NOC:Python for Data Science, IIT Madras

🆓 Free Online Course
💻 40 Lecture Videos
⏰ 5 Module
🏃‍♂️ Self paced
Teacher 👨‍🏫 : Prof. Ragunathan Rengasamy

🔗 https://nptel.ac.in/courses/106106212


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Visualisation: visual representations of data and information

Modern society is often referred to as 'the information society' - but how can we make sense of all the information we are bombarded with? In this free course, Visualisation: visual representations of data and information, you will learn how to interpret, and in some cases create, visual representations of data and information that help us to see things in a different way.

⏰ Free Online Course
⏰ 9 Module
⏰ Duration : 8 hours
🏃‍♂️ Self paced
Offered by: openlearn

🔗 Course link

#Data #Visualization #data_science
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Artificial Neural Network for Regression

Rating ⭐️: 4.6 out of 5
Duration ⏰: 1hr 11min on-demand video
Students 👨‍🏫: 49,827
Created by: Hadelin de Ponteves, SuperDataScience Team, Ligency Team

🔗 Course link


#ai #ml #neural_networks #machine_learning #data_science #regression
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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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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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Data Science

Level 1: Foundation - Want to keep up with the buzz words, this course is for you. No coding is taught here

Rating ⭐️: 4.5 out 5
Students 👨‍🎓 : 7,884
Duration ⏰ : 31min of on-demand video
Created by 👨‍🏫: Akaaro Consulting and Training

🔗 Course Link


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Free Data Science Courses

Introduction to Computational Thinking and Data Science (Fall 2016)
🆓 Free Online Course
🎬 video lessons
🏃‍♂️ Self paced
Duration ⏰: 12 hours worth of material
Source: MIT
🔗 Course Link

FreeCodeCamp Data Science Courses
Intro to Data Science - Crash Course for Beginners
Data Science Hands-On Crash Course
Python for Data Science - Course for Beginners (Learn Python, Pandas, NumPy, Matplotlib)
Statistics - A Full University Course on Data Science Basics
Build 12 Data Science Apps with Python and Streamlit - Full Course

NOC:Python for Data Science, IIT Madras
🎬 video lessons
⏰ 4 Modules
Taught by: Prof. Ragunathan Rengasamy
Source: NPTEL
🔗 Course Link

Data Science Foundations
🆓 Free Online Course
🎬 video lessons
🏃‍♂️ Self paced
Duration ⏰: 2 hours of material
Source: Great Learning
🔗 Course Link

Introduction to Data Science
🆓 Free Online Course
🎬 video lesson
🏃‍♂️ Self paced
Duration ⏰: 7 hours worth of material
Source: simplilearn
🔗 Course Link

Understand data science for machine learning
🆓 Free Online Course
⌛️ Modules: 9
🏃‍♂️ Self paced
Duration ⏰: 7-8 hours worth of material
Source: Microsoft
🔗 Course Link

SQL for Data Science
🆓 Free Online Course
🎬 video lesson
🏃‍♂️ Self paced
Duration ⏰: 9 hours worth of material`
Source: FUN WITH DATA SCIENCE
🔗 Course Link

Stanford Seminar - Secure Data Science on the Internet of Things
🆓 Free Online Course
🎬 video lesson
🏃‍♂️ Self paced
Duration ⏰: Less than 1 hour worth of material
Source: Stanford
🔗 Course Link

Books
Applied data science
Data Science at The Command Line
Data Science and Machine Learning

#data_science #machinelearning
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Introduction To Data Science

Your First Step Into The Data Science Journey

Rating ⭐️: 4.0 out 5
Students 👨‍🎓 : 6,466
Duration ⏰ : 55min of on-demand video
Created by 👨‍🏫: Intro School

🔗 Course Link


#data_science
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Intro to Data for Data Science

Learn the basics of data and how data are used in data science.

Rating ⭐️: 4.4 out 5
Students 👨‍🎓 : 14,652
Duration ⏰ : 1hr 1min of on-demand video
Created by 👨‍🏫: Matthew Renze

🔗 Course Link


#data_science #data
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Beyond Jupyter Notebooks

Build your own Data science platform with Docker & Python

Rating ⭐️: 4.7 out 5
Students 👨‍🎓 : 5,018
Duration ⏰ : 1hr 26min of on-demand video
Created by 👨‍🏫: Joshua Görner

🔗 Course Link


#data_science #Jupyter #python #Docker
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What is Data Science ?

If you have absolutely no idea what Data Science is and are looking for a very quick non-technical introduction to Data Science , this course will help you get started on fundamental concepts underlying Data Science.

If you are an experienced Data Science professional, attending this course will give you some idea of how to explain your profession to an absolute lay person.

Rating ⭐️: 4.2 out 5
Students 👨‍🎓 : 24,071
Duration ⏰ : 40min of on-demand video
Created by 👨‍🏫: Gopinath Ramakrishnan

🔗 Course Link


#datascience #data_science
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Data Science for Beginners: Your Step-by-Step Guide To Start

Mastering Excel & MySQL with Board Infinity: For Aspiring Data Scientists: Diving Deep into Spreadsheets & Databases

Rating ⭐️: 4.1 out 5
Students 👨‍🎓 : 6,015
Duration ⏰ : 1hr 57min on-demand video
Created by 👨‍🏫: Board Infinity

🔗 Course Link


#Data_Science
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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 👨‍🎓 : 11,783
Duration ⏰ : 1hr 13min on-demand video
Created by 👨‍🏫: Manuel Amunategui

🔗 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 👨‍🎓 : 18,612
Duration ⏰ : 52min on-demand video
Created by 👨‍🏫: Data Science Anywhere, Sudhir G, Convolution Innovations

🔗 Course Link


#Data_Science #python
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How to Get a Data Science Job Without Experience

Stand out as a candidate, make recruiters call YOU and get your first data science job

Rating ⭐️: 4.4 out 5
Students 👨‍🎓 : 4,257
Duration ⏰ : 36min on-demand video
Created by 👨‍🏫: Emmanuel Maggiori

🔗 Course Link


#Data_Science
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R Programming 2023: Hands on R Programming for Beginners

Learn R Programming and R Studio. Data Analytics. Data Science. Data Visualization. Packages: GGPlot2, Dplyr, StringR

Rating ⭐️: 4.5 out 5
Students 👨‍🎓 : 5,603
Duration ⏰ : 1hr 53min of on-demand video
Created by 👨‍🏫: Prashanth Chidambaram

🔗 Course Link


#Data_Science #data_analytics #R
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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 👨‍🎓 : 9652
Duration ⏰ : 1hr 4min on-demand video
Created by 👨‍🏫: Manuel Amunategui

🔗 Course Link


#Data_Science #python
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Scientific Data Processing
by Google Cloud Platform

Big data, machine learning, and scientific data? It sounds like the perfect match. In this advanced-level quest, you will get hands-on practice with GCP services like Big Query, Dataproc, and Tensorflow by applying them to use cases that employ real-life, scientific data sets. By getting experience with tasks like earthquake data analysis and satellite image aggregation, Scientific Data Processing will expand your skill set in big data and machine learning so you can start tackling your own problems across a spectrum of scientific disciplines.

Syllabus includes following topics:
Introduction to SQL for BigQuery and Cloud SQL
Rent-a-VM to Process Earthquake Data
Weather Data in BigQuery
Distributed Image Processing in Cloud Dataproc
Analyzing Natality Data Using Vertex AI and BigQuery
Predict Baby Weight with TensorFlow on AI Platform


🆓 Free Online Course
⏰ Duration : More than 6 hour
🏃‍♂️ Self paced
✅ Certification available

Course Link


#data #processing #data_science
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Data Science Full Course For Beginners 2024

Fundamentals of Data Science: Understand the basics, including data types, data collection, and data cleaning.
Statistics & Probability: Dive into the math that powers data analysis.
Data Visualization: Learn to create insightful visual representations of data.
Machine Learning: Get hands-on with algorithms and models that make predictions based on data.
Tools & Technologies: Master the use of Python, R, SQL, and key data science libraries and frameworks.
Real-World Projects: Apply your knowledge on real data science problems and solutions.

🆓 Free Online Course
🎬 video lesson
🏃‍♂️ Self paced
Duration ⏰: 6-7 hours worth of material
Source: simplilearn
🔗 Course Link

#data_science #machinelearning
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