January 8, 2024

Best YouTube Channels to Learn Data Science

Ever wondered how to unlock the secrets hidden in vast amounts of data and use them to make impactful decisions?

Start your journey to becoming a data wizard with the best YouTube channels to learn Data Science, where complex data becomes a playground for discovery and innovation.

10 Best YouTube Channels for Data Science – Overview

Here’s an overview of top 10 YouTube channels to learn Data Science, with links to their channel homepage:

S.No.	Channel Name	Subscribers	No. of Videos	Channel Link
1	Ken Jee	263K	11	Subscribe
2	Krish Naik	1.05M	21	Subscribe
3	Andreas Kretz	208K	147	Subscribe
4	freeCodeCamp.org	10M	20	Subscribe
5	Simplilearn	4.48M	159	Subscribe
6	Siraj Raval	770K	6	Subscribe
7	codebasics	1.13M	122	Subscribe
8	Joma Tech	2.32M	8	Subscribe
9	Data Professor	193K	82	Subscribe
10	Analytics Vidhya	83.1K	9	Subscribe

Best YouTube Channels to Learn Data Science

Below is the list of top 10 YouTube channels & playlists to learn Data Science:

1. Ken Jee

‘Data Science Project From Scratch’ focuses on teaching how to complete a data science project from start to finish. The series covers project planning, data collection, cleaning, exploratory data analysis, model building, and production, and documenting the work.

The playlist also includes unique projects like building a burrito dashboard and a YouTube data dashboard with Streamlit, as well as a beginner Kaggle data science project walkthrough.

2. Krish Naik

‘End To End Data Science Playlist – Get Prepared With Industry Ready Projects’ focuses on preparing learners for machine learning interviews by guiding them through full, real-world data science projects.

Topics include machine learning project planning, data collection and cleaning, exploratory data analysis, model building, model evaluation, hyperparameter tuning, creating prediction pipelines, and deploying projects in cloud environments like AWS and Azure.

3. Andreas Kretz

‘Learn Data Engineering’ focuses on providing insights and tutorials for those looking to become proficient in data engineering.

This includes tutorials on AWS DynamoDB schema design, setting up GitHub for data projects, Python’s future in data science, choosing between Scala or Java, cloud providers comparison (GCP vs AWS), starting data engineering projects, and more.

The series also discusses various tools and platforms relevant to data engineering, such as AWS Athena, Apache Hive, and Snowflake, and addresses questions like whether data analysts will be replaced by AI.

4. freeCodeCamp.org

‘Data Science’ focuses on teaching a wide array of data science topics, including Python programming, statistics, data analysis, machine learning, and data visualization using tools like Pandas, NumPy, and Matplotlib.

This series includes full courses on data science for beginners, university-level courses on statistics, Python for data science, data analysis with Python, data visualization with D3.js, R programming, and more.

The playlist also features specialized topics like Python for bioinformatics, deep learning with PyTorch, Tableau for data visualization, and even a full mock data science job interview.

5. Simplilearn

‘Data Science Full Course | Data Science For Beginners | Data Science Projects’ focuses on providing a comprehensive data science course for beginners.

This includes introductory videos on what data science is, full courses on data science for beginners, tutorials on Python for data science, data analysis with Python, machine learning algorithms like linear regression, logistic regression, decision trees, random forest, and KNN.

The playlist also features specialized topics like time series analysis, data visualization with R, and statistical analysis for business applications. The channel is run by Simplilearn, offering extensive training to help beginners master data science concepts.

6. Siraj Raval

The playlist “Learn Python for Data Science” by Siraj Raval is a focused series aimed at teaching Python specifically for data science applications.

This series covers a variety of topics, including an introduction to Python for data science, Twitter sentiment analysis, recommendation systems, predicting stock prices, deep dreams in TensorFlow, and genetic algorithms.

7. codebasics

‘Data Science Full Course For Beginners | Python Data Science Tutorial | Data Science With Python’ focuses on providing a complete data science course. It includes practical projects and tutorials on using Python libraries like Pandas, NumPy, and TensorFlow.

This includes an introduction to data science, data science roadmap, business math & statistics using Excel, Data Science tutorials, Python programming tutorials, and various machine learning tutorials.

The series also delves into specific machine-learning algorithms like linear regression, logistic regression, decision trees, and more. It also includes practical projects like real estate price prediction and image classification.

8. Joma Tech

‘Data Science Analytics Videos’ focuses on providing insights into data science careers, job interviews, and industry advice. This series covers topics such as the real essence of data science, types of data science interview questions, tips for getting a data science job, interviews with industry professionals, and day-in-the-life videos to give viewers a glimpse into the life of a data scientist.

The playlist also addresses more specific topics like data science in different industries, the differences between data scientists and data engineers, and insights into why someone might leave a data science job at a major tech company.

9. Data Professor

‘Data Science 101’ focuses on providing a wide range of explainer videos on data science concepts, covering topics such as machine learning, data mining, Python programming, building machine learning models, and data visualization.

This series covers a wide range of topics, including the art of learning data science, creating a personal data science learning curriculum, getting started with specific data science challenges, and building a data science resume.

The playlist also includes practical guides on using tools and platforms relevant to data science, such as Pandas, Streamlit, and Google Colab, as well as insights into the data science process, machine learning model building, and computational drug discovery.

10. Analytics Vidhya

‘Data Science Free Courses – For Beginners’ focuses on providing crash courses on essential data science topics such as Python, machine learning, deep learning, and SQL.

It includes tutorials on creating a data science roadmap for 2024, a full Python programming course, statistics for data science, machine learning, deep learning, Python for data science, natural language processing, SQL, and tips on cracking data science interviews.

This playlist is designed to help beginners kickstart their data science careers, covering key concepts with free certifications.

Frequently Asked Questions

1. What are the best YouTube channels for learning Data Science?

The best YouTube channels for learning Data Science are:

• Ken Jee
• Krish Naik
• Andreas Kretz
• freeCodeCamp.org
• Simplilearn

2. Why should I choose YouTube for learning Data Science?

YouTube offers diverse teaching styles, practical examples, and a wide range of Data Science content for free, suitable for all learning levels.

3. How do I choose the right YouTube channel for learning Data Science?

Look for channels that match your learning style, cover the topics you’re interested in, and have positive user engagement and reviews for learning Data Science.

4. Can a beginner learn Data Science effectively through YouTube channels?

Yes, many YouTube channels provide beginner-friendly Data Science tutorials with step-by-step instructions and real-world examples.

5. How important is the instructor’s expertise in these Data Science YouTube channels?

Instructor expertise is crucial as it ensures accurate, up-to-date information and effective teaching methods for Data Science.

6. Are there YouTube channels for Data Science that offer content in multiple languages?

Yes, some channels like Simplilearn offer Data Science content in multiple subtitles, catering to a diverse audience with a global reach.

Final Words

These YouTube channels stand as invaluable guides in your Data Science adventure, offering the insights and hands-on skills necessary to navigate and excel in the ever-evolving world of data.

Keep checking this article as we will keep updating this space as more YouTube channels make space in the heart and study schedule of students preparing for placements and competitive exams.

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