About this Course

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Shareable Certificate
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100% online
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Approx. 14 hours to complete
English

What you will learn

  • Write Python code to conduct various statistical tests including a T test, an ANOVA, and regression analysis.

  • Interpret the results of your statistical analysis after conducting hypothesis testing.

  • Calculate descriptive statistics and visualization by writing Python code.

  • Create a final project that demonstrates your understanding of various statistical test using Python and evaluate your peer's projects.

Skills you will gain

  • Probability And Statistics
  • Regression Analysis
  • Data Visualization (DataViz)
  • Statistical Hypothesis Testing
  • Basic Descriptive Statistics
Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Approx. 14 hours to complete
English

Offered by

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IBM Skills Network

Syllabus - What you will learn from this course

Week
1
Week 1
1 hour to complete

Course Introduction and Python Basics

1 hour to complete
2 videos (Total 6 min), 2 readings, 1 quiz
Week
2
Week 2
1 hour to complete

Introduction & Descriptive Statistics

1 hour to complete
4 videos (Total 19 min)
Week
3
Week 3
1 hour to complete

Data Visualization

1 hour to complete
4 videos (Total 19 min)
Week
4
Week 4
2 hours to complete

Introduction to Probability Distributions

2 hours to complete
5 videos (Total 21 min), 2 readings, 3 quizzes

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About the Data Science Fundamentals with Python and SQL Specialization

Data Science Fundamentals with Python and SQL

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