You'll start with the basics of designing an algorithm, basic Python programming, an introduction to the Scipy scientific computing ecosystem, and learn the fundamentals of machine learning.
DurationWhen companies, researchers, engineers, and analysts develop solutions, create products, or make policy recommendations, they rely on data analysis to make informed decisions. In this course, you will learn about the basics of programming in Python and apply these skills to analyzing data.
You'll start with the basics of designing an algorithm, basic Python programming, an introduction to the Scipy scientific computing ecosystem, and learning the fundamentals of machine learning.
Your Takeaways
This course is a great way to help you:
Gain a foundation in numerical programming and algorithm development;
Learn Python as a language for writing scripts, packages, and performing data analysis;
Develop and refine skills in git for version control and bash for operating within Linux environments;
Learn basic principles and pitfalls of machine learning applied to real-world problems.
As a next-generation university, we reimagine the future of higher education. Concordia’s innovative approach to experiential learning and cross-functional research benefits our 50,000 students.
Concordia is the top-ranked university in Canada under 50, located in vibrant Montreal on the traditional lands of the Kanien’kehá:ka Nation. We strive to be socially responsible and create a more equitable and sustainable world.
Get to know one of the most widely-used programming languages in the world at this Java bootcamp.
This Java programming training includes the use of objects, strings, arrays, loops and Predicate Lambda expression. The Java programming course imparts core skills to develop rich applications using JDK 8 Technology and the NetBeans IDE.
Manufacturing in Canada is increasingly automated, requiring workers who are up to date in digital technical skills. Computer Numerically Controlled (CNC) machine tools are used to manufacture a variety of parts and products across numerous industries to increase accuracy and precision, and elimina...
Students are introduced to the programming principles associated with developing internet and stand-alone applications using the Java programming language. Topics include classes and class libraries, graphics programming, GUI development and exception handling
This course is designed to prepare students for the American Computer Science League (ACSL), the USA Computing Olympiad (USACO) and the Canadian Computing Competition (CCC). Pre-requisites: a solid background in coding (completion of Java Level 2 or AP Computer Science A).
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