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TORRENT DETAILS
Udemy - Introduction To Data Science And Analytics Using R
TORRENT SUMMARY
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Language: English | Size: 2.71 GB | Duration: 5h 0m
Learn to create & test Machine Learning & Data Science Models in R from Data Science experts. Code templates included.
What you'll learn
Basics of statistical modelling
Basics of data science using R and Python
Forecasting and prediction using Data
Data Visualisation
Requirements
No programming experience needed
Description
Are you interested in the field of Data Science and Machine Learning but haven't had experience in it? Then this course is for you!
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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Installing R and R Studios/1. Setting up R and R Studios.mp4
35.4 MB
~Get Your Files Here !/1. Installing R and R Studios/1. Setting up R and R Studios.srt
6.1 KB
~Get Your Files Here !/1. Installing R and R Studios/1.1 CRAN R (R programme) Download.html
105 B
~Get Your Files Here !/1. Installing R and R Studios/1.2 R Studios IDE Download.html
111 B
~Get Your Files Here !/2. Course Introduction/1. Course Introduction and Setting Course Expectations.mp4
44 MB
~Get Your Files Here !/2. Course Introduction/1. Course Introduction and Setting Course Expectations.srt
5.7 KB
~Get Your Files Here !/2. Course Introduction/1.1 Instructor Profile.html
108 B
~Get Your Files Here !/3. Getting Started/1. Getting Started with R Studios IDE.mp4
68.5 MB
~Get Your Files Here !/3. Getting Started/1. Getting Started with R Studios IDE.srt
15.6 KB
~Get Your Files Here !/3. Getting Started/2. Swirl.html
205 B
~Get Your Files Here !/4. Introduction/1. Measures of Central Tendencies.mp4
85.2 MB
~Get Your Files Here !/4. Introduction/1. Measures of Central Tendencies.srt
12.9 KB
~Get Your Files Here !/4. Introduction/1.1 Day1_Sourcecode.R
245 B
~Get Your Files Here !/4. Introduction/1.2 Measures_Of_Central_Tendencies.pdf
1.6 MB
~Get Your Files Here !/4. Introduction/2. Introduction to Data Science using R.mp4
155 MB
~Get Your Files Here !/4. Introduction/2. Introduction to Data Science using R.srt
17.4 KB
~Get Your Files Here !/4. Introduction/3. Quiz1.html
201 B
~Get Your Files Here !/5. Missing value treatment and Measures of Dispersion/1. Measures of Dispersions and Outlier Treatment.mp4
261.2 MB
~Get Your Files Here !/5. Missing value treatment and Measures of Dispersion/1. Measures of Dispersions and Outlier Treatment.srt
32.1 KB
~Get Your Files Here !/5. Missing value treatment and Measures of Dispersion/1.1 Measures_of_Dispersion.pdf
3.8 MB
~Get Your Files Here !/5. Missing value treatment and Measures of Dispersion/2. Missing value treatment in R.mp4
87.1 MB
~Get Your Files Here !/5. Missing value treatment and Measures of Dispersion/2. Missing value treatment in R.srt
13.6 KB
~Get Your Files Here !/5. Missing value treatment and Measures of Dispersion/3. Data Visualization using R.mp4
153 MB
~Get Your Files Here !/5. Missing value treatment and Measures of Dispersion/3. Data Visualization using R.srt
20 KB
~Get Your Files Here !/5. Missing value treatment and Measures of Dispersion/3.1 visualisation.R
560 B
~Get Your Files Here !/5. Missing value treatment and Measures of Dispersion/4. Quiz2.html
201 B
~Get Your Files Here !/6. Introduction to linear regression models/1. Introduction to simple linear regression.mp4
268.5 MB
~Get Your Files Here !/6. Introduction to linear regression models/1. Introduction to simple linear regression.srt
29.8 KB
~Get Your Files Here !/6. Introduction to linear regression models/1.1 Introduction_to_Linear_Regression.pdf
4.5 MB
~Get Your Files Here !/6. Introduction to linear regression models/2. Linear Regression Using R.mp4
107.3 MB
~Get Your Files Here !/6. Introduction to linear regression models/2. Linear Regression Using R.srt
15.3 KB
~Get Your Files Here !/6. Introduction to linear regression models/2.1 Source_code_Lm.R
435 B
~Get Your Files Here !/6. Introduction to linear regression models/3. Multivariate Linear Regression Theory.mp4
231.2 MB
~Get Your Files Here !/6. Introduction to linear regression models/3. Multivariate Linear Regression Theory.srt
26.5 KB
~Get Your Files Here !/6. Introduction to linear regression models/3.1 Multiple Linear Regression-Measures of Accuracy.pdf
2.6 MB
~Get Your Files Here !/6. Introduction to linear regression models/4. Multivariate Linear Regression using R.mp4
248.7 MB
~Get Your Files Here !/6. Introduction to linear regression models/4. Multivariate Linear Regression using R.srt
33.5 KB
~Get Your Files Here !/6. Introduction to linear regression models/4.1 Multivariate Linear Regression.R
1.1 KB
~Get Your Files Here !/6. Introduction to linear regression models/5. Quiz3.html
201 B
~Get Your Files Here !/7. Introduction to classification models/1. Classification using Logistic Regression.mp4
125.9 MB
~Get Your Files Here !/7. Introduction to classification models/1. Classification using Logistic Regression.srt
15.8 KB
~Get Your Files Here !/7. Introduction to classification models/1.1 logistic Regression.pdf
2.5 MB
~Get Your Files Here !/7. Introduction to classification models/2. Logistic Regression and Generalized Linear Models in R & Measures of Accuracy.mp4
281.2 MB
~Get Your Files Here !/7. Introduction to classification models/2. Logistic Regression and Generalized Linear Models in R & Measures of Accuracy.srt
36.2 KB
~Get Your Files Here !/7. Introduction to classification models/2.1 Logistic Regression.R
1.2 KB
~Get Your Files Here !/8. Random Forest Models in R/1. Introduction to decision tree classifier.mp4
153 MB
~Get Your Files Here !/8. Random Forest Models in R/1. Introduction to decision tree classifier.srt
21.1 KB
~Get Your Files Here !/8. Random Forest Models in R/1.1 Decision Trees.pdf
2.5 MB
~Get Your Files Here !/8. Random Forest Models in R/2. Creating decision tree and random forest classifiers in R.mp4
209 MB
~Get Your Files Here !/8. Random Forest Models in R/2. Creating decision tree and random forest classifiers in R.srt
18.9 KB
~Get Your Files Here !/8. Random Forest Models in R/2.1 heart.csv
11.1 KB
~Get Your Files Here !/8. Random Forest Models in R/2.2 More about decision trees using Deviance and Gini.html
143 B
~Get Your Files Here !/8. Random Forest Models in R/2.3 Tree_Model.R
1.6 KB
~Get Your Files Here !/8. Random Forest Models in R/3. Random Forest Regression in R.mp4
250.1 MB
~Get Your Files Here !/8. Random Forest Models in R/3. Random Forest Regression in R.srt
24.3 KB
~Get Your Files Here !/8. Random Forest Models in R/3.1 Random Forest Code.R
