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This 20-hour Machine Learning with Python course covers all the basic machine learning methods and Python modules (especially Scikit-Learn) for implementing them.  The five sessions cover:  simple and multiple Linear regressions; classification methods including logistic regression, discriminant analysis and naive bayes, support vector...

This course covers the history of graphic design from the mid-19th century through the digital revolution. Influential movements are examined, including arts and crafts, art nouveau, Dada, Constructivism, De Stijl, Bauhaus, Neue Grafik, DIY Punk, and today’s digital landscape.  Students explore the evolution of the discipline from typesetting...

This is a class for computer-literate people with no programming background who wish to learn basic Python programming. The course is aimed at those who want to learn “data wrangling” – manipulating downloaded files to make them amenable to analysis. We concentrate on language basics such as list and string manipulation, control structures,...

Database professionals in the labor economy are on the rise and are creating a surge for individuals who possess the right skills to store and query large data sets. This introductory course is designed for those who have some or no knowledge of databases. The goal is to teach participants how to query a relational database for information and analysis....

C++ is a powerful general-purpose programming language that offers both high-level and object- oriented features for software development on various platforms such as the Personal Computer, Games Consoles, Embedded Systems, and more. This course will cover an introduction to the C++ programming language for those students who have an interest in learning...

This class is a comprehensive introduction to data science with Python programming language. This class targets people who have some basic knowledge of programming and want to take it to the next level. It introduces how to work with different data structures in Python and covers the most popular data analytics and visualization modules, including...

Learn the principles & elements of design fundamentals today In this Design Fundamentals for Beginners Class, you will be introduced to an orientation to digital design with emphasis on the history and the basic principles of digital design using key computer graphics tools. Having the vernacular, knowledge and skill to execute a creative vision...

Knowing how to install, configure, and troubleshoot a computer network is a highly marketable and exciting skill. This course first introduces the fundamental building blocks that form a modern network, such as protocols, media, topologies, and hardware. It then provides in depth coverage of the most important concepts in contemporary networking,...

Course Overview Developing on AWS helps developers understand how to use the AWS SDK to develop secure and scalable cloud applications. The course provides in-depth knowledge about how to interact with AWS using code and covers key concepts, best practices, and troubleshooting tips. Target Audience This course is intended for Intermediate-level...

Learn PivotTables, advanced formatting, sorting and filtering, outlines, subtotals, advanced charting & more! Class Outline: Lesson 1: Working with Functions Topic A: Work with Ranges Topic B: Use Specialized Functions Topic C: Work with Logical Functions Topic D: Work with Date & Time Functions Topic E: Work...

Media Composer Fundamentals I (MC101) is the first step in achieving confidence, creativity, and efficiency with Avid Media Composer, the non-linear film/video editing application used in most movie and television productions. Together with the second course in the series, Media Composer Fundamentals II (MC110), this course provides the foundational...

Data Warehousing on AWS introduces you to concepts, strategies, and best practices for designing a cloud-based data warehousing solution using Amazon Redshift, the petabyte-scale data warehouse in AWS. This course demonstrates how to collect, store, and prepare data for the data warehouse by using AWS services such as Amazon DynamoDB, Amazon EMR,...

Agile Scrum Product Owner class helps prepare you to take the Professional Scrum Product Owner TM level I (PSPO I) assessment which validates your knowledge of the Scrum framework and ability to support value creation and delivery. Passing this assessment earns you the industry recognized PSPO I Certification.

PowerPoint is used to develop presentation materials. We’ll create text, charts and graphs to be used in electronic presentations or handouts. We’ll also work with slide masters and templates, create objects and use clip art. You will also learn how to apply transitions for electronic presentations.

An in-depth understanding of typographic concepts and methods is essential for effective visual communication. Students examine the evolution of the alphabet and the history and basics of typographic style (with an emphasis on 20th-century type design and application). Projects help students understand the difference between legibility and readability...