[ FreeCourseWeb ] 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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