Machine Learning and Data Science eBook and Course Bundle

Skillwise
Course Summary
Machine learning gives you extremely powerful insights into data, and has become so ubiquitous you see it nearly constantly while you browse the internet without even knowing it. Implementations of machine learning are as diverse as recommendation systems to self-driving cars. In this course, you'll be introduced to a unique blend of projects that will teach you what machine learning is all about and how you can use Python to create machine learning projects. Access 26 lectures & 3 hours of content 24/7 Work on six independent projects to help you master machine learning in Python Cover concepts such as classification, regression, clustering, & more Apply various machine learning algorithms Master Python's packages & libraries to facilitate computation Implement your own machine learning models
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Course Description
Machine learning gives you extremely powerful insights into data, and has become so ubiquitous you see it nearly constantly while you browse the internet without even knowing it. Implementations of machine learning are as diverse as recommendation systems to self-driving cars. In this course, you'll be introduced to a unique blend of projects that will teach you what machine learning is all about and how you can use Python to create machine learning projects.
- Access 26 lectures & 3 hours of content 24/7
- Work on six independent projects to help you master machine learning in Python
- Cover concepts such as classification, regression, clustering, & more
- Apply various machine learning algorithms
- Master Python's packages & libraries to facilitate computation
- Implement your own machine learning models
- Length of time users can access this course: lifetime
- Access options: web streaming, mobile streaming
- Certification of completion not included
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: all levels
- Internet required
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Course Syllabus
- Learning Ansible 2
- Practical DevOps
- DevOps Automation Cookbook
- Python Machine Learning
- Mastering Python for Data Science
- Practical Data Analysis - Second Edition
- Introduction to Data Mining
- Setting Up the Data Mining Python Packages Environment
- Cleaning Data and Preprocessing Techniques
- Linear Regression Model
- Classification Concepts
- Build an App to Find Cheap Airfares
- Forecast the IPO Market Using Logistic Regression
- Create a Custom Newsfeed
- Forecasting the Stock Market with Machine Learning
- Build an Image Similarity Engine
- Building a Chatbot