Data Science with R A Step By Step Guide With Visual Illustrations and Examples FULL eBOOK

Data Science with R A Step By Step Guide With Visual Illustrations and Examples FULL eBOOK 



   The course Data Science for Artificial Intelligence presents the essential concepts for collecting data from different sources, storing them, performing pretreatments on these data, visualizing them, analyzing them, and to develop predictive models. This course is aimed primarily at professionals with an interest in data science and artificial intelligence, graduates and students of college technical programs with basic knowledge in mathematics and programming. This course will also be of great use to anyone interested in learning Artificial Intelligence and data science. Through its practical content, this course will allow you to have a first experience in data science and Artificial Intelligence, more specifically in machine learning. At the end of this course you will be able to develop python scripts, apply data collection techniques, understand and explain the essential concepts of data science for Artificial Intelligence, to practice the basic techniques used in the process of developing a prediction model and to apply supervised and non-supervised learning algorithms. We estimate that it takes approximately 8 weeks to complete this course. It is divided into relevant sections that you can follow at your own pace. Summary quizzes are provided at the end of each section to help you assess your understanding of the content. You will also be able to carry out practical exercises that will allow you to familiarize yourself with the main techniques of data science used in Artificial Intelligence. Solutions for practical exercises are also available to help you validate your answers. This course is offered by the Collège de Bois-de-Boulogne, in collaboration with the Université de Montréal. The content was developed by experts in the field of data science and artificial intelligence for continuing education at the Collège de Bois-de-Boulogne.

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