Beginner Data Science and Machine Learning Bootcamp
Learn Data Science and Machine Learning fast and easy!
Welcome to the Beginner Data Science and Machine Learning Bootcamp! In this comprehensive course, you will embark on a journey to learn the foundations of data science and machine learning in a fast and easy way.
Data science is a rapidly growing field that involves extracting insights and knowledge from data. In this course, you will learn the fundamental concepts, techniques, and tools used in data science. You will gain hands-on experience in data manipulation, exploratory data analysis, data visualization, and statistical analysis using Python and popular libraries such as NumPy, Pandas, and Matplotlib.
Moving forward, you will delve into the exciting world of machine learning. You will understand the principles of supervised and unsupervised learning, and explore popular algorithms such as linear regression, logistic regression, decision trees, and clustering. You will also learn how to evaluate and fine-tune your models to achieve optimal performance.
Throughout this bootcamp, you will work on real-world projects and practical exercises that simulate the challenges faced by data scientists. By the end of the course, you will have a solid foundation in data science and machine learning, enabling you to tackle data-driven problems and make informed decisions.
Don't miss this opportunity to kickstart your journey in data science and machine learning. Enroll now and gain the essential skills to navigate the exciting field of data science with confidence and ease!
Your Instructor
Alexandra Kropf is Mammoth Interactive's CLO and a software developer with extensive experience in full-stack web development, app development and game development. She has helped produce courses for Mammoth Interactive since 2016, including the Coding Interview series in Java, JavaScript, C++, C#, Python and Swift.
Mammoth Interactive is a leading online course provider in everything from learning to code to becoming a YouTube star. Mammoth Interactive courses have been featured on Harvardโs edX, Business Insider and more.
Over 12 years, Mammoth Interactive has built a global student community with 4 million courses sold. Mammoth Interactive has released over 350 courses and 3,500 hours of video content.
Founder and CEO John Bura has been programming since 1997 and teaching
since 2002. John has created top-selling applications for iOS, Xbox and
more. John also runs SaaS company Devonian Apps, building
efficiency-minded software for technology workers like you.
Course Curriculum
-
Start00. Intro To Course And Python (9:57)
-
Start01. Variables (19:19)
-
Start02. Type Conversion Examples (10:06)
-
Start03. Operators (28:54)
-
Start04. Collections (8:24)
-
Start05. List Examples (19:41)
-
Start06. Tuples Examples (8:36)
-
Start07. Dictionaries Examples (14:26)
-
Start08. Ranges Examples (8:32)
-
Start09. Conditionals (6:43)
-
Start10. If Statement Examples (21:32)
-
Start11. Loops (29:42)
-
Start12. Functions (17:01)
-
Start13. Parameters And Return Values Examples (13:54)
-
Start14. Classes And Objects (34:11)
-
Start15. Inheritance Examples (17:29)
-
Start16. Static Members Examples (11:05)
-
Start17. Summary And Outro (4:08)