PluralSight – Building Your First Machine Learning Solution

PluralSight – Building Your First Machine Learning Solution-REBAR
English | Size: 266.42 MB
Category: Tutorial


Machine learning is perceived as a difficult, challenging, and math-intensive topic. In this course, Building Your First Machine Learning solution, you will discover the magic of machine learning and understand the theory behind it. First, you will learn what machine learning is, its types, its applications, why it is getting traction, and what its phases are. Next, you will discover how vital the data is for machine learning solutions, how to source it, analyze it, and pre-process it for subsequent machine learning steps. Finally, you will explore how to train your machine learning algorithms and evaluate them. Moreover, you will develop knowledge around recent trends in machine learning, such as AI as a Service. When you are finished with this course, you will have a firm understanding of machine learning with the ability to build a basic regression machine learning solution. [Read more…]

PluralSight – Building End to end Machine Learning Workflows with Kubeflow

PluralSight – Building End to end Machine Learning Workflows with Kubeflow-BOOKWARE-KNiSO
English | Size: 402.11 MB
Category: Tutorial


Release Notes: Building production grade, scalable machine learning workflows is a complex and time-consuming task. In this course, Building End-to-end Machine Learning Workflows with Kubeflow, you will learn to use Kubeflow and discover how it can enable data scientists and machine learning engineers to build end-to-end machine learning workflows and perform rapid experimentation. First, you will delve into performing large scale distributed training. Next, you will explore hyperparameter tuning model versioning, serverless model serving, and canary rollouts. Finally, you will learn how to build reproducible pipelines using various Kubeflow components, such as notebook server, fairing, metadata, katib, and Kubeflow pipelines. When you are finished with the course, you will be able to build end-to-end workflows for your machine learning and deep learning projects [Read more…]

PluralSight – Modeling with AWS Machine Learning

PluralSight – Modeling with AWS Machine Learning-ELOHiM
English | Size:
Category: Tutorial


Being the front runner when it comes to cloud infrastructure, AWS has cutting edge services when it comes to machine learning. In this course, Modeling with AWS Machine Learning, you ll learn to convert your data to an optimal model leveraging AWS SageMaker First, you ll explore supervised and unsupervised learning algorithms that are built-in to your AWS account and learn how to apply them to a specific business problem. Next, you ll discover deep learning neural networks architecture and the built-in algorithms provided by AWS that cater specifically to computer vision and language processing domain. Finally, you ll learn how to train a model on a SageMaker notebook, evaluate the model against the objective metric, and fine-tune the hyperparameters and arrive at an optimally performing model. When you re finished with this course, you ll have the skills and knowledge of all the AWS built-in algorithms and train, evaluate, and tune your models that are needed to master AWS SageMaker and clear AWS Machine Learning Specialty certification exam [Read more…]

PluralSight – Microsoft Azure DevOps Engineer Implement Imperative Virtual Machine Configuration Management 2020

PluralSight – Microsoft Azure DevOps Engineer Implement Imperative Virtual Machine Configuration Management 2020-ELOHiM
English | Size: 227.86 MB
Category: Tutorial


Deciding how to configure guest operating systems in Azure can initially be a stopping point for many organizations. In this course, Microsoft Azure DevOps Engineer: Implement Imperative Virtual Machine Configuration Management, you’ll learn how to perform configuration of both Windows and Linux VMs running in Azure. First, you will examine fundamental configuration capabilities for all VMs in Azure. Next, you will discover technologies specifically focused on Linux configuration in Azure. Finally, you will discover how to inject custom scripts from the Azure fabric into both Windows and Linux using the Custom Script Extension. When you re finished with this course you will have the skills and knowledge of VM configuration needed to define a complete provisioning and configuration approach for your Azure VMs [Read more…]

Lynda – SQL Server Machine Learning Services R

Lynda – SQL Server Machine Learning Services R-APoLLo
English | Size: 266.61 MB
Category: CBTs


SQL Server now includes support for direct execution of R code. This integration allows complex data science analyses to be performed quickly in a secure environment, without having to export data sets first. In this course, database expert Adam Wilbert walks through the steps of enabling the required components-including Machine Learning Services for R-and writing basic R scripts. He also shows how to retrieve and work with data stored in SQL Server tables, create data visualizations with external R libraries, and package scripts as stored procedures. At the end of the course, traditional SQL Server users will be able to dive deeper into using R and traditional R developers will be able to take advantage of using SQL Server as the source of data to create higher-performing analyses. [Read more…]

Linux Academy – AWS Certified Machine Learning Specialty Repack

Linux Academy – AWS Certified Machine Learning Specialty Repack-BiFiSO
English | Size: 5.47 GB
Category: AWS


Welcome to Linux Academy’s all new AWS Certified Machine Learning – Specialty prep course. This course prepares you to take the AWS Certified Machine Learning – Specialty (MLS-C01) certification exam. It also gives you the hands-on experience required to use machine learning and deep learning in a real-world environment. [Read more…]