Udemy - Data Science and Machine Learning with Python and Libraries (Update)

[ FreeCourseWeb.com ] Data Science and Machine Learning with Python and Libraries (Update)



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Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: aac, 44100 Hz

Language: English | VTT | Size: 1.77 GB | Duration: 12 section | 54 lectures | (5h 30m)

What you'll learn

Data Science with Python

Using Python Libraries for Data Science

Data Analysis

Python Libraries such as Numpy, Matplotlib, Pandas

Visualizing Data

Linear Algebra

Statistics

Probability

Hypothesis and Inference

Gradient Descent

Machine Learning

k-Nearest Neighbors

Naive Bayes

Simple Linear Regression

Multiple Regression

Logistic Regression

And Much More!



Requirements

A little bit of Python understanding will be good (not necessary)

Description



WHAT IS DATA SCIENCE



As the world is progressing in science and technology, there is an enormous increase in the need for advanced tools to store information and mine data that is being produced indefinitely. And the key to this problem is data science. Data science is a field of study that develops scientific and systematic methods to record, process and analyze data to withdraw significant and useful information that can be both structured and unstructured. Unstructured data is the one that is generated by mobile devices and websites while structured data is an organized data which is mostly generated by the users e.g. emails, chats, telephone calls etc. Data science uses scientific methods and algorithms to extract knowledge. Industries require the use of this field immensely and the industrialists now realize the value of data science and the benefits it can provide to the business, thus, it has become very popular currently.



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