Supervised Learning Essential Training/19 Discovering your k-nearest neighbors.en.srt	6 KB
	[TutsNode.com] - Supervised Learning Essential Training/19 Discovering your k-nearest neighbors.mp4	7.2 MB
	[TutsNode.com] - Supervised Learning Essential Training/20 What's the big deal about k.en.srt	3.9 KB
	[TutsNode.com] - Supervised Learning Essential Training/20 What's the big deal about k.mp4	5.6 MB
	[TutsNode.com] - Supervised Learning Essential Training/21 How to assemble a KNN model.en.srt	3.6 KB
	[TutsNode.com] - Supervised Learning Essential Training/21 How to assemble a KNN model.mp4	4.9 MB
	[TutsNode.com] - Supervised Learning Essential Training/22 Building your own KNN.en.srt	11.3 KB
	[TutsNode.com] - Supervised Learning Essential Training/22 Building your own KNN.mp4	19.7 MB
	[TutsNode.com] - Supervised Learning Essential Training/23 Deciphering KNN model metrics.en.srt	5.3 KB
	[TutsNode.com] - Supervised Learning Essential Training/23 Deciphering KNN model metrics.mp4	11.2 MB
	[TutsNode.com] - Supervised Learning Essential Training/24 Searching for the best model.en.srt	5.2 KB
	[TutsNode.com] - Supervised Learning Essential Training/24 Searching for the best model.mp4	9.3 MB
	[TutsNode.com] - Supervised Learning Essential Training/25 Biological vs. artificial neural networks.en.srt	5.6 KB
	[TutsNode.com] - Supervised Learning Essential Training/25 Biological vs. artificial neural networks.mp4	8.4 MB
	[TutsNode.com] - Supervised Learning Essential Training/26 Preprocessing data for modeling.en.srt	5.3 KB
	[TutsNode.com] - Supervised Learning Essential Training/26 Preprocessing data for modeling.mp4	5.3 MB
	[TutsNode.com] - Supervised Learning Essential Training/27 How neural networks find patterns in data.en.srt	3.8 KB
	[TutsNode.com] - Supervised Learning Essential Training/27 How neural networks find patterns in data.mp4	5.2 MB
	[TutsNode.com] - Supervised Learning Essential Training/28 Assembling your neural networks.en.srt	4.7 KB
	[TutsNode.com] - Supervised Learning Essential Training/28 Assembling your neural networks.mp4	8.9 MB
	[TutsNode.com] - Supervised Learning Essential Training/29 Comparing networks and selecting final models.en.srt	3.4 KB
	[TutsNode.com] - Supervised Learning Essential Training/29 Comparing networks and selecting final models.mp4	4 MB
	[TutsNode.com] - Supervised Learning Essential Training/30 Ethical overview.en.srt	5.3 KB
	[TutsNode.com] - Supervised Learning Essential Training/30 Ethical overview.mp4	7.5 MB
	[TutsNode.com] - Supervised Learning Essential Training/31 How can I keep developing my skills in supervised learning.en.srt	1 KB
	[TutsNode.com] - Supervised Learning Essential Training/31 How can I keep developing my skills in supervised learning.mp4	11.7 MB
	[TutsNode.com] - Supervised Learning Essential Training/Ex_Files_Supervised_Learning.zip	3.4 MB

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