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[Tutorialsplanet.NET] Udemy - R Programming Hands-on Specialization for Data Science (Lv1)
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2022-5-20 08:11
2024-8-14 22:39
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1.03 GB
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Tutorialsplanet
NET
Udemy
-
R
Programming
Hands-on
Specialization
for
Data
Science
Lv1
文件列表
1. Introduction/1. Warm Welcome!.mp4
5.34MB
1. Introduction/2. Why you should learn R.mp4
22.92MB
1. Introduction/3. What you will learn in this course.mp4
14.88MB
2. R Fundamentals/1. Installing R (console) and RStudio (IDE).mp4
13.61MB
2. R Fundamentals/2. Getting to know R - Setting Context.mp4
3.59MB
2. R Fundamentals/3. R Basics - Working Directory, Environment Variables and more!.mp4
27.52MB
2. R Fundamentals/4. R Basics - Loading and Executing R scripts from local file system.mp4
11.75MB
3. R Data Types/1. R Atomic Data Types Intro - What you must know about Numeric and Integers in R.mp4
17.76MB
3. R Data Types/2. Complex and Character Data Types (Atomic).mp4
9.61MB
3. R Data Types/3. Character Data Type (Atomic) + Important Data Transformation Functions (1).mp4
8.49MB
3. R Data Types/4. Character Data Type (Atomic) + Important Data Transformation Functions (2).mp4
6.86MB
3. R Data Types/5. Character Data Type (Atomic) + Important Data Transformation Functions (3).mp4
13.82MB
3. R Data Types/6. Logical Data Type (Atomic) and Its known Implications.mp4
8.29MB
3. R Data Types/7. Atomic Data Types and Nuances in Coercioning (ExplicitImplicit).mp4
16.12MB
4. R Data Structure - Vectors/1. Vectors - Creation, Homogeneity, Coercion Implications and Important Functions!.mp4
23.46MB
4. R Data Structure - Vectors/2. Vectors - Comparing different ways to create vectors in R!.mp4
11.23MB
4. R Data Structure - Vectors/3. Vectors - Understanding Indexing like never before!.mp4
19.7MB
4. R Data Structure - Vectors/4. Vectors - Indexing (Out of Bound scenarios) and How Pros use it!.mp4
19.26MB
4. R Data Structure - Vectors/5. Vectors - Flatness property and its critical implications in Indexing!.mp4
10.78MB
4. R Data Structure - Vectors/6. Vectors - Labels and their Advanced Usage in Indexing.mp4
16.64MB
4. R Data Structure - Vectors/7. Vectors - Assigning Attributes and its use-case as Metadata.mp4
10.62MB
5. R Data Structure - Matrices/1. Matrices - Getting Acquainted, Creation and its operational functions!.mp4
17.6MB
5. R Data Structure - Matrices/2. Matrices - Creation and Implications related to its Dimensions.mp4
11.72MB
5. R Data Structure - Matrices/3. Matrices - Creation from Vectors + Naming Dimensions (Explicit, Implicit).mp4
24.1MB
5. R Data Structure - Matrices/4. Matrices - Dimensions (Advanced) and Intro to Indexing.mp4
7.62MB
5. R Data Structure - Matrices/5. Matrices - Indexing Continued.mp4
6.54MB
5. R Data Structure - Matrices/6. Matrices - Advanced Indexing using DimensionNames.mp4
7.87MB
5. R Data Structure - Matrices/7. Matrices - Even more Advanced Indexing!.mp4
13.88MB
5. R Data Structure - Matrices/8. Matrices - Operations!.mp4
11.34MB
6. R Data Structure - Lists/1. Lists - Getting Introduced to one of the most powerful data structures in R.mp4
11.45MB
6. R Data Structure - Lists/2. Lists - Comparing with Vectors w.r.t Heterogeneity and Introducing Indexing.mp4
8.74MB
6. R Data Structure - Lists/3. Lists - Comprehending their Recursive Nature in comparison with Vectors.mp4
6.67MB
6. R Data Structure - Lists/4. Lists - Converting to and from Vectors and implications (coercion, flatness).mp4
8.44MB
6. R Data Structure - Lists/5. Lists - Nuances in Determining Length in the context of Recursiveness.mp4
8.02MB
6. R Data Structure - Lists/6. Lists - Nuances in Determining Length and Class of Elements.mp4
11.32MB
6. R Data Structure - Lists/7. List - Advanced Indexing also using Labels.mp4
15.84MB
6. R Data Structure - Lists/8. List - Comparison of Indexing ways and Implications.mp4
9.86MB
7. R Data Structure - Data Frames/1. Data Frames - Introducing The holy grail of processing Structured Data.mp4
18.73MB
7. R Data Structure - Data Frames/2. Data Frames - Creation and important functions for Basic Exploratory Analysis.mp4
25.2MB
7. R Data Structure - Data Frames/3. Data Frames - More Important Functions for Basic Exploratory Analysis.mp4
17.15MB
7. R Data Structure - Data Frames/4. Data Frames - Creation from Lists.mp4
3.78MB
7. R Data Structure - Data Frames/5. Data Frames - Creation from Lists, Matrices and Vectors.mp4
5.98MB
7. R Data Structure - Data Frames/6. Data Frames - Everything you need to know about Subsetting.mp4
29.56MB
7. R Data Structure - Data Frames/7. Data Frames - Handling Missing Values like Pros!.mp4
20.4MB
7. R Data Structure - Data Frames/8. Data Frames - Imputing Missing Values like Pros!.mp4
28.35MB
7. R Data Structure - Data Frames/9. Data Frames - Advanced Subsetting Techniques for robust analytics.mp4
25.75MB
8. R Control Structures/1. While Loops in R.mp4
10.06MB
8. R Control Structures/2. For Loops in R - Intro and Practical Use-Cases.mp4
22MB
8. R Control Structures/3. If Else Structures in R.mp4
8.41MB
8. R Control Structures/4. If Else Structures in R (2).mp4
18.19MB
8. R Control Structures/5. If Else Structures in R (3).mp4
6.22MB
9. Data Science Application in R - Automated Web Scraping Bot/1. Web Scraping - Setting Context + Highlighting Use-Cases.mp4
24MB
9. Data Science Application in R - Automated Web Scraping Bot/11. Web Scraping on Steroids - XPath in R!.mp4
17.6MB
9. Data Science Application in R - Automated Web Scraping Bot/12. Web Scraping on Steroids - XPath in R (2).mp4
2.26MB
9. Data Science Application in R - Automated Web Scraping Bot/15. Automating Web Scraping - RSelenium!.mp4
8.65MB
9. Data Science Application in R - Automated Web Scraping Bot/17. Automated Web Scraping - installing RSelenium in R.mp4
9.07MB
9. Data Science Application in R - Automated Web Scraping Bot/18. Automated Web Scraping - Initialising RSelenium Server.mp4
10.72MB
9. Data Science Application in R - Automated Web Scraping Bot/2. Web Scraping - One Simple yet Powerful Way to do so!.mp4
33.73MB
9. Data Science Application in R - Automated Web Scraping Bot/21. Web Scraping Use Case Context Setting.mp4
10.56MB
9. Data Science Application in R - Automated Web Scraping Bot/22. Web Scraping Pipeline - Deep dive of workflow pattern.mp4
13.77MB
9. Data Science Application in R - Automated Web Scraping Bot/23. Systematic analysis of website for efficient Scraping.mp4
22.1MB
9. Data Science Application in R - Automated Web Scraping Bot/24. Installing and Loading RSelenium.mp4
9.52MB
9. Data Science Application in R - Automated Web Scraping Bot/25. Starting Selenium Server - The right way!.mp4
12.98MB
9. Data Science Application in R - Automated Web Scraping Bot/26. Handling RSelenium's Driver Issues.mp4
3.64MB
9. Data Science Application in R - Automated Web Scraping Bot/3. Web Scraping - Use Case Custom Churn Analysis.mp4
24.97MB
9. Data Science Application in R - Automated Web Scraping Bot/33. Advanced Data Munging - Discretizing Continuous Values.mp4
25.62MB
9. Data Science Application in R - Automated Web Scraping Bot/34. Advanced Data Frames Manipulation.mp4
33.71MB
9. Data Science Application in R - Automated Web Scraping Bot/35. Orchestrating Automation of Web Scraping Routine.mp4
21.4MB
9. Data Science Application in R - Automated Web Scraping Bot/6. Use Case Custom Churn - Performing Data Cleansing.mp4
23.76MB
9. Data Science Application in R - Automated Web Scraping Bot/7. Web Scraping - Contextual understanding of HTML.mp4
10.46MB
9. Data Science Application in R - Automated Web Scraping Bot/8. Web Scraping - Contextual Understanding of HTML Tags.mp4
20.88MB
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