A Gentle Introduction to Machine Learning Using SciKit-Learn

A Gentle Introduction to Machine Learning Using SciKit-Learn
Instructed by: Mike West | Subject: IT & Software, Operating Systems

A Gentle Introduction to Machine Learning Using SciKit-Learn

About This Course

Welcome to A Gentle Introduction to Machine Learning Using SciKit-Learn In this course, we going to build an end-to-end Python machine learning project. You’ll learn how to use Scikit-Learn to build and tune a supervised learning model. Scikit-learn was initially developed by David Cournapeau as a Google summer of code project in 2007 and since then has become the de facto library used for machine learning in Python. Python is one of the most popular languages for machine learning and in the course we’ll gently introduce you to SciKit-Learn, a library designed for working with machine learning projects. Scikit-Learn, also known as sklearn, is Python's premier general-purpose machine learning library. Scikit-Learn's versatility makes it the best starting place for most ML problems. Scikit-Learn is great for beginners it offers a high-level interface for many tasks. This allows you to better practice the entire machine learning workflow and understand the big picture. We will also gently introduce you to the vernacular of machine learning. For example, a target variable is simply that thing we are trying to predict. A feature is often no more than a column in at table. You’ll get hands on experience with the process of machine learning. The process involves importing data, cleaning the data, training and testing, pre-processing and feature engineering.

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Instructor

Instructor   Mike West

I've worked with databases for over two decades. I've worked for or consulted with over 50 different companies as a full time employee or consultant. Fortune 500 as well as several small to mid-size companies. Some include: Georgia Pacific, SunTrust, Reed Construction Data, Building Systems Design, NetCertainty, The Home Shopping Network, SwingVote, Atlanta Gas and Light and Northrup Grumman.

Experience, education and passion

I learn something almost every day. I work with insanely smart people. I'm a voracious learner of all things SQL Server and I'm passionate about sharing what I've learned. My area of concentration is performance tuning. SQL Server is like an exotic sports car, it will run just fine in anyone's hands but put it in the hands of skilled tuner and it will perform like a race car.


Course Info

A Gentle Introduction to Machine Learning Using SciKit-Learn A Gentle Introduction to Machine Learning Using SciKit-Learn Reviewed by Acamig Courses on October 14, 2018 Rating: 5
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