Professional Certificate in Statistical Analysis for Data Science

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Overview

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Learning outcomes

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Course content

1

Statistical Foundations for Data Science

2

Data Exploration and Visualization

3

Probability Theory for Data Analysis

4

Inferential Statistics

5

Regression Analysis

6

Hypothesis Testing

7

Time Series Analysis

8

Machine Learning Fundamentals

9

Data Ethics and Responsible Use

10

Statistical Programming with R or Python

11

Data Preparation and Cleaning

12

Descriptive Statistics

13

Probability Distributions

14

Statistical Inference

15

Hypothesis Testing

16

Linear Regression

17

Logistic Regression

18

Time Series Analysis

19

Experimental Design

20

Machine Learning Algorithms

Duration

The programme is available in two duration modes:
Fast track - 1 month
Standard mode - 2 months

Course fee

The fee for the programme is as follows:
Fast track - 1 month: GBP £140
Standard mode - 2 months: GBP £90

Career Path

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Key facts

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Why this course

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Frequently asked questions

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Enhance your data analysis skills with this professional certificate, covering statistical methods, tools, and techniques essential for data science.

Showcase your achievement with a professional certificate upon successful course completion.