Data Analytics And Visualization Using Excel and Python

16.3 GB | 19min 3s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :
1 Excel Applications.mp4 (123.12 MB)
2 Understanding the Excel Interface.mp4 (331.86 MB)
3 Sorting and Filtering.mp4 (265.02 MB)
4 Conditional Formatting.mp4 (164.78 MB)
1 Introduction to Statistics and its importance.mp4 (106.74 MB)
10 Measures of Standard Scores.mp4 (78.56 MB)
12 Introduction to Basic Probability.mp4 (176.19 MB)
13 Introduction to Set Theory.mp4 (106.38 MB)
14 Introduction to Conditional Probability.mp4 (74.6 MB)
15 Introduction to Bayes Theorem.mp4 (118.02 MB)
16 Introduction to Permutations and Combinations.mp4 (112.31 MB)
17 Introduction to Random Variables.mp4 (80.7 MB)
18 Introduction to Probability Distribution Functions.mp4 (202.66 MB)
2 Explain the role of statistics in data analysis.mp4 (88.56 MB)
20 Introduction to Normal Distribution.mp4 (215.65 MB)
21 Introduction to Skewness and Kurtosis.mp4 (143.94 MB)
22 Introduction to Statistical Transformations.mp4 (212.25 MB)
23 Introduction to Sample and Population Mean.mp4 (73.47 MB)
24 Introduction to Central Limit Theorem.mp4 (75.19 MB)
25 Introduction to Bias and Variance.mp4 (114.28 MB)
26 Introduction to Maximum Likelihood Estimation.mp4 (101.78 MB)
27 Introduction to Confidence Intervals.mp4 (78.19 MB)
28 Introduction to Correlations.mp4 (270.87 MB)
29 Introduction to Sampling Methods.mp4 (256.49 MB)
3 Introduction to Python for Statistical Analysis.mp4 (92.58 MB)
31 Fundamentals of Hypothesis Testing.mp4 (108.79 MB)
32 Introduction to T Tests.mp4 (138.56 MB)
33 Introduction to Z Tests.mp4 (88.38 MB)
34 Introduction to Chi Squared Tests.mp4 (231.76 MB)
35 Introduction to Anova Tests.mp4 (54.13 MB)
5 Types of Data.mp4 (126.85 MB)
6 Measures of Central Tendency.mp4 (104.82 MB)
7 Measures of Spread.mp4 (71.16 MB)
8 Measures of Dependence.mp4 (74 MB)
9 Measures of Shape and Position.mp4 (145.5 MB)
1 Introduction to Numpy Arrays.mp4 (124.11 MB)
2 Introduction to Numpy Operations.mp4 (193.23 MB)
3 Introduction to Pandas.mp4 (96.97 MB)
4 Introduction to Series and DataFrames.mp4 (175.27 MB)
5 Reading CSV and JSON Data using Pandas.mp4 (61.85 MB)
6 Analyzing the Data using Pandas.mp4 (53.34 MB)
1 Indexing, Selecting, and Filtering Data.mp4 (246.94 MB)
2 Merging and Concatenation using Pandas.mp4 (122.87 MB)
3 Correlation and Plotting using Pandas.mp4 (157.37 MB)
4 Introduction to Lambda, Map and Apply Functions.mp4 (82.63 MB)
5 Introduction to Grouping Operations using Pandas.mp4 (149.92 MB)
6 Introduction to Cross Tabulation using Pandas.mp4 (59.3 MB)
7 Introduction to Filtering Operations using Pandas.mp4 (130.44 MB)
8 Interactive Grouping and Filtering Operations.mp4 (159.8 MB)
1 Factors for good Data Visualization.mp4 (199.63 MB)
2 Introduction to Univariate Data Visualizations.mp4 (149.51 MB)
3 Introduction to Bivariate Data Visualizations.mp4 (50.63 MB)
4 Plotting two Categorical Variables.mp4 (67.54 MB)
5 Introduction to Multivariate Data Visualizations.mp4 (70.02 MB)
6 Introduction to Heatmaps and Pairplots.mp4 (131.25 MB)
1 Colorscales, Facet Grids, and Sub plots.mp4 (323.53 MB)
2 Introduction to 3D Data Visualization.mp4 (98.64 MB)
3 Introduction to Interactive Data Visualization.mp4 (131.12 MB)
4 Introduction to Maps using Plotly.mp4 (140.85 MB)
5 Introduction to Funnel and Gantt Charts using Plotly.mp4 (250.76 MB)
6 Introduction to Animated Data Visualizations using Plotly.mp4 (184.78 MB)
1 Introductions to Statistical Functions.mp4 (177.49 MB)
2 Introduction to Mathematical Functions.mp4 (151.39 MB)
3 Introduction to Financial Functions.mp4 (77.78 MB)
1 Introduction to Lookup Functions.mp4 (151.01 MB)
2 Introduction to Index and Match.mp4 (143.24 MB)
3 Introduction to Pivot Tables.mp4 (176.51 MB)
4 Introduction to Pivot Charts.mp4 (183.33 MB)
1 Introduction to Logical Function.mp4 (124.29 MB)
2 Formatting Cells based on Logical Functions.mp4 (88.93 MB)
3 Introduction to Text Functions.mp4 (121.94 MB)
4 Formatting cells based on Text Functions.mp4 (173.9 MB)
1 Introduction to Date and Time Functions.mp4 (139.67 MB)
2 Basics of Data Cleaning in Excel.mp4 (172.21 MB)
3 Basics of Feature Engineering in Excel.mp4 (126.91 MB)
4 Introduction to Power Query in Excel.mp4 (101.29 MB)
1 Scenario Manager.mp4 (147.97 MB)
2 Goal Seek.mp4 (95.28 MB)
3 Data Tables.mp4 (347.88 MB)
4 Solver Package.mp4 (132.33 MB)
1 Data Visualization Best Practices.mp4 (184.75 MB)
2 Types of Charts in Excel.mp4 (98.7 MB)
3 Creating and Formatting Charts.mp4 (77.81 MB)
4 Creating and Formatting Dashboards.mp4 (77.79 MB)
1 Introduction to Linear Regression.mp4 (184.67 MB)
2 Preliminary Forecasting Analysis.mp4 (98.73 MB)
3 Simple Forecasting Methods.mp4 (98.69 MB)
4 Powerful Forecasting Methods.mp4 (77.78 MB)
1 Real world use cases of Python.mp4 (94.61 MB)
10 Introduction to Stacks and Queues.mp4 (108.5 MB)
11 Introduction to Space and Time Complexity.mp4 (195.94 MB)
12 Introduction to Sorting Algorithms.mp4 (132.24 MB)
13 Introduction to Searching Algorithms.mp4 (132.87 MB)
15 Introduction to Parameters and Arguments.mp4 (233.95 MB)
16 Introduction to Python Modules.mp4 (92.94 MB)
17 Introduction to Filter, Map, and Zip Functions.mp4 (216.04 MB)
18 Introduction to Lambda Functions.mp4 (111.74 MB)
19 Introduction to List, Set and Dictionary Comprehensions.mp4 (165.29 MB)
2 Installation of Anaconda for Windows and macOS.mp4 (51.3 MB)
20 Introduction to Analytical and Aggregate Functions.mp4 (131.68 MB)
22 Introduction to Strings.mp4 (86.82 MB)
23 Introduction to Important String Functions.mp4 (166.7 MB)
24 Introduction to String Formatting and User Input.mp4 (126.68 MB)
25 Introduction to Meta Characters.mp4 (314.09 MB)
26 Introduction to Built-in Functions for Regular Expressions.mp4 (115.98 MB)
27 Special Characters and Sets for Regular Expressions.mp4 (115.04 MB)
29 Introduction to Conditional Statements.mp4 (55.59 MB)
3 Introduction to Variables.mp4 (118.08 MB)
30 Introduction to For Loops.mp4 (30.91 MB)
31 Introduction to While Loops.mp4 (44.99 MB)
32 Introduction to Break and Continue.mp4 (25.07 MB)
33 Using Conditional Statements in Loops.mp4 (49.66 MB)
34 Nested Loops and Conditional Statements.mp4 (69.4 MB)
36 Introduction to OOPs Concept.mp4 (88.03 MB)
37 Introduction to Inheritance.mp4 (73.57 MB)
38 Introduction to Encapsulation.mp4 (54.33 MB)
39 Introduction to Polymorphism.mp4 (83.9 MB)
4 Introduction to Data Types and Type Casting.mp4 (134.77 MB)
40 Introduction to Date and Time Class.mp4 (122.6 MB)
41 Introduction to TimeDelta Class.mp4 (83.16 MB)
5 Scope of Variables.mp4 (150.94 MB)
6 Introduction to Operators.mp4 (388.21 MB)
8 Introduction to Lists and Tuples.mp4 (251.38 MB)
9 Introduction to Sets and Dictionaries.mp4 (194.36 MB)]
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