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  Machine Learning Pipelines with Azure ML Studio Duration:  2 hours What You’ll Learn: Pre-process data using appropriate modules Train and evaluate a boosted decision tree model on Azure ML Studio Create scoring and predictive experiments Deploy the trained model as an Azure web service Showcase this hands-on experience in an interview Enroll Now In this project-based course, you are going to build an end-to-end machine learning pipeline in Azure ML Studio, all without writing a single line of code! This course uses the Adult Income Census data set to train a model to predict an individual's income. It predicts whether an individual's annual income is greater than or less than $50,000. The estimator used in this project is a Two-Class Boosted Decision Tree classifier. Some of the features used to train the model are age, education, occupation, etc. Once you have scored and evaluated the model on the test data, you will deploy the trained model as an Azure Machine Learning we...

  Hello Learner, this post is to inform you about that IIT Kharagpur (Indian Institute of Technology, Kharagpur) Offers Premium Online Course For Free. IIT Madras launching a fresh course “ Introduction to Machine Learning ” Enrollments are now  open  for this course.  Course Description This course provides a concise introduction to the fundamental concepts in machine learning and popular machine learning algorithms. We will cover the standard and most popular supervised learning algorithms including linear regression, logistic regression, decision trees, k-nearest neighbour, an introduction to Bayesian learning and the naïve Bayes algorithm, support vector machines and kernels and neural networks with an introduction to Deep Learning. We will also cover the basic clustering algorithms. Feature reduction methods will also be discussed. We will introduce the basics of computational learning theory. In the course we will discuss various issues related to the applicati...

  Azure Synapse SQL Pool – Implement Polybase Duration:  2 hours Intermediate No download needed Split-screen video English Desktop only What You’ll Learn: Create Azure SQL Pool Create Azure Data Lake Storage Gen2 Configure and Implement Polybase Showcase this hands-on experience in an interview Enroll Now Also Read:  IIT Kharagpur Free Courses on Introduction to  Machine Learning In this 1-hour long project-based course, you will learn how to implement Polybase in Azure Synapse SQL Pool. In this project, we are going to see how to implement Polybase in Azure Synapse SQL Pool. Polybase in simple words is, a feature provided by Azure SQL Pool through which you can access the data stored in Azure Data Lake Storage/Blob/HDFS using a SQL interface to access the files stored in above mentioned storage systems. Basically, you can execute SQL queries on the files containing the data. To implement Polybase the source that we are considering is a text file stored in ...

   Develop a Company Website with Wix Duration:  2 hours What You’ll Learn: Create an account an a website design.  Design and edit your content, media, and layout.  Manage your blog, events, and menu items.  Showcase this hands-on experience in an interview Enroll Now Learn step-by-step Slide content has changed, slide 2