Data science/ML/AI

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 ➖➖➖➖➖➖➖➖➖➖➖➖➖➖ Join @datascience_bds for more cool repositories. *This channel belongs to @bigdataspecialist group

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 ➖➖➖➖➖➖➖➖➖➖➖➖➖➖ 👉Join @datascience_bds for more👈

Data Analyst vs Data Engineer AVG Salary

Data Scientists Salaries By State

Best Resources For Data Scientists

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 ➖➖➖➖➖➖➖➖➖➖➖➖➖➖ 👉Join @bigdataspecialist for more👈

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 ➖➖➖➖➖➖➖➖➖➖➖➖➖➖ Join @datascience_bds for more cool repositories. *This channel belongs to @bigdataspecialist group

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 ➖➖➖➖➖➖➖➖➖➖➖➖➖➖ 👉Join @datascience_bds for more👈

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Data Visualization by FreeCodeCamp Data is all around us, but it doesn't mean much without shape or context. In the Data Visualization Certification, you'll build charts, graphs, and maps to present different types of data with the D3.js library. You'll also learn about JSON (JavaScript Object Notation), and how to work with data online using an API (Application Programming Interface). Major Topics: ✅ Data Visualization with D3 ✅ JSON APIs and Ajax ✅ Data Visualization Projects ✅ Certification available Course Link #Data #data_visulization #json ➖➖➖➖➖➖➖➖➖➖➖➖➖➖ 👉Join @bigdataspecialist for more👈

Data science roadmap according to OnlineManipal team.

According to this poll which has votes from 871 people by now, most of you are interested in data science. Since we created our @datascience_bds channel I am not posting much data science here. But it's truth that even that channel is a little bit neglected by me recently (due to many obligations I have). To make it up for you I created this data science skills post today. I hope you like it. I am also sending this ⏰ 6 hours long data science course by freecodecamp https://www.youtube.com/watch?v=ua-CiDNNj30 I hope you will like it. Sincerely Yours @bigdataspecialist