Machine Learning with Scikit-learn (Udemy.com)

( 2 Reviews )

Created by: Packt Publishing

Produced in 2018

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Course Depth & Coverage

Overall Score : 90 / 100

Course Description

Machine learning is the buzzword bringing computer science and statistics together to build smart and efficient models. Using powerful algorithms and techniques offered by machine learning, you can automate any analytical model. This course examines a variety of machine learning models including popular machine learning algorithms such as k-nearest neighbors, logistic regression, naive Bayes, k-means, decision trees, and artificial neural networks. It also discusses data preprocessing, hyperparameter optimization, and ensemble methods. You will build systems that classify documents, recognize images, detect ads, and more. You-'ll learn to use scikit-learn-'s API to extract features from categorical variables, text and images; evaluate model performance; and develop an intuition for how to improve your model-'s performance. By the end of this course, you will master all required concepts of scikit-learn to build efficient models at work to carry out advanced tasks with the practical approach.Who this course is for:

This course is for software engineers who want to understand how common machine learning algorithms work and develop an intuition for how to use them, and for data scientists who want to learn about the scikit-learn API.

Time: 3.5h

Instructor Details

Packt Publishing

4.5 Rating
2 Reviews

Packt has been committed to developer learning since 2004. A lot has changed in software since then - but Packt has remained responsive to these changes, continuing to look forward at the trends and tools defining the way we work and live. And how to put them to work. With an extensive library of content - more than 4000 books and video courses -Packt's mission is to help developers stay relevant in a rapidly changing world. From new web frameworks and programming languages, to cutting edge data analytics, and DevOps, Packt takes software professionals in every field to what's important to them now. From skills that will help you to develop and future proof your career to immediate solutions to every day tech challenges, Packt is a go-to resource to make you a better, smarter developer. Packt Udemy courses continue this tradition, bringing you comprehensive yetconcise video courses straight from the experts.