YoVDO

Data Science with Python Full Course

Offered By: Great Learning via YouTube

Tags

Python Courses Statistics & Probability Courses Data Science Courses Databases Courses Data Visualization Courses Machine Learning Courses Deep Learning Courses Neural Networks Courses Probability Courses Exploratory Data Analysis Courses

Course Description

Overview

Embark on a comprehensive 11-hour journey through the world of data science, covering essential topics from basic concepts to advanced techniques. Learn about statistics, Python programming, machine learning, probability, database technologies, exploratory data analysis, data visualization, deep learning, and neural networks. Gain practical skills and knowledge to kickstart your career in this rapidly growing field, with demonstrations and examples to reinforce your understanding of key data science concepts and applications.

Syllabus

​.
​ Introduction.
​ Agenda.
​ Basics of Data Science.
​ Statistics for Data Science .
​ Python for Data Science.
​ Machine Learning.
​ Probability for Data Science.
​ Database Technologies.
​ Exploratory Data Analysis.
​ Data Visualization for Data Science.
​ Deep Learning.
​ Neural Networks.
​ Summary.


Taught by

Great Learning

Related Courses

Neural Networks for Machine Learning
University of Toronto via Coursera 機器學習技法 (Machine Learning Techniques)
National Taiwan University via Coursera Machine Learning Capstone: An Intelligent Application with Deep Learning
University of Washington via Coursera Прикладные задачи анализа данных
Moscow Institute of Physics and Technology via Coursera Leading Ambitious Teaching and Learning
Microsoft via edX