2025 R 4 0 Programming for Data Science Beginners to Pro

6.29 GB | 17min 47s | mp4 | 1920X1080 | 1.822:1
Genre:eLearning |Language:English

Files Included :
1 - Install R and RStudio for Data Science.mp4 (15.75 MB)
3 - RStudio Introduction.mp4 (90.68 MB)
10 - Miscellaneous Operators.mp4 (29.66 MB)
11 - Function in R.mp4 (35.05 MB)
12 - Data Types in R.mp4 (34.59 MB)
13 - Strings Assignment.mp4 (24.05 MB)
14 - paste Function for String Manipulation.mp4 (21.49 MB)
15 - format Function for Numeric Data Formatting.mp4 (20.98 MB)
16 - Colon Operator for Vector Generation.mp4 (35.14 MB)
17 - Using Operator and c Function to Access Vector Elements.mp4 (19.39 MB)
18 - Vector Manipulation.mp4 (35.41 MB)
19 - List Creation.mp4 (16.74 MB)
20 - Named List.mp4 (15.93 MB)
21 - List Manipulation and Merging.mp4 (25.75 MB)
22 - List to Vectors and Vectors to List.mp4 (19.31 MB)
23 - Introduction to Matrix.mp4 (29.52 MB)
24 - Arithmetic Operations on Matrix.mp4 (30.14 MB)
25 - Arrays Introductions.mp4 (21.66 MB)
26 - Arrays Naming and Accessing the Values.mp4 (52.76 MB)
27 - Factors in R.mp4 (35.03 MB)
28 - If IfElse and IfElseIf Statements.mp4 (29.57 MB)
29 - repeat and while Loops.mp4 (24.88 MB)
30 - for Loop.mp4 (19.78 MB)
31 - next Statement and break Statement.mp4 (20.22 MB)
4 - Variable Assignments.mp4 (24.48 MB)
5 - Rules of Variable Names in R.mp4 (40.25 MB)
6 - Arithmetic Operators.mp4 (21.3 MB)
7 - Relational Operators.mp4 (22.58 MB)
8 - Logical Operators.mp4 (44.26 MB)
9 - Assignment Operators.mp4 (11.65 MB)
32 - Create DataFrame in R.mp4 (45.42 MB)
33 - Get the DataFrame Details.mp4 (31.44 MB)
34 - Working with and Operator.mp4 (18.2 MB)
35 - Access DataFrames Like Matrix.mp4 (27.64 MB)
36 - Modify a DataFrame.mp4 (22.68 MB)
37 - Loading a DataFrame from CSV File.mp4 (29.77 MB)
38 - Load DataFrame from Excel xlsx File.mp4 (64.63 MB)
39 - Loading a DataFrame from XML File.mp4 (77.99 MB)
40 - Loading a DataFrame from json File.mp4 (32.85 MB)
41 - Bind Rows rbind and bindrows.mp4 (86.47 MB)
42 - Bind Columns cbind and bindcols.mp4 (13.51 MB)
43 - Data Frame Selection and Indexing.mp4 (23.98 MB)
44 - Conditional DataFrame Selection with subset.mp4 (84.62 MB)
45 - Working with DateTime in DataFrame.mp4 (76.06 MB)
46 - Export DataFrame in CSV File.mp4 (55.62 MB)
47 - Data Frame Sorting.mp4 (11.05 MB)
48 - Groupby on DataFrame in R.mp4 (61.52 MB)
49 - Data Frame Merge and Join Inner Join.mp4 (115.28 MB)
50 - Left Right and Outer Merge Join of DataFrame in R.mp4 (73.23 MB)
51 - Jupyter Notebook Introduction.mp4 (52.53 MB)
52 - Anaconda Installation for Windows 10.mp4 (45.81 MB)
53 - Anaconda Installation for Linux.mp4 (16.92 MB)
54 - R 4x Installation in Anaconda with Jupyter Notebook.mp4 (79.44 MB)
55 - Jupyter Notebook Shortcuts Part 1.mp4 (29.39 MB)
56 - Jupyter Notebook Shortcuts Part 2.mp4 (80.14 MB)
57 - Jupyter Notebook Shortcuts Part 3.mp4 (108.36 MB)
58 - Jupyter Notebook Shortcuts Part 4.mp4 (46.67 MB)
59 - R Coding Practice with Jupyter Notebook vs RStudio.mp4 (121.79 MB)
60 - Introduction to GGPlot2.mp4 (142.24 MB)
61 - R Packages Installation and Loading.mp4 (48.23 MB)
63 - Covid19 Dataset Loading.mp4 (104.02 MB)
64 - Bar Plot Top 10 Worst Hit Countries.mp4 (64.47 MB)
65 - Add Title Subtitle and Caption in GGPlot.mp4 (53.94 MB)
66 - Change Title and Caption Style Font Size Color and Face.mp4 (31.59 MB)
67 - Change Text Position and Increase Figure Size.mp4 (73.79 MB)
68 - Scatter Plot Point Plot for Covid19 Dataset.mp4 (64.46 MB)
69 - Line Plot for Covid19 Data Confirmed Recovered and Deaths Analysis.mp4 (76.66 MB)
70 - Loading the Boston Housing Price Dataset for Visualization.mp4 (44.82 MB)
71 - Scatter Plot for Boston Housing Data.mp4 (28.61 MB)
72 - Pair Plot Scatter Matrix Plot for Boston Housing Dataset.mp4 (62.38 MB)
73 - Load Titanic Dataset for Visualization.mp4 (60.53 MB)
74 - Data Cleaning and Bar Plot.mp4 (85.6 MB)
75 - Scatter Plot for Titanic Dataset.mp4 (25.52 MB)
76 - Histogram Plot.mp4 (42.65 MB)
77 - Stacked Histogram.mp4 (49.61 MB)
78 - Density Plot.mp4 (47.65 MB)
79 - Box Plot.mp4 (43.66 MB)
80 - Violin Plot.mp4 (20.11 MB)
81 - Jupyter Notebook Opening.mp4 (8.18 MB)
82 - Getting Started with tidyverse and dplyr.mp4 (52.25 MB)
84 - select Select Columns of a Dataframe.mp4 (144.03 MB)
85 - filter Extract subset of Rows.mp4 (65.3 MB)
86 - arrange DataFrame Sorting.mp4 (41.01 MB)
87 - rename Renaming DataFrame Columns.mp4 (15.18 MB)
88 - mutate Compute Transformations of Variables.mp4 (89.5 MB)
89 - groupby Group DataFrame Columnwise.mp4 (74.68 MB)
90 - Pipeline Operator.mp4 (38.22 MB)
91 - distinct Get the Unique Rows.mp4 (34.14 MB)
92 - count tally addcount addtally Count the Unique Values in DataFrame.mp4 (35.98 MB)
93 - renamewith Rename Columns by using Function.mp4 (43.2 MB)
94 - summarise and summarize Create Summary of Columns in a DataFrame.mp4 (21.61 MB)
95 - summariseat summariseif and summariseall Auto Summary of Columns.mp4 (59.17 MB)
96 - slice and slicehead Slice DataFrame Rowwise.mp4 (60.36 MB)
97 - between Shortcut for x left and x right.mp4 (9.29 MB)
98 - cumall cumany and cummean Cumulative Logical Functions.mp4 (20.75 MB)
100 - Load Covid19 Dataset.mp4 (55.78 MB)
101 - Line Plot Daywise Corona Cases.mp4 (124.01 MB)
102 - Style Line Plots.mp4 (90.6 MB)
103 - Marker Styling in R.mp4 (66.28 MB)
104 - Bar Chart Top10 Worst Hit Countries.mp4 (89.14 MB)
105 - Bar Chart with Direct Labels.mp4 (19.61 MB)
106 - Customize Individual Bar Colors.mp4 (37.86 MB)
107 - subplots Complete Cases Analysis for USA.mp4 (79.19 MB)
108 - Daywise Case Analysis with Subplot.mp4 (100.72 MB)
109 - Scatter Plot for Deaths vs Confirmed Cases.mp4 (38.45 MB)
110 - Pie Chart.mp4 (63.67 MB)
111 - Donut Chart.mp4 (14.88 MB)
99 - Plotly Introduction.mp4 (63.06 MB)
112 - What is Machine Learning.mp4 (20.93 MB)
113 - What is Linear Regression.mp4 (21.89 MB)
114 - How Linear Regression Model Works.mp4 (16.37 MB)
115 - Where You Can Use Regression Model.mp4 (46.38 MB)
116 - Types of Linear Regression.mp4 (32.47 MB)
117 - Variables Correlation Analysis.mp4 (66.84 MB)
118 - Crime Analysis in Boston.mp4 (62.71 MB)
119 - Top 10 percentile Crim Area Analysis.mp4 (93.15 MB)
120 - Portion of Population with Lower Status Analysis.mp4 (57.26 MB)
121 - Top 10 percent Portion of Population with Lower Status Analysis.mp4 (53.39 MB)
122 - Build and Train Simple Linear Regression Model.mp4 (123.39 MB)
123 - Null and Alternate Hypothesis pValue and tValue Explained.mp4 (142.72 MB)
124 - RSquared and Adjusted RSquared.mp4 (57.86 MB)
125 - Polynomial Regression Model.mp4 (142.22 MB)
126 - Multiple Variable Simple Linear Regression.mp4 (78.33 MB)]
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