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In this advanced online course several quantum machine learning algorithms are presented and explained. Students will also learn how to implement them in Python.
This online course gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.
This course teaches essential analytics models and methods and how to appropriately apply them, using tools such as R, to retrieve desired insights.
This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.
This course provides web developers the tools they need to profile apps and identify the causes of jank. They will explore the browser’s rendering pipeline and uncover patterns...
This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.
With the support of Google’s recruiting and engineering teams this course provides tips, examples, and practice opportunities that may help students with job interviews at a...
This online course teaches how Apple's GCD (long form: Grand Central Dispatch) framework allows you to create asynchronous apps for iOS, ensuring a smooth user experience.
This course covers relevant systems, the principles on which they rely, their tradeoffs, and how to evaluate their utility against one`s requirements. Cloud computing, SQL and...
This online course explores the essentials of machine learning and algorithms to help improve learning from data without human intervention. Topics of the course include:...
Students will understand, through this course, the power and limitations of algorithms that help people develop the tools to make real-world computers smarter, faster and safer.
The purpose of this course is to teach its students to make their applications look clean and professional. The participants will understand (from experience) the importance of...
This MOOC gives an introduction to Python and includes data analysis techniques.
This course will teach its students two techniques for storing data to their device’s hard drive: the NSKeyedArchiver method and the more complex, but robust Core...
This online course teaches the process of network security, including intrusion detection, evidence collection, network auditing, and contingency planning against attacks.
This online course will guide participants through how a client communicates with a server, including details of HTTP/1 vs. HTTP/2.
In this course, students will explore the core design of AngularJS, its components and code organization techniques. They will enhance the functionality of their web app by...
This online course teaches about the general information security risk management framework and its practices and how to identify and model information security risks and apply...
In this course, students will learn the basic tools that every web page coder needs to know, starting from how to implement modern web pages with HTML and CSS and how to code...
In this course, students will use analytical elements of SQL for answering business intelligence questions and learn features of relational database management systems for...
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