Statistics and Hypothesis Testing for Data science
"Mastering Data Analysis and Making Informed Decisions with Statistical Hypothesis Testing in Data Science".
Lectures -36
Resources -1
Quizzes -5
Duration -4 hours
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Course Description
Welcome to "Data Science Essentials: Statistical Inference and Hypothesis Testing" – a comprehensive course that will empower you with the essential statistical knowledge and data analysis skills needed for success in the world of data science.
Here's what you'll learn:
Delve into the world of data-driven insights and discover how statistics plays a pivotal role in shaping our understanding of information.
Equip yourself with the essential Python skills required for effective data manipulation and visualization.
Learn to categorize data, setting the stage for meaningful analysis.
Discover how to summarize data with measures like mean, median, and mode.
Explore the variability in data using concepts like range, variance, and standard deviation.
Understand relationships between variables with correlation and covariance.
Grasp the shape and distribution of data using techniques like quartiles and percentiles.
Learn to standardize data and calculate z-scores.
Dive into probability theory and its practical applications.
Lay the foundation for probability calculations with set theory.
Explore the probability of events under certain conditions.
Uncover the power of Bayesian probability in real-world scenarios.
Solve complex counting problems with ease.
Understand the concept of random variables and their role in probability.
Explore various probability distributions and their applications.
This course will empower you with the knowledge and skills needed to analyze data effectively, make informed decisions, and apply statistical methods in a data science context. Whether you're a beginner or looking to deepen your statistical expertise, this course is your gateway to mastering statistics for data science. Enroll now and start your Journey!
Goals
What will you learn in this course:
- Fundamental concepts and importance of statistics in various fields.
- How to use statistics for effective data analysis and decision-making.
- Introduction to Python for statistical analysis, including data manipulation and visualization.
- Different types of data and their significance in statistical analysis.
- Measures of central tendency, spread, dependence, shape, and position.
- How to calculate and interpret standard scores and probabilities.
- Key concepts in probability theory, set theory, and conditional probability.
- Understanding Bayes' Theorem and its applications.
- Permutations, combinations, and their role in solving real-world problems.
- Practical knowledge of various statistical tests, including t-tests, chi-squared tests, and ANOVA, for hypothesis testing and inference.
Prerequisites
What are the prerequisites for this course?
- Access to a computer with internet connectivity.
- A basic understanding of mathematics, including algebra and arithmetic.
- Familiarity with fundamental concepts in data analysis and problem-solving.
- A willingness to learn and engage with statistical concepts and Python programming.
- Basic knowledge of Python is a plus but not mandatory.
Curriculum
Check out the detailed breakdown of what’s inside the course
Introduction to Statistics
4 Lectures
- Introduction to Statistics and its importance 05:58 05:58
- Explain the role of statistics in data analysis 05:22 05:22
- Introduction to Python for Statistical Analysis 05:31 05:31
- Quiz on Introduction to Statistics
Introduction to Descriptive Statistics
7 Lectures
Introduction to Basic and Conditional Probability
8 Lectures
Introduction to Inferential Statistics
11 Lectures
Introduction to Hypothesis Testing
6 Lectures
Instructor Details
Meritshot
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