Data science/ML/AI

Python Data Science Handbook Python Data Science Handbook: full text in Jupyter Notebooks. This repository contains the entire Python Data Science Handbook, in the form of (free!) Jupyter notebooks. Creator: Jake Vanderplas Stars⭐️: 39k Fork: 17.1K Repo: https://github.com/jakevdp/PythonDataScienceHandbook ➖➖➖➖➖➖➖➖➖➖➖➖➖➖ Join @datascience_bds for more cool data science materials. *This channel belongs to @bigdataspecialist group

Data Science Projects - Data Analysis & Machine Learning Learn how to build Data Science Projects with Python. Classification, Time-Series and NLP Projects. Not for beginners. Rating ⭐️: 4.8 out 5 Students 👨‍🎓 : 5,201 Duration ⏰ : 1hr 44min on-demand video Created by 👨‍🏫: Onur Baltacı 🔗 Course Link #Projects #Data_Analysis #Machine_Learning #Data_Science ➖➖➖➖➖➖➖➖➖➖➖➖➖➖ 👉Join @bigdataspecialist for more👈

Machine Learning & Data Science from Caltech This is an introductory course in machine learning (ML) that covers the basic theory, algorithms, and applications. ML is a key technology in Big Data, and in many financial, medical, commercial, and scientific applications. It enables computational systems to adaptively improve their performance with experience accumulated from the observed data. ML has become one of the hottest fields of study today, taken up by undergraduate and graduate students from more than 20 different majors at Caltech. This course balances theory and practice, and covers the mathematical as well as the heuristic aspects. ⏰ Free Online Course 🎬 18 Video lessons 📁 downloadable resources 🏃‍♂️ Self paced Offered by: Caltech 🔗 Course link #Machine #Leaning #machinelearning #data_science ➖➖➖➖➖➖➖➖➖➖➖➖➖➖ 👉Join @bigdataspecialist for more👈

Data Science for Beginners - A Curriculum Azure Cloud Advocates at Microsoft are pleased to offer a 10-week, 20-lesson curriculum all about Data Science. Each lesson includes pre-lesson and post-lesson quizzes, written instructions to complete the lesson, a solution, and an assignment. Our project-based pedagogy allows you to learn while building, a proven way for new skills to 'stick'. Creator: Microsoft Stars⭐️: 21.6k Fork: 4.3K Repo: https://github.com/microsoft/Data-Science-For-Beginners ➖➖➖➖➖➖➖➖➖➖➖➖➖➖ Join @datascience_bds for more cool data science materials. *This channel belongs to @bigdataspecialist group

15 Different Types of Data Scientists [with Responsibilities] A Data Scientist is a person who uses his/her skillset to gather, manage and store data for analysis. This is not easy as it sounds; a single person cannot do handling and engineer data. Proficiency in programming, mathematics, statistics, databases, etc., are some of the basic skills required to pursue different data science types of activities. Creating various types of data science models is the key responsibility of a data scientist. Financial models, Business models, and Machine learning models are some of the models which are developed by different types of data scientists. Data science is a broad term; the number of activities involved in data science is classified among professionals called Data Scientists. Let's explore the different types of data scientists along with their responsibilities. 🔗 Article Link #Data_Science #Data #Science #datascience_types ➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖ Join @datascience_bds for more cool data science materials. *This channel belongs to @bigdataspecialist group

INTRODUCTION TO DATA SCIENCE/Machine Learning In this course, I include easy-to-understand materials covering topics from data mining and machine learning. I try to explain the algorithms and the mathematics behind those algorithms in such a way that the resources do not overwhelm the learners. At the same time, I make sure that each lecture has adequate core content to build a data science foundation. I am still creating content and adding them to this curriculum. 🆓 Free Online Course 🎬 video lessons 🏃‍♂️ Self paced Modules ⏰: 6 Source: computing4all 🔗 Course Link #Data_Science #Data #Science ➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖ Join @datascience_bds for more cool data science materials. *This channel belongs to @bigdataspecialist group

Data Science and Machine Learning by Dirk P. Kroese, Zdravko I. Botev, Thomas Taimre, Radislav Vaisman 📄 533 pages 🔗 Book Link #data_science #machinelearning ➖➖➖➖➖➖➖➖➖➖➖➖➖ Join @datascience_bds for more

Basics of Pandas for Data Analysis & Data Science Learn Basics of Pandas for Data Analysis , Data Manipulation , Data Visualisation & Data Science Rating ⭐️: 4.6 out 5 Students 👨‍🎓 : 2,376 Duration ⏰ : 1hr 55min on-demand video Created by 👨‍🏫: Shan Singh 🔗 Course Link #Pandas #Data_Analysis #Data_Visualization #Data_Science ➖➖➖➖➖➖➖➖➖➖➖➖➖➖ 👉Join @bigdataspecialist for more👈

Data Analysis Masterclass Using Spreadsheet, MS excel and Tableau This is a Condensed course that will teach you all you need to know about how to get started and get going with data analysis we will start with learning how to use Excel and spreadsheet then use Tableau for Data analysis. This course is made for anyone who wants to learn the art of Data analysis and data visualization. We will begin by learning how to use Excel and Spreadsheet then we will learn the various steps for doing data analysis which are data cleaning, preparation and finally data visualization after which we will use all of these learned skills to create a real interaction dashboard for our projects in Tableau. This course should prepare you to utilize Excel, Spreadsheet and Tableau to do your next analysis with confidence. You will be able to proudly showcase your skills to the world and add it to your resume. 🆓 Free Online Course 🎬 video lessons 🏃‍♂️ Self paced Modules ⏰: 4 Source: Skill Share 🔗 Course Link #Data_Analysis #Excel #Tableau ➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖ Join @datascience_bds for more cool data science materials. *This channel belongs to @bigdataspecialist group