Udemy - Complete Data Science with Python - Step by Step Guide (2020)

[ FreeCourseWeb.com ] Complete Data Science with Python: Step by Step Guide (2020)



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MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English + .srt | Duration: 49 lectures (4 hour, 46 mins) | Size: 1.26 GB

Learn entire Probability and Statistics, Python, Data Gathering and Cleaning, Machine Learning and Data Visualization

What you'll learn



Become a well round Data Scientist

Python Programming for Data Science

Complete working flow of Data Science project

Role of Data Scientist in Today's World

How to apply Probability concepts to Solve real life problems

Collecting Data from API (Application Programming Interface)

Collecting Data from JSON

Collecting Data from Local file, and CSV and Excel

Learn different techniques to clean the data

Probability for Data Science - Probability definition, Random Variables, Probability Distribution, Bayes' Theorem

Discrete and Continuous Probability Distribution

Basic Statistical Concepts for Data Science

Learn about Collections in Python

What is Machine Learning and its types

Machine Learning Models - Simple and Multiple Linear Regression, Advance Linear Regression, Decision Tree, SVM, K-means Clustering

Supervised and Unsupervised machine learning models

Learn to use the popular library Scikit-learn in your projects

Learn to perform Classification and Regression modelling

Probability Distributions - Binomial Distribution, Normal Distribution and Poisson Distribution

Statistical Concepts - Mean, Mode, Median and Standard Deviation

Data Visualization



Requirements



IMPORTANT - You should be enthusiastic to learn Data Science

Be able to understand English

Basic knowledge of Computers

Rest everything leave it to us, we will take you from novice to expert!



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