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79 Students

Course Details

Lessons

120

Skill Level

Beginner

Certificate

Available

What You Will Learn?

  • You'll know how and why use R for data science and machine learning
  • You'll get practical tips and advise on Data Scientist's career
  • You'll work on practical tasks and examine case studies to fully understand the fundamentals of R programming
  • You'll be able to use the core features and packages of R

Description

Requirements

  • No prior knowledge is required to enrol this course
  • Software and data needed in the course will be provided for free

Curriculum

Section 1: Meet Your Instructor 02:33
Section 2: Introduction to Data Science 56:59
Section 3: Course Curriculum Overview 22:41
Section 4: Introduction to R 26:15
Section 5: R Programming 55:14
Section 6: R Data Structure 49:23
Section 7: Import and Export in R 32:16
Section 8: Data Manipulation 1:33:49
Section 9: Data Visualization 2:10:04
Section 10: Introduction To Statistics 2:02:57
Section 11: Hypothesis Testing 41:58
Section 12: Hypothesis Testing in Practice 2:14:01
Section 13: Machine Learning Toolbox 26:31
Section 14: Business Case Understanding 12:51
Section 15: Data Pre-Processing 1:24:14
Section 16: Supervised Learning : Regression 3:06:14
Section 17: Classification Overview 13:29
Section 18: Logistic Regression 1:11:26
Section 19: K-NN Study 40:13
Section 20: SVM Study 45:18
Section 21: Naive Bayes 36:46
Section 22: Decision Tree 1:06:18

About the Instructor

4.4
Reviews 13
Students 2,849
Massive audience
Courses 13

We are a team of amazon, flipkart, Google. We love to teach people. We mainly teach different IT related topics!

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