Machine Learning Deployment For Professionals

本课程旨在介绍机器学习模型中生产的不同方面。它涵盖了 ML 部署的先决条件、ML Pipelines、部署过程中涉及的挑战以及 ML 部署的不同方法。最后，该课程涵盖 ML 部署解决方案，例如 Web 服务、批量预测和嵌入式模型。该计划包括任何机器学习专业人员都应该学习的所有必要技能。

Genre: eLearning | MP4 | Video: h264, 1280×720 | Audio: AAC, 48.0 KHz
Language: English | Size: 5.95 GB | Duration: 46 lectures • 6h 32m

Learn to deploy and scale your machine learning solutions

What you’ll learn
Learn to deploy your machine learning solutions
Learn the process pipeline for machine learning systems
Deploy in popular cloud hosting solutions
Learn to deploy on Linux and Windows system

Requirements
Basic knowledge of machine learning implementation is required for this course
Description
Want To Master The Skills Behind The Machine Learning Deployment?

This program is designed for the ones who want to learn the art of machine learning model deployment. Through this program, you’ll learn the foundational theories and topics that help to construct machine learning pipelines and machine learning development and deployment lifecycles. Get in-depth knowledge on how to implement a machine learning project to load the data for the evaluation process after testing.

This program includes the must-learn machine learning model deployment patterns like the MlOPS foundation. Also, learn the challenges that you can face with model deployment and mitigation techniques to follow.

Major Concepts That You’ll Learn!

Introduction to machine learning in production

ML and Data lifecycle

ML Pipeline

Deploying ML solutions

This course aims to introduce different aspects of production in the Machine Learning models. It covers pre-requisites of ML deployment, ML Pipelines, challenges involved in the deployment process, and different methods of ML deployment. Finally, the course covers ML deployment solutions such as web service, batch prediction, and embedded models. This program includes all in-demand skills that any machine learning professional should learn.

Perks Of Availing This Program!

Get Well-Structured Content

Learn From Industry Experts

Learn Trending Machine Learning Tool & Technologies

So why are you waiting? Get yourself updated with the latest and in-demand machine learning skills.

Who this course is for
Anyone who wants to learn to deploy machine learning solutions will find this course very useful