5 answers

What is better to start among the following, machine learning, deep learning or AI? What are the requerements for a beginner?

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Life sciences student (applied DNA technology), python beginner #science #technology #python #coding #ai #ml #neuralnetworks #programming

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100% of 1 Students

5 answers

Anil Varma’s Answer

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Machine Learning refers to the set of algorithms which can learn and infer patterns in the data provided. Deep learning is a type of implementation of Neural networks, which is a ML algorithm. While Deep learning is popular and applicable for many usecases there are many other ML algorithms which might perform better, are more explainable and can be easily trained depending on the type of problem. Starting with ML will give you a good understanding & appreciation of the field and the flexibility to use & specialize in deep learning if really interested. You can also expand to AI which is focused on mimicking human behavior and leverages ML.

Knowledge of Math and Statistics concepts will be very helpful in building a strong foundation and to get a good understanding of the internal mechanism of these algorithms. Programming languages like Python and R are easy to pick up and will let you implement them
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Kunwar’s Answer

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AI is actually a superset of Machine Learning which in turn is a superset of deep learning. If you want to get into this field, you need to have knowledge of some programming language. The most used programming language today in this field is python. Once you are confident in the language, you can start learning about the subjects.If you are in college, i'll suggest you take up the courses in the semester if they are offered. If not there are a lot of quality content available on the websites like coursera, udemy etc. You can have a look through them. If you really want to get into the data science field and learn ML and/or DL then i suggest you have a look at the course offered a team at the following link,
https://www.appliedaicourse.com/
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Vibush’s Answer

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There are a number of courses available online for machine learning and deep learning. Take some time to reach about machine learning and understand what it is before you choose to take it up. There are great courses available on sites like coursera and udemy.

A great course to begin with is https://www.coursera.org/learn/machine-learning . This course covers all the basics you need to understand machine learning as well as gives you some hands on exercises to help assess your knowledge.
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Hariprasad’s Answer

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Machine learning is basically a way to make a computer learn from it's experience just like Humans in this case data is the experience.So there are different methodologies and models .

I feel you must improve python skills and working with data skills primarily.

Later you should take up some machine learning courses on Udemy and Coursera.
https://www.coursera.org/learn/machine-learning .

Work on hands on projects for better understanding.
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Jack’s Answer

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AI is just general term while machine learning, deep learning, and whatever learning are overall method/algorithm to implement AI. You can start from any of them, but at the end you need to consider of your goal, amount of data, time for training, and purpose of AI. You should pick one that fit your need the best.

But if you just want to learn about it. There are several on-line courses, but I recommended https://course.fast.ai/ since it walks you through basic and give you idea (how-to), including example to use the libs.

It may require you to know about computer programming language like: python, java, etc; and mathematics like matrices, vector, tensor, among other things.


Thanks much!⭐⭐⭐⭐⭐ Mohamed H.
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