Free Course Download100% Free Direct MP4 LinksPluralsightAI, Machine Learning & Data Science2024-9 Edition

Download Machine Learning in the Enterprise Course for Free

Download the complete Machine Learning in the Enterprise video course for free with high-definition MP4 video lectures, project exercise archives, and step-by-step masterclasses. Learn offline at your own pace with zero paywalls or recurring subscriptions.

29Lectures

1.6Total Hours

201.7MB Total Size

MP4 / 1080p HD

Instructor: Google Cloud

English

beginner

Tags:#Course Machine Learning in the Enterprise#Download course Machine Learning in the Enterprise#Download Machine Learning in the Enterprise#Free download Machine Learning in the Enterprise#Free Machine Learning in the Enterprise#Google Cloud#free-download#video-course

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Pluralsight – Machine Learning in the Enterprise 2024-9_Materials.zip

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All Video Lectures Available to Download29 Videos

Direct high-speed MP4 downloads for every chapter.

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Introduction

MP4 HD1m•0.87 MB

Stream

Overview of an ML enterprise workflow

MP4 HD4m•8.23 MB

Stream

Introduction

MP4 HD1m•0.88 MB

Stream

Data Catalog

MP4 HD2m•4.79 MB

Stream

Feature Store

MP4 HD5m•11.27 MB

Stream

Analytics Hub

MP4 HD3m•6.93 MB

Stream

Data preprocessing options

MP4 HD3m•5.63 MB

Stream

Lab intro - Exploring and Creating an Ecommerce Analytics Pipeline with Dataprep

MP4 HD1m•0.28 MB

Stream

Dataprep

MP4 HD5m•11.47 MB

Stream

Dataplex

MP4 HD3m•7.34 MB

Stream

Course introduction

MP4 HD1m•3.05 MB

Stream

Make training faster

MP4 HD5m•10.12 MB

Stream

The art and science of machine learning

MP4 HD6m•12.42 MB

Stream

When to use custom training

MP4 HD4m•9.29 MB

Stream

Training requirements and dependencies (part 2)

MP4 HD2m•5.31 MB

Stream

Training requirements and dependencies (part 1)

MP4 HD6m•13.98 MB

Stream

Training custom ML models using Vertex AI

MP4 HD2m•4.69 MB

Stream

Lab intro - Vertex AI - Hyperparameter Tuning

MP4 HD1m•0.48 MB

Stream

Vertex AI Vizier hyperparameter tuning

MP4 HD13m•29.14 MB

Stream

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What You'll Master in this Free Download Course

Deep understanding of the machine learning process in real-world environments: You will learn about the practical challenges a machine learning team faces.

Data Governance and Management: You will understand the importance of data governance and management tools for successful machine learning projects.

Data preprocessing: You will learn about different data preprocessing methods and its importance in improving the performance of models.

Choosing the best tool for model building: Learn about three different options for building machine learning models (AutoML, BigQuery ML, and custom training) and learn how to choose the best option for each application.

About this Free Download Course

Machine Learning in the Enterprise course. This course provides a practical approach to the machine learning process in organizational environments. In this course, using a real example, you will learn about the challenges of a machine learning team facing different business needs and applications. In this course, you will encounter a real scenario where a machine learning team needs to build machine learning models to solve multiple business problems. The team must make important decisions about the tools and methods they will use to build the model. In this course, you will learn how to prepare data, choose the best model for each problem, and train your models. Also, you will learn about common challenges you face in implementing machine learning models in real-world environments.

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Yes! If this course includes downloadable source code, exercise assets, or templates, they are available in the "Course Exercise Files & Project Archives" section as standard ZIP files for free download.

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