AI vs Machine Learning vs Deep Learning | AI vs ML vs DL - Differences Explained

AI vs Machine Learning vs Deep Learning | AI vs ML vs DL - Differences Explained | Edureka

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6 жыл бұрын

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This Edureka Machine Learning tutorial (Machine Learning Tutorial with Python Blog: goo.gl/fe7ykh ) on "AI vs Machine Learning vs Deep Learning" talks about the differences and relationship between AL, Machine Learning and Deep Learning. Below are the topics covered in this AI vs ML vs DL tutorial:
1. AI vs Machine Learning vs Deep Learning
2. What is Artificial Intelligence?
3. Example of Artificial Intelligence
4. What is Machine Learning?
5. Example of Machine Learning
6. What is Deep Learning?
7. Example of Deep Learning
8. Machine Learning vs Deep Learning
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#edureka #AIvsMLvsDL #MLvsDL #PythonTutorial #PythonMachineLearning #PythonTraining #machinelearning #artificialintelligence #deeplearning
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Пікірлер: 344

@edurekaIN 5 жыл бұрын

Got a question on the topic? Please share it in the comment section below and our experts will answer it for you. For Edureka AI & Deep Learning Course curriculum, Visit our Website: bit.ly/2OpzQWw Use code "KZfaq20" to get Flat 20% off on this training.

@AThakker29 5 жыл бұрын

Great presentation...helped me get a good understanding of AI, ML and DL. Thanks a lot!

@shaukatmicromanage3585 6 жыл бұрын

Thanks from DEEP DEEP for wonderful detailing.

@AmAn-uv7mo 5 жыл бұрын

i think deep learning has a great scope in future because it is kinda new to us and somewhat scary😅 i am just a beginner in tech field and i suppose i should just start with python😁 thanks for the awesome explaination.

@Stud-tm1qk 6 жыл бұрын

great effort thank you for those detailed explanations

@edurekaIN 6 жыл бұрын

Thank you for watching our video. Do subscribe, like and share to stay connected with us. Cheers :)

@pranavj 3 жыл бұрын

That was an amazing head-start for beginners ! Thank you for such precise guidance !

@AhmedMJ97 6 жыл бұрын

Thank you for the informative video. I do have 2 questions to point out, to integrate the AI technique in the business, do you need first to connect all the systems of the company together? Second,since the company I'm working for has already a facilities management software, can we only integrate AI with this software?

@edurekaIN 5 жыл бұрын

Hey Ahmed, No you do not have to for your first question. For the second question, well you definitely can integrate AI for a specific software. Hope this helps!

@kevinvh6960 5 жыл бұрын

Awesome job man and very nice presentation thank you for this.

@sitaluk21 5 жыл бұрын

Very informative and presented in a crisp manner 👌

@_aidid 5 жыл бұрын

Properly described. Thanks from Bangladesh.👍🏼

@Parshwadeep 5 жыл бұрын

great introduction !

@tnpsc2122 5 жыл бұрын

Thanks for sharing. Excellent presentation!!!! Good introduction ♥ thanks

@AnkitGupta-cf6mg 6 жыл бұрын

What should we learn at the beginning?

@adityasaurabh4487 6 жыл бұрын

Excellent Elaboration!!!..... Send me the link of Advanced AI courses as I learned basic AI on EdX

@edurekaIN 6 жыл бұрын

Hey Aditya, here is the link: www.edureka.co/ai-deep-learning-with-tensorflow Hope this helps :)

@munivenkatesh4530 6 жыл бұрын

ThankQ for giving this video it is very helpful to me .I have one doubt Recently im completed my Python course so which course is better for me whether AI & MA with Python or any other

@Xennon1117 3 жыл бұрын

That was helpful and it cleared up most of questions.

@arunbhaskar9646 6 жыл бұрын

Nicely narrated, thanks for explaining difference between AI, ML and deep learning

@edurekaIN 6 жыл бұрын

Hey Arun, thank you for watching our video. We are glad that you liked our tutorial! Do subscribe and stay connected with us. Cheers :)

@tagoreji2143 3 жыл бұрын

Thank you so much EDUREKA.It was an Excellent Video.Explained Clearly with examples.

@akashnag3879 5 жыл бұрын

Thanks for the DEEP knowledge

@pillairatna83 5 жыл бұрын

Quite informative and a summarised version of presentation on AI, ML and DL. Thanks.

@edurekaIN 5 жыл бұрын

Thanks for the compliment, Ratna! We are glad you loved the video. Do subscribe, like and share to stay connected with us. Cheers :)

@peansuk8216 4 жыл бұрын

Thank you this is first time which understand ml & dl

@muhammadhamad5235 6 жыл бұрын

1) Is Artificial Neural Network (ANN) the same as Deep Learning? 2) What's the beginner's guide for learning about AI? Where to start and how to completely absorb these state of the art techniques for solving complex problems?

@felicias.clayton6558 4 жыл бұрын

Great Explanation...!!! great effort thank you for those detailed explanations

@aniketkhandave2401 2 жыл бұрын

thanks!

@mansoorkhurshid5520 4 жыл бұрын

Thanks. It is a very good eloboration of the concept.

@sushmitadutt5902 4 жыл бұрын

Very nice Atul. Nice clarification. Thanks.

@divyanshuverma3742 6 жыл бұрын

Great information, thanks. :)

@nisharathod4599 6 жыл бұрын

The video is just waaaaaaooo Atul Sir (and your voice is amazingg too)!! The concepts and examples you have explained in your video is just waooo...

@edurekaIN 6 жыл бұрын

Hey Nisha, thanks for appreciating our efforts. It is for learner like you who motivates us to make such kind of content. Do subscribe to our channel and stay tuned for more videos. Cheers!!

@dudimetlamallesh6343 6 жыл бұрын

Nice video...

@saravanan4384 6 жыл бұрын

its good explanation for learners- thanks a lot, i need still more explanation.

@siddarthbali12 6 жыл бұрын

Great explanation ,keep up this good work guys

@hernangraffe321 5 жыл бұрын

The Best and more complete Postgraduate of AI

@greenlemon5856 4 жыл бұрын

Thank you so much !! Really appreciated

@sherazvarmayes 6 жыл бұрын

very informative

@vidyadharak682 4 жыл бұрын

Nicely explained the difference between ML & DL

@paritoshkalra9989 6 жыл бұрын

sir just one question how computer will know in graph that in place of 1 it is yes and 0 at place of no. or we need to set that initially ? and if in starting we need to initialise then how to initialise it?

@viswanatheranki3448 3 жыл бұрын

Thank you for clarifying the differences. Nice articulation. Please add more detailed examples in further videos

@mahaakhan1787 2 жыл бұрын

Thankyou so much I wanted to know if it is true that humans' involvement would be less when Deep learning has taken over VS Machine learning?

@shivananadotari3572 5 жыл бұрын

great explanation..!! could you please suggest, what should be the strategy for 3 years experience web developer to start career/learning/courses in these area?

@edurekaIN 5 жыл бұрын

Hey Shivananad, can you tell us more about your area of expertise in web development? Thanks!

@dikshagupta909 5 жыл бұрын

thank you sir, its really awesome....but i have one doubt how we use the iris datasets in clustering??

@edurekaIN 5 жыл бұрын

Hi Diksha, thanks for the compliment! Clustering is done to group similar data points into one group. It is based on the feature of similarity among data points. What exactly do you want to cluster by using the IRIS data set?

@chaitu420ful 6 жыл бұрын

Very Well Explained! Thank you :-)

@edurekaIN 6 жыл бұрын

Thank you for watching our video. Do subscribe, like and share to stay connected with us. Cheers :)

@genehewitt 4 жыл бұрын

Great video - thank you!!

@sivachaitanyaprasad2898 4 жыл бұрын

Edureka! ur the good platform to learn anything.........Thank's a lot for clearing all the doubts

@edurekaIN 4 жыл бұрын

Thanks for the compliment! We are glad you loved the video. Do subscribe to the channel and hit the bell icon to never miss an update from us in the future. Cheers!

@raj-jq6pu 5 жыл бұрын

It's nicely presented..

@ktaymour 5 жыл бұрын

Thanks, I have a question, Does that mean that google autocomplete in their search depends on machine learning, as it completes depending on what I have searched before?

@edurekaIN 5 жыл бұрын

Hey John! Yes, it is a statistical machine learning procedure.

@tapanjeetroy8266 5 жыл бұрын

Thanks a lot for uploading it..you r doing a great job

@naveenkumar264 6 жыл бұрын

Hello which course is good to move internally from investment banking to It?

@edurekaIN 6 жыл бұрын

Hey Naveen, Blokchain is one of the technology that is being widely implemented in the finance sector. Maybe learning blockchain can help open up new opportunities for you. Check out our Blockchain course here: www.edureka.co/blockchain-training Hope this helps :)

@markgiliadov231 4 жыл бұрын

excellent explanation, thanks!

@kevin5k2008 6 жыл бұрын

Great video! All concepts were clearly explained with great examples.

@edurekaIN 6 жыл бұрын

Thank you for watching our video. Do subscribe, like and share to stay connected with us. Cheers :)

@Kevinrothwell1959 4 жыл бұрын

Well explained. Concise.

@siddharthakarmakar7814 6 жыл бұрын

excellent explaination

@edurekaIN 6 жыл бұрын

Hey Siddhartha, thank you for the kind words. We are glad to have helped. Do subscribe and stay tuned for more updates on our channel. Cheers :)

@swagmaster1437 5 жыл бұрын

Thanks for making this concept clear.

@edurekaIN 5 жыл бұрын

Hey swagmaster143, we are glad you feel this way. Do subscribe and hit the bell icon to never miss an update from us in the future. Cheers!

@AdiTOSH 4 жыл бұрын

Thanks for this mate!

@sakthidharani9279 6 жыл бұрын

Hii awesome video. how to collect dataset for training the data in machine learning?

@aksarts1208 5 жыл бұрын

Hi! I wud like to know if I cn get into machince learning with no technical background?

@edurekaIN 5 жыл бұрын

Yes, you can. Get started by learning programming languages like Python and R. Refer this blog, it will help you understand what skills you need: www.edureka.co/blog/how-to-become-a-machine-learning-engineer/

@akashkesharwani5761 4 жыл бұрын

Thanks for the deep information about all. I wanna develop some kind of AI in future. Please tell me what should i first learn.... Deep Learning Machine Learning Artificial Intelligence

@edurekaIN 4 жыл бұрын

Machine Learning is a good starting place for you, www.edureka.co/masters-program/machine-learning-engineer-training Edureka’s Machine Learning Engineer Masters Program makes you proficient in techniques like Supervised Learning, Unsupervised Learning, and Natural Language Processing. It includes training on the latest advancements and technical approaches in Artificial Intelligence & Machine Learning such as Deep Learning, Graphical Models and Reinforcement Learning.

@leonoradompor8706 5 жыл бұрын

Thank you Ed !

@hariss143636 6 жыл бұрын

Hi I have basic knowledge of python and want to go in field of AI. From where to start and further continue? Thanks

@edurekaIN 6 жыл бұрын

Hey Haris, basic kowledge of Python is all that you need. You can now start learning TensorFlow which is a Python package widely used for implementing Ai capabilities. You can check out our Deep Learning course here: www.edureka.co/ai-deep-learning-with-tensorflow Hope this helps :)

@Aks-jc3bq 4 жыл бұрын

Thanks For Information . Do You Provide Online Course For Machine Learning

@staysharp2087 Жыл бұрын

Such a clear explanation. U n ur team behind deserves big applause

@edurekaIN Жыл бұрын

Hi : ) We really are glad to hear this ! Truly feels good that our team is delivering and making your learning easier :) Keep learning with us .Stay connected with our channel and team :) . Do subscribe the channel for more updates : ) Hit the bell icon to never miss an update from our channel : )

@balajiezhumalai7429 3 жыл бұрын

very clear, thank you

@bimDe2024 6 жыл бұрын

I had confusion, u clear it.

@edurekaIN 6 жыл бұрын

Hey Bipul, thank you for watching our video. We are glad that you liked our course. Do subscribe and stay connected with us. Cheers :)

@manishajena1419 6 жыл бұрын

Hi , I am a professional working in an IT company. I work on windows platform . So could you please guide me on which python course should I opt for.

@edurekaIN 6 жыл бұрын

Hey Manisha, we would recommend you to go for our Python Certification Training for Data Science. Edureka's Python course helps you gain expertise in Quantitative Analysis, data mining, and the presentation of data to see beyond the numbers by transforming your career into Data Scientist role. You can check out the other course details over here: www.edureka.co/python. Alternatively you can share your email id or phone number with us and we will get one of our experts to get in touch with you. Cheers!

@piyalidutta6462 4 жыл бұрын

wonderfully said.......................................

@databurst 6 жыл бұрын

Hi I'm a beginner in this field and want learn AI but don't have any knowledge of Python or AI so please tell how to start??

@arifmahmudfaisal6589 5 жыл бұрын

Thanks sir.

@bennypeter2020 4 жыл бұрын

Thank you ..gr8 way to explain

@varikutisreelakshmitirumal798 2 жыл бұрын

Nice explanation ,it is fantastic but I need day to day examples for ai Andml

@RaviKumar-hg7pp 6 жыл бұрын

In what order we should learn these three great topics or subjects

@rammr-youtube 6 жыл бұрын

Thank you for clarifying. Below is the list of courses my organisation is offering. Please suggest me in which sequence I have to learn. Deep learning Introduction to Machine learning AI: Search methods for problem solving AI: Constraint satisfaction AI: Knowledge Representation and Reasoning Programming, Data structures and algorithms using Python The joy of computing using Python

@edurekaIN 6 жыл бұрын

Hey Ram, thank you for writing to us. The best learning curve for you to take would be to start off with Python. Learning Python and basics of coding is important to understand the concepts of AI and Machine Learning. Then you can move on to Deep Learning and ML algorithms. After this learning practical implementations of AI like search methods and knowledge representation would be ideal. Hope this answers your questions. All the best :)

@saipranathi6389 4 жыл бұрын

Perfect Just perfect!!!😍

@amanpreetgaming3113 2 жыл бұрын

How should i start of please tell, and which field would give me more scope of future and money and experience please reply , waiting for you your ans , nice video.

@parryismful 5 жыл бұрын

Nice explanation...!!

@rakeshmaurya621 6 жыл бұрын

I am from market research industry with 7+ years of experience, which course I should pursue to become data scientist, and let me step by step course to become data scientist

@edurekaIN 6 жыл бұрын

Hey Rakesh, Data Science is the ideal path coming from your background, and we have the perfect course for you, check out our Data Science training here: www.edureka.co/data-science Hope this helps :)

@sheikmusthafa1690 5 жыл бұрын

Thanks for comparison...I am your new subscriber

@alokprajapati4504 4 жыл бұрын

Very nice session and well explained..

@bepinnandan5285 6 жыл бұрын

Hi !! .. I always wonder ..what are the type of jobs in machine learning ???

@edurekaIN 6 жыл бұрын

Hey Bipin, Machine learning jobs are big in the tech job market right now. It is widel used for Data Science applications and AI as well. You can check out the job trends at indeed.com and other job portals to know better. Hope this helps :)

@bepinnandan5285 6 жыл бұрын

edureka! Thank you !!

@TechSmithy 5 жыл бұрын

How to implement simple equations in tensor flow, Please help!!!

@edurekaIN 5 жыл бұрын

Hey, Here is the simple equation Y = X + Z while Z is a unknown value, X = (1, 2) and Y = (12, 4). Obviously we all can tell Z can be calculate as simple as taking Y-X but that not the purpose of what I doing here. The purpose is to use Tensorflow library to find the possibility value of Z by using optimizer and deviation. Sound amazing right? :) The first step to do is make sure your machine have installed Tensorflow library and python3. Otherwise, you can execute the below code in your terminal for installing it brew install python3 pip3 install tensorflow. After that create a file and name it tensorflow_solve_math.py .Open it and insert the first line on below to the file. import tensorflow as tf Next, we need to define x and y as a constant below and Z as unknown value because we don’t know what is the Z value. We declared Z as tf. Variable because it is changeable value by Tensorflow during execution time on session run (Don’t worry what is about it because we will discuss it later). What we define here is a 2x1 dimension array and it will be use to compute the equation that we define above. x = tf.constant([[1., 2.]]) y = tf.constant([[12., 4.]]) Z = tf.Variable(tf.zeros([1, 2])) Now we calculate the total sum by add up X and Z while Z will be a variable that control by Tensorflow during the session run. At this point we don’t know what the right value of Z so we need deviation help us to find it. After that, find the deviation value by using Tensorflow square root. yy = tf.add(x, Z) deviation = tf.square(y - yy) Then, we find the train_step by using the GradientDescentOptimizer and minimize the deviation so we can find the closest number for the Z. We also have to define learning_rate here as 0.01. train_step = tf.train.GradientDescentOptimizer(0.01).minimize(deviation) After that, it is time for create Tensorflow session and execute the run step. init = tf.global_variables_initializer() sess = tf.Session(); sess.run(init) for i in range(5000): sess.run(train_step) print(sess.run(Z)) Now we have complete the code and please save it. Run the command below and make sure you have navigated to the correct file directory. python3 tensorflow_solve_math.py Below is the output for the result. Boom! [[ 11. 1.99999988]] Hope this is helpful. Cheers!

@shabumd4871 5 жыл бұрын

thank you for the very neat and clean explanation I fan of your explanation. you are given all the answers to which I have questions thankyou again and one more thing your animation also very nice. great job

@edurekaIN 5 жыл бұрын

Hey Shabuddin, thank you for appreciating our efforts. We strive to provide quality tutorials so that people can learn easily. Do give this video a thumbs up and subscribe to the channel for more amazing content. Cheers!

@nfsfafak1206 6 жыл бұрын

So, if I want to to make AI I need to learn to code ML and DL. How long it will take to learn them? And which is tge best way to learn them from beginning?

@edurekaIN 6 жыл бұрын

Hi Nfsfaf Ak120, thanks for watching our video. Coming to your first question: How long will it take to learn them? Well it depends on the individual's grasping power, and it varies from person to person.Right! If you talk about edureka, we here have designed a Data Science Masters Program for machine learning enthusiast. This master program is spread across 26 weeks and helps you to learn both ML and DL, Check out the details here: www.edureka.co/masters-program/data-scientist-certification Coming to your next question, What is the best way to learn from the beginning? Well before enrolling to Data Science Master's Program I would suggest you to go through these videos for kick-start: Machine Learning Playlist: kzfaq.info/get/bejne/htBgociKutadhJc.html Deep Learning Playlist: kzfaq.info/get/bejne/mseWqKSrxKm6Z4U.html Happy Learning, Cheers!

@shubhamsrivastava3995 5 жыл бұрын

Wonderfully explained. Can you also explain the difference between Virtual Reality, Augumented Reality and Mixed Reality?

@edurekaIN 5 жыл бұрын

Hey Shubham, "VR isn't the real world but instead a simulation that draws the user into virtual reality. AR is parts of the real world being overlapped so that you are able to use parts of both, unlike MR which is a mixed reality rather than an overlap. MR uses the technology of the digital world to enable it to coincide with the real world. In Broader terms: Virtual Reality VR is the most widely known of these technologies. It is fully immersive, which tricks your senses into thinking you’re in a different environment or world apart from the real world. Using a head-mounted display (HMD) or headset, you’ll experience a computer-generated world of imagery and sounds in which you can manipulate objects and move around using haptic controllers while tethered to a console or PC. Augmented Reality AR overlays digital information on real-world elements. Pokémon GO* is among the best-known examples. Augmented reality keeps the real world central but enhances it with other digital details, layering new strata of perception, and supplementing your reality or environment. Mixed Reality MR brings together real world and digital elements. In mixed reality, you interact with and manipulate both physical and virtual items and environments, using next-generation sensing and imaging technologies. Mixed Reality allows you to see and immerse yourself in the world around you even as you interact with a virtual environment using your own hands-all without ever removing your headset. It provides the ability to have one foot (or hand) in the real world, and the other in an imaginary place, breaking down basic concepts between real and imaginary, offering an experience that can change the way you game and work today." Hope this helps!

@shubhamsrivastava3995 5 жыл бұрын

@@edurekaIN Thanks for the reply

@vvkcg4187 3 жыл бұрын

Very nice lecture. Thank you.

@Nitng 6 жыл бұрын

Very useful session..thank you

@edurekaIN 6 жыл бұрын

Hey Nitin, thank you for watching our video. We are glad to know that you liked our tutorial. Do subscribe and stay connected with us. Cheers :)

@ceh957 2 жыл бұрын

wow this is amazing such people do sure bring honor for india much respect

@edurekaIN 2 жыл бұрын

We are very glad to hear that your a learning well with our contents :) continue to learn with us and don't forget to subscribe our channel so that you don't miss any updates !

@AliHassan-xt1xb 5 жыл бұрын

if we start learning now is it possible to catch up? in my understanding the field has already reached to a point where new beginers have no chance to catch up. correct of wrong

@edurekaIN 5 жыл бұрын

Hey Ali, You can definitely catch up in the field, if you want to. I suggest you start learning Programming Language and get a good hand of it.

@tridivskykumarov2662 6 жыл бұрын

Great Explanation...!!!

@edurekaIN 6 жыл бұрын

Hey Tridivsky, thank you for watching our video. We are glad to know that you liked our tutorial. Do subscribe and stay connected with us. Cheers :)

@mrigankdadhich9855 2 жыл бұрын

Amazing... Explanation

@dreamit2b 4 жыл бұрын

Excellent explanation.

@ashadiiputu4087 3 жыл бұрын

Simply and easy to understand

@br0ken_6009 5 жыл бұрын

Beautiful knowledge please make a video on blockchain developer

@edurekaIN 5 жыл бұрын

Hey Pruthvi, glad you loved the video. We will process your request as soon as possible. Do subscribe and stay tuned for future updates. Cheers!

@afsanVlog1100 6 жыл бұрын

Hi I want to start AI which should i start AI/ML/DL can you suggest me I'm as beginner

@edurekaIN 6 жыл бұрын

Hey Mohd, our channel has a bunch of tutorials that you will find helpful. You can use these to get started with a particular technology. Check out these links to help you get started: kzfaq.info/get/bejne/atCdpquSr53cdXU.html Once you are done with the tutorials then you can think about learning AI and Deep Learning algorithms here: www.edureka.co/ai-deep-learning-with-tensorflow Hope this helps :)

@knowledgebynaman 6 жыл бұрын

sir i want to learn python with AI Or ML or DL which is best with python

@anuradhakulkarni1368 5 жыл бұрын

Easy to understand

@edurekaIN 5 жыл бұрын

Hey Anuradha, glad you liked the video. Do subscribe and hit the bell icon to never miss an update from us in the future. Cheers!

@codeandrobotid2466 5 жыл бұрын

Nice!

@MultiAryanraj 5 жыл бұрын

If I want to learn about AI from scratch, Which training should I take first? Do I have to start from deep learning? Or directly I can start from ML or AI?

@edurekaIN 5 жыл бұрын

Hey Dhruba, hope you liked the video. We would recommend you to go with Deep Learning. Edureka's Deep Learning in TensorFlow with Python Certification Training is curated by industry professionals as per the industry requirements & demands. You will master the concepts such as SoftMax function, Autoencoder Neural Networks, Restricted Boltzmann Machine (RBM) and work with libraries like Keras & TFLearn. You can check complete course details over here: www.edureka.co/ai-deep-learning-with-tensorflow. Cheers!

@veenakumarihm7664 4 жыл бұрын

very informative and best presentation

@nikhildubey8845 5 жыл бұрын

What language or technology required before learning AI ?

@edurekaIN 5 жыл бұрын

Hey Nikhil, hope you liked the video. The prerequisites for learning AI is basic knowledge of python and concepts about machine learning. However, once you enroll with us you will be entitled to self-paced courses in both Machine learning and Python. Edureka's Deep Learning in TensorFlow with Python Certification Training is curated by industry professionals as per the industry requirements & demands. Click here for complete course details: www.edureka.co/ai-deep-learning-with-tensorflow. Hope this helps!

@nikhildubey8845 5 жыл бұрын

Thank you so much