Course Includes:
- Price: FREE
- Enrolled: 26482 students
- Language: English
- Certificate: Yes
- Difficulty: Advanced
Coupon verified 04:52 PM (updated every 10 min)
Course Folder
What You'll Learn
- 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.
Requirements
- 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.
Description
Welcome to "Statistics and Hypothesis Testing for Data Science" – a comprehensive Udemy 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!
Who this course is for:
- Students or professionals in various fields
- including business
- science
- social sciences
- and healthcare
- who want to enhance their data analysis skills.
- Data analysts
- researchers
- and scientists seeking to strengthen their statistical foundations and Python programming skills.
- Anyone interested in gaining a deeper understanding of statistical concepts and their practical applications.
- Beginners with no prior statistical knowledge but with a curiosity to learn and apply statistical methods.
- Professionals looking to advance their career by acquiring valuable statistical and data analysis skills.
- Individuals preparing for standardized tests or exams that include statistical and data analysis components.
Recommended Courses
English Punctuation Simplified
FREE
Solve the Punctuation Puzzle with This Ultimate Guide to English Punctuation Made Easy.
Enrolled
Mastering TOEFL iBT: The Ultimate Preparation Course
FREE
The Path to TOEFL Success: Master It, Surpass It, Ace It, Taste it!
Enrolled
AI for Everyday Life: Practical Applications & Tips
FREE
تعلم حيل الذكاء الاصطناعي لتحسين المهام اليومية وزيادة الإبداع وتوفير الوقت.
Enrolled
Cómo Crear Una Tienda Online Desde Cero Para Principiantes
FREE
Aprende a cómo crear una tienda online desde cero paso a paso, de forma fácil y simple, sin saber de programación.
Enrolled
WP Rocket 2025: Mejora la Velocidad de Carga en WordPress
FREE
Aprende a cómo mejorar la velocidad de carga de un sitio web de WordPress con el plugin WP Rocket.
Enrolled
Professional Diploma: Customer Centricity & Design Thinking
FREE
Professional Diploma: Customer Centricity and Design Thinking by MTF Institute
Enrolled
Getting Started - Apache Iceberg
FREE
Mastering Data Management: Explore Iceberg Architecture, Data Lake Integration
Enrolled
Work-Life Balance Mastery for Career and Life Success
FREE
Boost productivity, set boundaries, and create lasting work-life balance without sacrificing career success
Enrolled
Previous Courses
Microsoft Visio: Create Professional Diagrams with Ease
FREE
Microsoft Visio Essentials: Design Stunning Diagrams Like a Pro, Build Effective Visuals and Diagrams.
Enrolled
GMAT Focus | Quantitative| Master Math Course | 2025 Updated
FREE
GMAT Focus Edition | Problem Solving and Data Sufficiency | 4 Grand Tests | 10 Mini Test | OG Questions
Enrolled
GMAT Verbal | Critical Reasoning | Reading Comp | Verbal DI
FREE
Unlock Advanced Strategies for GMAT Success in Critical Reasoning, Reading Comprehension, and Vebal Data Insights
Enrolled
Mergers & Acquisitions Professional Certificate
FREE
Mergers and Acquisitions Professional Certificate: Mergers, Acquisitions, Consolidations by MTF Institute
Enrolled
Professional Diploma in Administration Management
FREE
Professional Diploma of Administration Manager / in Administration Management by MTF Institute
Enrolled
Internet of Things (IoT) Online Course
FREE
Unlocking the Future: A Comprehensive Guide to IoT Online Course
Enrolled