Python for Data Science: A Beginner’s Guide

Python is a programmer darling for plenty of reasons: the language is easy to read and work with, relatively simple to learn, and popular enough that there’s a great community and plenty of resources available.
And if you needed one more reason to consider starting Python for beginners, it plays an important role in lucrative data careers as well! Learning Python for data science or data analysis will give you a variety of useful skills.

βœ… Free Online Tutorial
🧱 8 modules
πŸƒβ€β™‚οΈ Self paced
Source: learntocodewithme

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Datasets for Data Science and Machine Learning

Ten
years ago, it use be years ago quite difficult to find good datasets for data science and machine learning projects. Today, we have the opposite problem.
We’ve been flooded with lists and lists of datasets. The problem nowadays is not finding datasets, but rather sifting through them to keep the relevant ones.
Well, we’ve done that for you right here.
Below, you’ll find a curated list of free datasets for data science and machine learning, organized by their use case. You’ll find both hand-picked datasets and our favorite aggregators.

βœ… Exploratory Analysis
βœ… General Machine Learning
βœ… Deep Learning
βœ… Natural Language Processing
βœ… Cloud-Based Machine Learning
βœ… Time Series Analysis
βœ… Recommender Systems
βœ… Specific Industries
βœ… Streaming Data
βœ… Web Scraping
βœ… Current Events

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Introduction to Python Programming (for Data Analytics)

Learn the fundamentals of the python programming language for data analytics. Practice and solution resources included.

Rating ⭐️: 4.3 out 5
Students πŸ‘¨β€πŸŽ“ : 10,887
Duration ⏰ : 1hr 48min of on-demand video
Created by πŸ‘¨β€πŸ«: Valentine Mwangi

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Beyond Jupyter Notebooks

Build your own Data science platform with Docker & Python

Rating ⭐️: 4.7 out 5
Students πŸ‘¨β€πŸŽ“ : 5,018
Duration ⏰ : 1hr 26min of on-demand video
Created by πŸ‘¨β€πŸ«: Joshua GΓΆrner

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#data_science #Jupyter #python #Docker
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The Top 5 Machine Learning Libraries in Python

A Gentle Introduction to the Top Python Libraries used in Applied Machine Learning

Rating ⭐️: 4.4 out 5
Students πŸ‘¨β€πŸŽ“ : 103,885
Duration ⏰ : 1hr 27min of on-demand video
Created by πŸ‘¨β€πŸ«: Mike West

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Learn Data Cleaning with Python

Perform Data Cleaning Techniques with the Python Programming Language. Practice and Solution Notebooks included.

Rating ⭐️: 4.1 out 5
Students πŸ‘¨β€πŸŽ“ : 10,171
Duration ⏰ : 50min of on-demand video
Created by πŸ‘¨β€πŸ«: Valentine Mwangi

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Data-Scientist-In-Python

This repository contains notes and projects of Data scientist track from dataquest course work.

Creator: Anshu Trivedi
Stars ⭐️: 55
Forked By: 30
https://github.com/AnshuTrivedi/Data-Scientist-In-Python

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Explore, Track, Predict the ISS in Realtime With Python

Where is the International Space Station, Who's On It? Let's Build a Web App to Find out with Python and Data Science

Rating ⭐️: 4.8 out 5
Students πŸ‘¨β€πŸŽ“ : 11,783
Duration ⏰ : 1hr 13min on-demand video
Created by πŸ‘¨β€πŸ«: Manuel Amunategui

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Statistical Decision Making in Data Science with Case Study

Understand how Statistics is Applied to Data Science Problem like ANOVA, t-test, F-test in Python

Rating ⭐️: 4.3 out 5
Students πŸ‘¨β€πŸŽ“ : 18,612
Duration ⏰ : 52min on-demand video
Created by πŸ‘¨β€πŸ«: Data Science Anywhere, Sudhir G, Convolution Innovations

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weijie-chen/Linear-Algebra-With-Python

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc.

Creator: Weijie Chen
Stars ⭐️: 1.9k
Forked By: 456
https://github.com/weijie-chen/Linear-Algebra-With-Python

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Explore Population Pyramids with Python and Web Applications

Let's Understand Past, Present and Future Population Growth Using Python and Port our Findings to the Web for the World!

Rating ⭐️: 4.6 out 5
Students πŸ‘¨β€πŸŽ“ : 9652
Duration ⏰ : 1hr 4min on-demand video
Created by πŸ‘¨β€πŸ«: Manuel Amunategui

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Learn Statistical Data Analysis with Python

Perform Statistical Data Analysis Techniques with the Python Programming Language. Practice Notebook included.

Rating ⭐️: 4.1 out 5
Students πŸ‘¨β€πŸŽ“ : 4,234
Duration ⏰ : 1hr 2min of on-demand video
Created by πŸ‘¨β€πŸ«: Valentine Mwangi

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Python for Data Visualization: The Complete Masterclass

Transforming Data into Insights: A Comprehensive Guide to Python-based Data Visualization

Rating ⭐️: 4.6 out 5
Students πŸ‘¨β€πŸŽ“ : 29,613
Duration ⏰ : 3.5 hours on-demand video
Created by πŸ‘¨β€πŸ«: Meta Brains

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⚠️ Its free for first 1000 enrollments only!


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Python for Data Science with Assignments

A Comprehensive and Practical Hands-On Guide to Learning Python for Beginners, Aspiring Developers, Self-Learners, etc.

Rating ⭐️: 4.7 out 5
Students πŸ‘¨β€πŸŽ“ : 18046
Duration ⏰ : 9.5 hours on-demand video
Created by πŸ‘¨β€πŸ«: Meritshot Academy

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#python #datascience
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