Data science/ML/AI
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Data science and machine learning hub

Python, SQL, stats, ML, deep learning, projects, PDFs, roadmaps and AI resources.

For beginners, data scientists and ML engineers
πŸ‘‰ https://rebrand.ly/bigdatachannels

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Contact: @mldatascientist
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Udacity Artificial Intelligence Course

Here's an interesting course where you’ll learn the basics and applications of AI, including: machine learning, probabilistic reasoning, robotics, computer vision, and natural language processing.

Course Link: Enroll Now

#machine_learning #datascience #datanalysis #neural_networks #deep_learning #ai #python

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Introduction to Tensorflow and Keras

Enroll in this TensorFlow and Keras course to gain in-depth knowledge of TensorFlow, Keras, Neural Networks, and CNN. Learn to solve Deep Learning problems through sample demonstrations.

Course Link

#machine_learning #datascience #datanalysis #neural_networks #deep_learning #ai #python

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Python course by kaggle
Learn the most important language for data science.

🎬 8 lessons
⏰ 5 hours


https://www.kaggle.com/learn/python

#python
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CS109 Data Science
By Harvard University

βŒ›οΈ 12 weeks
βœ… Video lectures
βœ… Slides
βœ… Lab exercises

πŸ”— http://cs109.github.io/2015/pages/videos.html

Note: i have issues with first video link but others are fine.

#datascience #python #harvard
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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

πŸ”— Course Link


#Data_Science #python #Python_For_Data_Science
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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

πŸ”— Source Link


#Data_Science #python #datasets
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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

πŸ”— Course Link


#data_analytics #data #python #programming
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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

πŸ”— Course Link


#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

πŸ”— Course Link


#Python #Libraries #Machine_Learning #programming
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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

πŸ”— Course Link


#datascience #data_cleaning #python
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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

#machine #learning #datascience #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

πŸ”— Course Link


#Data_Science #python #ISS
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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

πŸ”— Course Link


#Data_Science #python
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