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In recent times, there has been a huge upsurge in the field of data science. Both, small and large businesses use data science to keep an eye on their online users to learn about the market. Based on the survey conducted, they invest huge amounts into their business. This has led to an increase in the demand for data scientists. Youngsters are looking for a job in this field and there are individuals who are keen to switch their profession. This article contains the list of top 9 YouTube channels that can help you learn the fundamentals of data science.
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Best YouTube Channels to Learn Data Science
Nowadays, there are many resources available to learn about data science, including online courses, textbooks, and blogs. One of such useful resource for learning data science is YouTube, which has a plethora of content on the subject from experts in the field.
1. 365 Data Science
This channel provides the highest quality online data science education. Their courses are designed to build up your skill set from beginner to job-ready, regardless of your current level, background education, and experience. They have tutorials on different statistical concepts, python, and data science. They provide:
- 217+ hours of video
- 1980+ lessons
- 64+ courses
2. DataCamp
DataCamp is an interactive learning platform which aims at empowering individuals with skills required for data science. The channel offers educational content, expert talks, and tutorials in data science, AI, machine learning, data visualization, etc for all levels – from aspirants to professionals. if you are time bound and require a short overview, then DataCamp is your go to place.
3. freeCodeCamp
This channel provides full-length tutorials and has over 1,500 videos. Over 40,000 freeCodeCamp graduates have gone on to work at tech companies like Google, Apple, Amazon and Spotify. Their certificates add value to the resume and LinkedIn profiles of individuals. You also get access to sample questions and learning modules. Their website tracks your progress through each lesson to make sure that you’ve gone through the material and understood the concept.
4. Ken Jee
This channel was started by Ken who has been working as a data scientist in sports analytics for the last 7 years. It includes commentary, tutorial, and other educational videos. He shares his own learning experience and makes gives career related advice.
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5. Krish Naik
In this channel, the author explains various topics on machine learning, deep learning, and AI with many real-world problem scenarios. He is a pioneer in Machine Learning, Deep Learning, and computer vision with experience of over 10 years in the industry. His videos cover a range of topics, including data visualization, machine learning, and deep learning.
6. SentDex
This channel provides Python programming tutorials that are more than just the basics. There are more than 1000 videos on topics such as data analysis, machine learning, natural language processing, web development, game development etc. The videos are not very long, yet it provides all the information required to understand the topic.
7. Data School
This channel provides comprehensive tutorials on a variety of data science and machine learning topics. It is run by Kevin Markham, a data scientist and instructor with over 10 years of experience in the field. He offers in-depth tutorials about a variety of topics related to data science and machine learning, in a simple way.
8. Codebasics
This is an online education platform created with the aim of providing the best quality data education available to all for free. Dhaval Patel, the founder of Codebasics, has more than 12 years of data industry experience (mainly in the USA). One can learn simple programming, data science, data analytics, artificial intelligence, machine learning, data structures, software architecture etc, on this channel. He teaches based on his real-life experiences in the industry.
9. StatQuest with Josh Starmer
This channel provides short, easy-to-understand tutorials on statistics and data science. The goal of StatQuest is to break down the major methodologies into easy to understand pieces. It breaks down complicated Statistics and Machine Learning methods into small, bite-sized pieces that are easy to understand.
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