How to Learn Data Science From YouTube?
Learning data science from YouTube can be a rewarding experience if approached with the right mindset and strategy. YouTube offers a plethora of resources ranging from introductory tutorials to advanced topics, and leveraging these can provide a comprehensive understanding of data science concepts, tools, and techniques. In this guide, I’ll outline a structured approach to learning data science from YouTube in 1000 words.
1. Define Your Learning Goals: Before diving into YouTube, it’s essential to clarify your learning objectives. Data science is a vast field encompassing various domains like statistics, machine learning, programming, and data visualization. Determine what specific areas of data science you want to focus on, whether it’s Python programming, machine learning algorithms, or data analysis techniques.
2. Curate Quality Content: With countless data science tutorials available on YouTube, it’s crucial to curate high-quality content from reputable channels. Look for channels that are known for producing educational and informative videos on data science topics. Some popular channels include Data School, Sentdex, Corey Schafer, and StatQuest with Josh Starmer.
3. Start with Fundamentals: If you’re new to data science, begin with introductory videos that cover fundamental concepts such as statistics, probability, and programming languages like Python. Understanding these basics is crucial as they form the foundation for more advanced topics in data science.
4. Learn Python: Python is the most widely used programming language in data science due to its simplicity and versatility. Search for Python tutorials on YouTube, focusing on topics like data types, loops, functions, and libraries such as NumPy, Pandas, and Matplotlib. Channels like Corey Schafer and Sentdex offer excellent Python tutorials for beginners.
5. Explore Data Analysis: Once you’re comfortable with Python basics, delve into data analysis tutorials. Learn how to load, manipulate, clean, and visualize data using libraries like Pandas, NumPy, and Matplotlib. Look for tutorials that walk you through real-world data analysis projects, as hands-on experience is essential for mastering data science skills.
6. Understand Statistics and Probability: Statistics and probability are at the core of data science. Explore YouTube channels that offer comprehensive tutorials on topics like descriptive statistics, inferential statistics, probability distributions, hypothesis testing, and regression analysis. Understanding these concepts is crucial for making informed decisions and drawing insights from data.
7. Dive into Machine Learning: Machine learning is a key component of data science that involves building predictive models from data. Begin with introductory tutorials that explain the basic concepts of machine learning, including supervised learning, unsupervised learning, and reinforcement learning. Explore popular machine learning algorithms such as linear regression, logistic regression, decision trees, and k-nearest neighbors.
8. Experiment with Projects: As you gain proficiency in data science concepts and tools, challenge yourself with hands-on projects. YouTube offers a wealth of project-based tutorials covering a wide range of topics, from sentiment analysis and image classification to recommendation systems and time series forecasting. Working on projects not only reinforces your learning but also enhances your problem-solving skills.
9. Stay Updated: Data science is a rapidly evolving field with new techniques and technologies emerging regularly. Subscribe to data science channels on YouTube and stay updated with the latest trends, research papers, and tools in the industry. Attend webinars, workshops, and conferences virtually through YouTube to learn from experts and network with peers in the field.
10. Engage with the Community: YouTube is not just a platform for passive learning; it’s also a vibrant community where you can engage with fellow learners and experts. Participate in discussions, ask questions, and share your insights and experiences in the comments section of videos. Join data science forums, groups, and communities to connect with like-minded individuals and collaborate on projects.
11. Practice Regularly: Consistency is key to mastering data science. Dedicate regular time to watch tutorials, work on projects, and practice coding. Set aside a specific schedule for learning data science on YouTube and stick to it. The more you practice, the more proficient you’ll become in data science concepts and skills.
12. Seek Feedback: Don’t hesitate to seek feedback on your projects and code from peers and mentors. Share your work on platforms like GitHub and Kaggle to showcase your skills and receive constructive criticism. Incorporate feedback into your learning process to continuously improve and grow as a data scientist.
13. Iterate and Refine: Data science is a journey of continuous learning and improvement. As you progress, revisit topics you find challenging and deepen your understanding through additional resources and practice. Iterate on your projects, experimenting with different techniques and algorithms to find optimal solutions. Refine your skills iteratively, building upon your knowledge and experience over time.
14. Stay Motivated: Learning data science can be challenging at times, but staying motivated is crucial for long-term success. Celebrate your achievements, no matter how small, and remind yourself of the reasons why you embarked on this journey. Surround yourself with supportive peers and mentors who encourage and inspire you to keep learning and growing as a data scientist.
Top YouTube channels to learn Data science in Hindi
(1) CampusX
As everyone knows, CampusX is a well-known and very engaging educational platform for teaching students about data science, machine learning, and web development.
The proprietor of this channel, Nitish, is incredibly knowledgeable on data science and machine learning techniques. He is one of the top IT lecturers in India right now, having a wealth of knowledge in the field.
On his YouTube channel, he has posted videos that are both paid for and free.
The thing that I liked watching the most on his channels was that Krish posted lengthy lessons on certain subjects because he clearly understood every fundamental idea.
I have seen his entire series on YouTube and believe me that’s why I am ranking him as a lead instructor in a Hindi domain right now.
He tried to teach every machine learning algorithm and data science concept in a very efficient
What is special about his course is that he is not a guy who just teaches the tutorials, instead, he always tries to teach every possible topic in both theoretical and practical ways.
Well, if you are someone who wants to learn all the concepts of Data Science then this platform is best suited for you.
(2) WsCubeTech
We all know very well that in new technologies like web development, technology data science, and artificial intelligence, you will see this channel leading.
This Jodhpur-based company has succeeded in becoming a successful identity in the tech domain and one of the reasons for this is that you get all types of tech videos on this channel and due to this, a flood of people is seen here.
Many major courses related to data science have been shared in WsCubeTech.
The most important thing I saw was that instead of teaching every topic here, it has been decided to teach the things that are generally useful to you in your professional life and that is why I like this channel very much.
Many times we have seen that many YouTube channels focus on useless topics that are not of much use in real life and this channel has understood and implemented this very well.
Well, if you are someone who is a novice and wants to learn all the things related to data science in a grasping manner then this channel is very best fit for you.
(3) CodeBasics
Well, Code Basics is one such channel that is doing very well in the domain of web technology, especially data science and machine learning.
This channel’s owner is an experienced instructor and that’s why he is very well-versed in this domain and has a very basic understanding of all the massive algorithms.
His teaching style is also really very unique.
The best part is that the videos are really short and he tried to cover all the major concepts in a a tutorial range of nearly 20 minutes.
So, if you are someone who wants to learn all the concepts of Data Science in a revision mode then this channel can be very useful for it.
When I was preparing for the Data Science interviews, I also used this channel when I was in a mode of proper revision.
Instead of relying on all your notes, this channel is a good resource for a grasp understanding of Data Science, Machine learning, and statistics-related concepts.
(4) Code With Harry
Code with Harry, an educator, and teacher who has been active in this domain for many years.
After studying at IIT, people usually like to go to good jobs but Code with Harry has made education his career.
On his channel, you will find videos on almost every technology and programming language.
Being a leading tech creator of his time, Harry is also not so far behind when it comes to teaching coding and the entire syllabus of Data Science.
Harry played a pivotal role in the Edtech domain when it came to teaching about all the trending technologies related the web development and data science.
What I love the most about him is that he grasps an understanding of all the major concepts of the tech domain and has a very good teaching methodology which is being liked by the tech learners a a lot.
Harry, believes that education must be free and for this reason, he is sharing most of his resources for the absolute free.
Harry has also uploaded nearly 20-30 hours of content related to data science which I believe could be very good if someone wants to learn the Data Science concepts from scratch.
(5) Edureka
The name of the Edureka channel is very big in the domain of tech.
On this channel, you usually get to see all tech tutorials in English only.
But recently, seeing the increasing popularity of data science and web development, this channel is now giving its content in Hindi for free, and for that, they have given jobs to the best mentors from their side.
Edureka has now started surveying Hindi content in a structured format to make people understand the deep meaning of Data Science.
From this, we infer that this channel is going to play a crucial role in the domain of machine learning and Data Science.
Out of curiosity, I also tried to learn from their Hindi tutorials, however, I wasn’t even able to align with the content. The reasons could be varied.
That’s why you must wait till this channel provides some mature content in the domain of data science and I am sure that they will.
In case, you want to learn some web development and other related topics then this channel is definitely going to be the best.
(6) Great Learning
Great Learning is also a platform where you will get a lot of content from where you can move forward in the journey of Data Science.
However, I do not like the teaching methodology taught here at all and that is why I do not take this channel very seriously.
Still, if you are someone who wants to learn Data science from scratch then this channel can be very good
- Expert Faculty
- Widespread coverage of all the topics
- Starting from Scratch.
- Better Visualization
- Leading Organization in the Tech Domain
- Clear Basic Understanding
Final Conclusion on Top YouTube channels to learn Data science in Hindi
We hope that you all have liked this article very much. Kindly, please share this article with your friends and family too.
