R for Data Science
This course aims to equip participants with the skills to use the R programming language for data analysis and Data Science. Through a practical approach, students will learn how to manipulate, analyze, and visualize data, as well as apply machine learning techniques to solve real-world problems.
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Event Schedule
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Introduction to R
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Setting up the R and RStudio environment
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Basic programming concepts in R
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Data Manipulation
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Data import and cleaning
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Using dplyr for data transformations
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Grouping and summarization with tidyr
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Data Visualization
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Creating graphs with ggplot2
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Visualizations for exploratory data analysis
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Statistics for Data Science
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Descriptive statistics
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Statistical tests and inference
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Predictive Modeling
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Introduction to predictive modeling
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Linear and logistic regression
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Basic machine learning techniques
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Practical Project
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Applying concepts in a real-world project
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Local
The course will be offered online via Zoom, and all classes will be recorded for later review. You will receive the course materials, access to practice exams, a certificate for submission to PMI for certification, and exercises!
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You'll also Get
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Access to materials, the board, and the code
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Class recording
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Direct contact with a specialist to answer questions
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Learning Guarantee
We trust in our method, so if you attend 100% of the classes, complete all the practice exams, and still don't feel confident in applying the knowledge, you can retake the entire course for free.
