Best Source for Machine Learning in 2021
Best Source for Machine Learning: Machine Learning is a trending topic in today’s days. If you’re a beginner and don’t know where to start, don’t worry about it. In this article, I will tell let you know about all the sources where you can easily learn Machine Learning.
After doing a lot of research on the internet, We found that the website named “Kaggle” is quite Great. Here you will be able to find all the information related to Machine Learning and Deep Learning.
Whatever you are about to learn, I will explain it in detail and also give its source. All the topics will be of beginner level and advanced level also.
In addition to Kaggle, I will be posting about other websites where you can find information related to Machine Learning and Deep Learning.
W3Schools and Kaggle are the best sources on the internet for machine learning. There are other websites, but I like these 2 websites more.
There are many websites on the internet where you can learn machine learning for free.
Best Source of Machine Learning for Beginners
1) Learn Python
If you are new to the world of programming and new to the world of machine learning, then you must learn python programming. Python is very important for machine learning.
All the libraries or frameworks of machine learning are written in Python. That’s why learning python is very important.
Another reason to learn Python is that big companies use Python for machine learning.
The best source to learn Python:
You will find the python tutorial on the Kaggle website. There you can learn python.
Click on this link: https://www.kaggle.com/learn/python
W3schools has a tutorial on python in full detail. You can find all the information related to python from there. From beginner level to advanced level of Python, you will find everything there.
Apart from this, you will also get Numpy Tutorial and Matplotlib Tutorial. You can learn all this for free.
Learn Python by clicking on the link given below.
2) Introduction to Machine Learning:
Machine learning tutorial is available on the Kaggle website. You can read by clicking here. . Introduction to machine learning, here you will learn the basics of machine learning. . After learning basic, you learn a little advance. By visiting this link, Intermediate machine learning Here you can learn the advanced version of machine learning.
There is also a machine learning tutorial on the W3schools website, where you can also learn machine learning. Click on the link given below.
3) Introduction to Deep Learning:
After learning the basics of machine learning, you can learn deep learning to learn advanced. Deep learning is an advanced version of machine learning.
After learning this, you can learn computer vision, if you want to. Computer vision is also a very interesting topic.
Learn deep learning here: https://www.kaggle.com/learn/intro-to-deep-learning
4) Learn SQL on Kaggle and W3Schools website:
Data science is useless without SQL, everything is based on data and you need a database to hold the data. And SQL is needed to manage that data.
SQL is a very important topic, it is useful everywhere, whether you are building software or you are building a website, or you are creating any mobile application, SQL is useful everywhere.
Kaggle’s course also includes a beginner to SQL and an advanced SQL tutorial. You can learn SQL from there. You will not spend any money here.
5.) Many more things are available on Kaggle’s website
After learning machine learning and deep learning, you can make your learned things into real-life projects.
Here you can also learn Game AI. By learning Game AI, you can make Game BOT.
Practice competition on Kaggle :
You can take part in machine learning contests on the Kaggle website. You do not have to pay any money to participate in this contest.
You can take your skills a lot further by joining free contests on Kaggle. There is a lot of competition here, where you will not get any money for joining but you will get a lot of money if you win.
There is a lot of free competition here, after joining, you can take your skills very far.
First competition: Titanic competition. With this, you can learn classification.
Second Contest: House price prediction. From this, you can learn regression.
Contest 3: real tweet or not about disasters. With this you can learn Natural Language Processing. . Here you can predict which tweet is real, and which tweet is fake.
Conclusion: Best machine learning source:
All these are the best sources of machine learning, you can easily learn machine learning from here. There are many other websites on the internet, where you can learn, but according to me, Kaggle is the best.