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30-Day Money-Back Guarantee

This course includes:

  • 17.5 hours on-demand video
  • 9 articles
  • 3 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
Development Data Science Machine Learning

Data Science and Machine Learning Bootcamp with R

Learn how to use the R programming language for data science and machine learning and data visualization!
Rating: 4.6 out of 54.6 (12,541 ratings)
65,369 students
Created by Jose Portilla
Last updated 12/2020
English
English, French [Auto], 
30-Day Money-Back Guarantee

What you'll learn

  • Program in R
  • Use R for Data Analysis
  • Create Data Visualizations
  • Use R to handle csv,excel,SQL files or web scraping
  • Use R to manipulate data easily
  • Use R for Machine Learning Algorithms
  • Use R for Data Science
Curated for the Udemy for Business collection

Course content

35 sections • 128 lectures • 17h 45m total length

  • Preview02:33
  • Course Curriculum
    02:02
  • What is Data Science?
    03:49
  • Course FAQ
    00:38

  • How to Get Help in the Course!
    01:09
  • Welcome to the Course.
    1 question
  • Installation and Set-Up
    00:12

  • Windows Installation Procedure
    06:19

  • Mac OS Installation Procedure
    05:26

  • Linux/Unbuntu Installation Procedure
    00:41

  • Development Environment Overview
    00:21
  • Course Notes
    09:00
  • Guide to RStudio
    12:33

  • Introduction to R Basics
    02:27
  • Arithmetic in R
    04:30
  • Variables
    05:25
  • R Basic Data Types
    05:31
  • Vector Basics
    07:35
  • Vector Operations
    04:23
  • Comparison Operators
    06:30
  • Vector Indexing and Slicing
    09:36
  • Getting Help with R and RStudio
    02:12
  • R Basics Training Exercise
    02:12
  • R Basics Training Exercise - Solutions Walkthrough
    07:21

  • Introduction to R Matrices
    00:48
  • Creating a Matrix
    10:23
  • Matrix Arithmetic
    04:15
  • Matrix Operations
    05:22
  • Matrix Selection and Indexing
    06:34
  • Factor and Categorical Matrices
    08:14
  • Matrix Training Exercise
    01:00
  • Matrix Training Exercises - Solutions Walkthrough
    13:10

  • Introduction to R Data Frames
    00:44
  • Data Frame Basics
    08:43
  • Data Frame Indexing and Selection
    09:15
  • Overview of Data Frame Operations - Part 1
    15:58
  • Overview of Data Frame Operations - Part 2
    18:40
  • Data Frame Training Exercise
    01:06
  • Data Frame Training Exercises - Solutions Walkthrough
    15:07

  • List Basics
    09:00

Requirements

  • Computer Access with download privileges.
  • Basic Math Skills

Description

Data Scientist has been ranked the number one job on Glassdoor and the average salary of a data scientist is over $120,000 in the United States according to Indeed! Data Science is a rewarding career that allows you to solve some of the world's most interesting problems!

This course is designed for both complete beginners with no programming experience or experienced developers looking to make the jump to Data Science!

This comprehensive course is comparable to other Data Science bootcamps that usually cost thousands of dollars, but now you can learn all that information at a fraction of the cost! With over 100 HD video lectures and detailed code notebooks for every lecture this is one of the most comprehensive course for data science and machine learning on Udemy!

We'll teach you how to program with R, how to create amazing data visualizations, and how to use Machine Learning with R! Here a just a few of the topics we will be learning:

  • Programming with R
  • Advanced R Features
  • Using R Data Frames to solve complex tasks
  • Use R to handle Excel Files
  • Web scraping with R
  • Connect R to SQL
  • Use ggplot2 for data visualizations
  • Use plotly for interactive visualizations
  • Machine Learning with R, including:
  • Linear Regression
  • K Nearest Neighbors
  • K Means Clustering
  • Decision Trees
  • Random Forests
  • Data Mining Twitter
  • Neural Nets and Deep Learning
  • Support Vectore Machines
  • and much, much more!

Enroll in the course and become a data scientist today!

Who this course is for:

  • Anyone interested in becoming a Data Scientist

Featured review

Avijit Das
Avijit Das
57 courses
9 reviews
Rating: 5.0 out of 54 months ago
By far the best course available on Udemy on R programming. A true gem for beginners. It has been a great leaning experience for me. The course starts with absolute basics and builds your skill gradually. All the way from Data Structures, Visualizations to advance Machine Learning concepts. It also has exercises and projects to test your newly acquired knowledge. Thank you Jose, for such an awesome course. Highly Recommended!!

Instructor

Jose Portilla
Head of Data Science, Pierian Data Inc.
Jose Portilla
  • 4.6 Instructor Rating
  • 700,557 Reviews
  • 2,143,330 Students
  • 31 Courses

  Jose Marcial Portilla has a BS and MS in Mechanical Engineering from Santa Clara University and years of experience as a professional instructor and trainer for Data Science and programming. He has publications and patents in various fields such as microfluidics, materials science, and data science technologies. Over the course of his career he has developed a skill set in analyzing data and he hopes to use his experience in teaching and data science to help other people learn the power of programming the ability to analyze data, as well as present the data in clear and beautiful visualizations. Currently he works as the Head of Data Science for Pierian Data Inc. and provides in-person data science and python programming training courses to employees working at top companies, including General Electric, Cigna, The New York Times, Credit Suisse, McKinsey and many more. Feel free to contact him on LinkedIn for more information on in-person training sessions or group training sessions in Las Vegas, NV.

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