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Professional Certificate in Statistical Thinking for Data Science
Flexible learning: Enroll today to start learning anytime, anywhere
Educational Excellence: Trusted by thousands of learners worldwide
Educational Excellence: Trusted by thousands of learners worldwide
Overview
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Learning outcomes
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Course content
1
Statistical Foundations for Data Science
2
Exploratory Data Analysis
3
Probability and Distributions
4
Statistical Inference and Hypothesis Testing
5
Regression Analysis
6
Statistical Modeling Techniques
7
Data Visualization Principles
8
Experimental Design and A/B Testing
9
Bayesian Thinking in Data Science
10
Ethics in Data Science and Statistics
11
data visualization
12
probability theory
13
hypothesis testing
14
linear regression
15
logistic regression
16
clustering analysis
17
time series analysis
18
dimensionality reduction
19
machine learning algorithms
20
statistical inference
21
Introduction to Statistical Thinking
22
Descriptive Statistics
23
Probability Theory
24
Statistical Inference
25
Hypothesis Testing
26
Linear Regression Analysis
27
Logistic Regression Analysis
28
ANOVA and Experimental Design
29
Time Series Analysis
30
Machine Learning Algorithms
31
Statistical Inference
32
Data Wrangling
33
Machine Learning Basics
34
Statistical Modeling
35
Data Visualization
36
Probability Theory
37
Regression Analysis
38
Hypothesis Testing
39
Time Series Analysis
40
Experimental Design
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
Key facts
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Why this course
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Frequently asked questions
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This course equips learners with essential statistical concepts and techniques to effectively analyze data and make informed decisions in data science.
Earn a Certificate
Showcase your achievement with a professional certificate upon successful course completion.