June 2021
Beginner
12h 31m
English
Closed Captioning available in English
Overview
In this 12-hour course, "Mastering Probability and Statistics in Python," you'll explore vital concepts of probability and statistics with a focus on practical application and Python implementation. Learn statistical foundations crucial for data science and machine learning by working on real-world examples and coding exercises.
What I will be able to do after this course
- Gain a deep understanding of fundamental probability and statistics concepts.
- Leverage Python to implement statistical and probabilistic methods.
- Develop expertise in applying Bayes' Classifier to real-world datasets.
- Connect theoretical statistical concepts to modern machine learning principles.
- Strengthen your data science foundation with hands-on coding practice.
Course Instructor(s)
AI Sciences OU brings years of experience in education and data science, delivering knowledge with clarity and efficiency. Their focus on making complex concepts approachable reflects in their teaching methods, ensuring learners can understand, apply, and excel in statistical and data science topics. With a mix of theoretical foundations and practical exercises, their courses are crafted to meet the industry demand for hands-on expertise.
Who is it for?
This course is ideally suited for aspiring data scientists, analysts, or professionals seeking to solidify their knowledge in probability and statistics using Python. Beginners with an interest in data science who want to start from foundational concepts and gradually advance will benefit greatly. Current professionals looking to implement statistical methods in real-world scenarios or enhance their workflow through probabilistic reasoning will also find this course valuable. A passion for numbers and basic familiarity with Python is recommended, though not a strict requirement.
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