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.
This course includes:
- 4.5 hours on-demand video
- 1 downloadable resource
- Access on mobile and TV
- Certificate of completion
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.
How to Get this course FREE?
Get a 100% Discount On Udemy courses by clicking on the Apply Here Button. This Course coupon code is automatically added to the Apply Here Button.
Apply this Coupon: C16F873E9BC7E414C643 is applied (For 100% Discount)
For Latest Udemy Courses Coupon, Join Our Official Free Telegram Group :https://t.me/freecourseforall
Note: The udemy Courses Will be free for a Maximum of 1000 Learners can use the promo code AND Get this course for 100% Free. After that, you will get this course at a discounted price.
Important Notice and Disclaimer:- CareerBoostZone platform is a free Job Sharing platform for all the Job seekers. We don’t charge any cost and service fee for any job which is posted on our website, neither we have authorized anyone to do the same. Most of the jobs posted over Seekajob are taken from the career pages of the organizations. Jobseekers/Applicants are advised to check all the details when they apply for the job to avoid any inconvenience.
