Introduction to R

Master the basics of data analysis in R, including vectors, lists, and data frames, and practice R with real data sets.

⏰ Free Online Course
⏰ 9 Module
⏰ Duration  : 4 hours
🏃‍♂️ Self paced       
Offered by: datacamp

🔗 Course Link

#R #data_science
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AI-Expert-Roadmap

Below you find a set of charts demonstrating the paths that you can take and the technologies that you would want to adopt in order to become a data scientist, machine learning or an AI expert. We made these charts for our new employees to make them AI Experts but we wanted to share them here to help the community.

Creator: AMAI GmbH
Stars ⭐️: 26.7k
Forked By: 2.3k
https://github.com/AMAI-GmbH/AI-Expert-Roadmap
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Free Statistics Courses

Statistics For Applications (Fall 2016)
🆓 Free Online Course
🎬 video lessons
📄 Notes
🏃‍♂️ Self paced
Duration ⏰: more than 2 hours worth of material
Source: MIT
🔗 Course Link

Statistics with MATLAB
🆓 Free Online Course
Rating⭐️: 4.8 out 5
Students 👨‍🎓 : 7,424
Duration ⏰ : 4hr 59min of on-demand video
Teacher 👨‍🏫: Prof. Dr. Academic Educator
🔗 Course Link

Statistics - A Full University Course on Data Science Basics
🆓 Free Online Course
🎬 video lesson
🏃‍♂️ Self paced
Duration ⏰: more than 8 hours worth of material
Source: FreeCodeCamp
🔗 Course Link

Statistics and data literacy for non-statisticians
🆓 Free Online Course
Rating⭐️: 4.6 out 5
Students 👨‍🎓 : 25,589
Duration ⏰ : 1hr 36min of on-demand video
Teacher 👨‍🏫: Mike X Cohen
🔗 Course Link

Statistics
🆓 Free Online Course
🎬 video lessons
🏃‍♂️ Self paced
Duration ⏰: More than 4 hours worth of material
Source: freevideolectures
🔗 Course Link

Math for Middle Schoolers: Statistics
🆓 Free Online Course
Rating⭐️: 4.6 out 5
Students 👨‍🎓 : 6,535
Duration ⏰ : 42min of on-demand video
Teacher 👨‍🏫: Abinaya Anbuchelvan
🔗 Course Link

NPTEL IIT Statistics Courses
NOC:Engineering Statistics, IIT Bombay
NOC:Applied Statistics and Econometrics, IIT Kanpur
NOC:Descriptive Statistics with R Software, IIT Kanpur
NOC:Business Statistics, IIT Roorkee
NOC:Introduction to Probability Theory and Statistics, IIT Delhi
Probability and Statistics, IIT Kharagpur
NOC:Probability and Statistics, IIT Kharagpur
NOC:Introduction to probability and Statistics, IIT Madras

Statistics and Probability Full Course || Statistics For Data Science
🆓 Free Online Course
🎬 Video lesson
Duration ⏰ :10-11 hrs of on-demand video
🏃‍♂️ Self paced
Source: YouTube
🔗 Course Link


Books
Introduction to Statistics and Data Analysis
Introductory Statistics
Probability and Statistics: The Science of Uncertainty


#Statistics #probability #statistics_and_probability
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Best Resources For Data Scientists

Data Scientists Salaries By State

Data Analyst vs Data Engineer AVG Salary

Introduction to Data Science for Complete Beginners

Most Frequent Questions about Data Science are answered in this course

Rating ⭐️: 4.5 out 5
Students 👨‍🎓 : 20,754
Duration ⏰ : 1hr 59min on-demand video
Created by 👨‍🏫: Fahad Masood Reda

🔗 Course Link

#data_science
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PySpark Cheat Sheet

A quick reference guide to the most commonly used patterns and functions in PySpark SQL.


Creator: kevinschaich
Stars ⭐️: 273
Forked By: 95
https://github.com/kevinschaich/pyspark-cheatsheet
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Data Science vs. Data Analytics

Genetic Algorithms With Python

Source code from the book Genetic Algorithms with Python by Clinton Sheppard



Creator: handcraftsman
Stars ⭐️: 1.1k
Forked By: 462
https://github.com/handcraftsman/GeneticAlgorithmsWithPython
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ML algorithms cheat sheet

Learning path to become data scientist