Artificial Intelligence (AI) vs Machine Learning vs Deep Learning vs Data Science

Artificial intelligence is a field where set of techniques are used to make computers as smart as humans. There are certain tasks where human outperform computers such as image recognition, cognitive thinking, creativity, driving cars etc. Machine learning is a sub domain of artificial intelligence where set of statistical and neural network based algorithms are used for training a computer in doing a smart task. Deep learning is all about neural networks. Deep learning is considered to be a sub field of machine learning. Pytorch and Tensorflow are two popular frameworks that can be used in doing deep learning.
Data science on the other hand a field where data is used to generate business insights. It can use machine learning techniques but data science can be done without using machine learning as well. One can use Microsoft excel to draw insights from data. Visualization and BI tools such as tableau and power BI can be used to plot powerful business reports that can give lots of insights about a business.

[codebasics]

At 1:13 I meant to say Reinforcement Learning instead of clustering. Clustering is an unsupervised learning. Thanks Ji Jie for pointing out this mistake in recording.

[AshutoshKumar-cjvj]

I watched lots of tutorial from other YouTuber like Krish Naik, dataproffesor, kenzee, bhawesh Bhatt and more but your tutorial is amazing. Others are just create a tutorial but you are actually teaching us. Thanks a lot sir. You should also create tutorial on finance domain.

[onurdeniz]

It's incredible how you managed to describe these disciplines in such a short time. Thank you!

[princezuko]

The way you described just by saying '"X is this + something else" helped me a lot to understand the complete picture.

[sanjudutta]

Watched a lot of videos to understand the difference finally i got it, very much appreciate the short and simple explanation.

[onkarkounsalye]

Please sir tell me the Role of Data Structure in whole Data science. & Tell me what I have to do for Data science i.e.python with Data structure's Or with Java...

[sahilgundu]

Hello Bhai.. What is Data analytics? Can you please tell your thoughts? Is it different than Data science?

[hamzanaeem]

There is a difference between neural network and deep learning, if we enhace the hidden layers of neural network, it becomes deep learning

[balajikomma]

In the following devop tools required which should data science should know
Docker, Git, kuberbnetes, maven, jenkins etc

[shibinpk]

Sir can u pls tell which is best course AI and Machine learning or
AI and data science

[infoentertainia]

So simply Explained. Subscribed. Wish you best luck. And waiting for more such interesting and easy videos to learn.

[jijie]

Clustering is a kind of unsupervised learning.

[timc]

Thank you for doing this. These terms are overused and misused way too often

[debarghochatterjee]

I really Appreciate your efforts, you are doing a great work for the you for converting the complexity of the subjects into simpler terms.

[ritzzzz]

In case I take up DS course, will it cover AL, ML, DL?

[parthapaul]

Thanks a lot sir..I have 1 query, in NLP(natural language processing) a part of DS or AI?

[saravanand]

I have a doubt that the Machine learning concepts can be done using Deep Learning (NN) whereas Deep learning concepts can't be done in Machine learning using algorithms. so ML learning is not DL + statistical Model. please confirm. correct me if i'm wrong. thanks.

[patrickbateman]

Hi sir ! Do we need to learn Computer Vision 🖥️ and NLP to get job on Data Science

or knowing EDA, ML, DL is enough ?

Please Reply

[hariomdefensivetechnology]

Hello respected sir i have learnt so many things from you but i stuck in GRADIENT-DESCENT IN ML ON JUPYTER program so pls help me getting error on plotting sev. line for y-yp
I am eagerly waiting for such solutions thanks

[manusingh]

Thank you for classifying in a very short video.