In the field of AI, which subjects or programming languages include?

Question

Because I confuse with Data Science and Artificial Intelligence fields. Thanks!

Answer 1

Hi! AI is the combination of machine learning and deep learning that enables the systems to learn from the patterns.

What do you need to learn for Artificial Intelligence as a beginner?

1. Programming language(Python or Julia, but Python is preferred).

2. Statistics, probability, Linear algebra, Calculus, discrete maths.

3. Machine learning algorithms

4. Case studies of Machine learning.

5. Natural language processing.

6. Time-series.

7. Deep learning with Tensorflow and Keras.

8. Case studies of deep learning.

9. Computer vision(Not mandatory).

Answer 2

AI is a large area that includes Machine Learning, Data Science, and Deep Learning, so focus on each of them first. Sololern offers two courses: Machine Learning and Data Science. Python is best suited for this purpose. you can take all five python courses, including the Python course for Data Science.

I'm no expert in AI but here are some blogs and websites that may help, you may also want to use your browser's search engine.

https://thenextweb.com/podium/2019/09/13/11-ways-novices-can-start-the-process-of-learning-ai-programming/

https://towardsdatascience.com/i-want-to-learn-artificial-intelligence-and-machine-learning-where-can-i-start-7a392a3086ec

https://bigdata-madesimple.com/want-get-started-artificial-intelligence-7-easy-steps/

SoloLearn also has a Machine Learning course (related to AI).
https://www.sololearn.com/Course/machine-learning/?ref=app

There are many Youtube videos,courses, books and more learning resources that may help you

https://code.sololearn.com/We1wBnzl6Sos/?ref=app

Answer 3

Thanks for your help 🙂