Udemy - Data Analysis for Business and Finance

[ FreeCourseWeb.com ] Data Analysis for Business and Finance



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MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English | Duration: 26 lectures (4 hour, 34 mins) | Size: 1.1 GB

Learn Data Analysis: Descriptive & Inferential Statistics, Regression Analysis, Time Series and much more!

What you'll 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)



Requirements



No prior knowledge or experience is required. We start from the basics and gradually build up your knowledge and skills.



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