Data Analysis for Business and Finance
Learn Data Analysis: Descriptive & Inferential Statistics, Regression Analysis, Time Series and much more!
3.96 (133 reviews)
21,664
students
4.5 hours
content
Sep 2020
last update
$13.99
regular price
What you will learn
Understand Statistics from basic to advance level
Learn Descriptive and Inferential Statistics
How to plot different types of data
Exploratory data analysis: graphical and numerical approaches (Mean, Mode, Standard Deviation etc)
Exploring data analysis: Univariate and Bivariate Analysis
Calculate Covariance and Correlation
Understand the Central Limit Theorem
Understand standard deviations
Probability: Essentials and Conditional Probability
Distinguish and work with different types of Probability Distributions (advance level distributions covered extensively)
Calculate the measures of Central Tendency, Asymmetry, and Variability
Understand what a Sampling and Estimation is
Statistical Inference: Perform Hypothesis testing and Estimate Confidence Interval (from basics to deep dive)
Regression Analysis and estimating relationships among variables (including complex level of testing with F-statistics and T-tests)
Time-Series: Simple/Linear/Moving Average/Exponential, Smoothing techniques, Seasonality, Decomposition methods
Make data driven decisions using the above (covering examples)
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Related Topics
3439586
udemy ID
8/22/2020
course created date
8/27/2020
course indexed date
Lee Jia Cheng
course submited by