FreeTutorials Eu UDEMY Data Science with R - Beginners - FTU

1. 01 Introduction/001 Introduction to Data Science with R.mp47.53MB
2. 01 Introduction/002 Understanding Datascience and its Modules.mp413.85MB
3. 02 Tools/003 R Project for Statistical Computing.mp478.44MB
4. 02 Tools/004 Purpose of using R Tool.mp45.31MB
5. 02 Tools/005 Module on Data Visualization.mp432.51MB
6. 03 Creating Pie Charts and Bar Chart/006 Creating Pie Charts.mp437.21MB
7. 03 Creating Pie Charts and Bar Chart/007 Creating Bar Charts.mp434.85MB
8. 04 Creating Histograms/008 Functions of Histogram.mp425.18MB
9. 04 Creating Histograms/009 Method of Using Scatterplots.mp424MB
10. 04 Creating Histograms/010 Creating Data for Line Charts.mp425.14MB
11. 05 Basic Data Visualization/011 Case Study for Vector Values.mp437.55MB
12. 05 Basic Data Visualization/012 Module on Advanced Data Visualization.mp417.94MB
13. 06 Ggplot Value/013 with Functions for Plotting Values.mp432.4MB
14. 06 Ggplot Value/014 How to Plot Car Value.mp419.04MB
15. 06 Ggplot Value/015 Understanding the Ggplot Value.mp419.2MB
16. 06 Ggplot Value/016 Basic Example on Scatterplot.mp456.87MB
17. 06 Ggplot Value/017 Scatterplot With Encircling.mp460.38MB
18. 06 Ggplot Value/018 Learning the Jitter Plot.mp431.53MB
19. 06 Ggplot Value/019 Counts Charts in Ggplot.mp426.42MB
20. 06 Ggplot Value/020 Section on Bubble Chart.mp435.63MB
21. 06 Ggplot Value/021 Diverging Bars with Ggplot.mp457.95MB
22. 06 Ggplot Value/022 Diverging Lollipchart with Ggplot.mp431.18MB
23. 06 Ggplot Value/023 Implementation of Dot Plot.mp425.89MB
24. 06 Ggplot Value/024 Purpose of using Area Charts.mp443.73MB
25. 06 Ggplot Value/025 Ordered Bar Chart for Multiple Items.mp437.43MB
26. 06 Ggplot Value/026 Simple Demonstration on Pie Chart.mp434.9MB
27. 06 Ggplot Value/027 Example on Hierarchical Dendrogram.mp418.53MB
28. 06 Ggplot Value/028 Learning about the Population Pyramids.mp453.08MB
29. 06 Ggplot Value/029 Understanding the Change Plot.mp416.33MB
30. 06 Ggplot Value/030 Case Study on Seasonal Plot.mp428.46MB
31. 06 Ggplot Value/031 Basic Understanding on Statistics.mp411.51MB
32. 07 Regression/032 Implementation of Mean Median and Mode.mp443.57MB
33. 07 Regression/033 Understanding the Linear Regression.mp452.3MB
34. 07 Regression/034 Understanding Multiple Regression.mp441.24MB
35. 07 Regression/035 Functions of Logistic Regression.mp440.25MB
36. 07 Regression/036 Learning Normal Distribution Curve.mp448.3MB
37. 07 Regression/037 Understanding the Binomial Distribution.mp422.66MB
38. 07 Regression/038 Involvement of Poisson Regression.mp426.7MB
39. 07 Regression/039 Analysis of Covariance.mp441.8MB
40. 07 Regression/040 Time Series Analysis.mp452.42MB
41. 07 Regression/041 Nonlinear Least Square.mp441.29MB
42. 07 Regression/042 Section on Decision Tree.mp435.31MB
43. 07 Regression/043 The Random Forest Approach.mp429.27MB
44. 07 Regression/044 Learning the Chi Square Test.mp426.49MB
45. 07 Regression/045 Case Study on Survival Analysis.mp435.74MB
46. 08 Machine Learning and its Concepts/046 Understanding the Concept of Probability.mp422.6MB
47. 08 Machine Learning and its Concepts/047 Counting the Number of Combinations.mp427.85MB
48. 08 Machine Learning and its Concepts/048 Generating Random Numbers.mp427.59MB
49. 08 Machine Learning and its Concepts/049 Generating Random Sequences.mp410.47MB
50. 08 Machine Learning and its Concepts/050 Converting Probabilities to Quantiles.mp413.76MB
51. 08 Machine Learning and its Concepts/051 Criteria for Plotting a Density Function.mp434.44MB
52. 08 Machine Learning and its Concepts/052 Concept of Data Manipulation.mp418.62MB
53. 08 Machine Learning and its Concepts/053 Module on Machine Learning.mp435.72MB
54. 08 Machine Learning and its Concepts/054 Machine Learning Concepts with R.mp436.69MB
55. 08 Machine Learning and its Concepts/055 Machine Learning Datasets.mp432.77MB
56. 08 Machine Learning and its Concepts/056 Machine learning project with R.mp439.6MB