Artificial Intelligence Full Course | Artificial Intelligence Tutorial for Beginners | Edureka
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- Опубліковано 6 тра 2024
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This Edureka video on "Artificial Intelligence Full Course" will provide you with a comprehensive and detailed knowledge of Artificial Intelligence concepts with hands-on examples. The following topics are covered in this Artificial Intelligence Full Course:
00:00 Introduction to Artificial Intelligence Course
02:27 History Of AI
06:45 Demand For AI
08:46 What Is Artificial Intelligence?
09:50 AI Applications
16:49 Types Of AI
20:24 Programming Languages For AI
27:12 Introduction To Machine Learning
28:08 Need For Machine Learning
31:48 What Is Machine Learning?
34:13 Machine Learning Definitions
37:26 Machine Learning Process
49:13 Types Of Machine Learning
49:21 Supervised Learning
52:00 Unsupervised Learning
53:44 Reinforcement Learning
55:29 Supervised vs Unsupervised vs Reinforcement Learning
58:23 Types Of Problems Solved Using Machine Learning
1:04:49 Supervised Learning Algorithms
1:05:17 Linear Regression
1:11:20 Linear Regression Demo
1:26:36 Logistic Regression
1:35:36 Decision Tree
1:55:18 Random Forest
2:07:31 Naive Bayes
2:14:37 K Nearest Neighbour (KNN)
2:20:31 Support Vector Machine (SVM)
2:26:40 Demo (Classification Algorithms)
2:42:36 Unsupervised Learning Algorithms
2:42:45 K-means Clustering
2:50:49 Demo (Unsupervised Learning)
2:56:40 Reinforcement Learning
3:24:36 Demo (Reinforcement Learning)
3:31:41 AI vs Machine Learning vs Deep Learning
3:33:08 Limitations Of Machine Learning
3:36:32 Introduction To Deep Learning
3:38:36 How Deep Learning Works?
3:40:48 What Is Deep Learning?
3:41:50 Deep Learning Use Case
3:43:14 Single Layer Perceptron
3:50:56 Multi Layer Perceptron (ANN)
3:52:55 Backpropagation
3:54:39 Training A Neural Network
4:01:02 Limitations Of Feed Forward Network
4:03:18 Recurrent Neural Networks
4:05:36 Convolutional Neural Networks
4:09:00 Demo (Deep Learning)
4:29:02 Natural Language Processing
4:30:53 What Is Text Mining?
4:32:43 What Is NLP?
4:33:26 Applications Of NLP
4:35:53 Terminologies In NLP
4:41:19 NLP Demo
4:47:21 Machine Learning Masters Program
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About the Masters Program
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.
The Master's Program Covers Topics LIke:
Python Programming
PySpark
HDFS
Spark SQL
Machine Learning Techniques and Artificial Intelligence Types
Tokenization
Named Entity Recognition
Lemmatization
Supervised Algorithms
Unsupervised Algorithms
Tensor Flow
Deep learning
Keras
Neural Networks
Bayesian and Markov’s Models
Inference
Decision Making
Bandit Algorithms
Bellman Equation
Policy Gradient Methods.
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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 & ML Engineer Masters Program Course curriculum, Visit our Website: bit.ly/2wziDSd (Use Code "𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎")
Thanks mam, this is so helpful😇
Can you please explain Random forest implementation, bootstrapping implementation??
Hi Chandan! Yes, you can take up the course.
Has anyone completed the course
how to develop and run an application in phython 3.7.3 verssion
If you want to have your first step move into the field of Artificial Intelligence, then this course is the best on Internet. Great job!!! Loved every minute of it. Keep producing such content for free.
Thanks a lot Talha. Kindly Subscribe to our channel.
I have come across a lot of videos on AI so far. This is definitely the most precise and presentable tutorial. Kudos to the creators for sharing such an amazing work. Thanks a lot.
Hi Zulaikha, You did an exceptional job of giving a unique intro to AI. I wish I had this info some 20 years ago. It could have changed my life completely
Spending my quarantine learning on AI
And I am Learning in order to pass my Semester Exam...
Same here
me too!
Who is the Trainer...
U HV done an exceptional job..
Well done ..excellent...
God bless you .....
Great video for beginner to have an overview of AI!
Everything is just 'Perfect' in this tutorial, The complete world at a single place. Please keep spreading knowledge, light & wisdom. Excellent to see the great skills, Tutor is having. A long way to go for her as well. This is just a beginning
This video is so well done. I cant say enough about the instructor's depth and approach to the topic. Good job team Edureka!
Thanks a lot ma'am ❤
Really enjoyed the tutorial !
I thought I should learn something new.. this is great I loved it. How easily she made me understand all those complex terms. Hats off mam ! Thanks a lot 😊
I am in love with this tutor. Your voice over is literally like you are speaking to me.
1. Though this is a very lengthy video, i had no problems being glued to the screen for one full hour at a stretch, by this i mean, your SPEECH IS VERY ENGAGING.
2. Your CONSTANT ASSURANCE that you will be explaining the new terminologies is in the upcoming slides, immediately DESTROYS the the budding DOUBT.
3. The CONTENT of the slides are EASILY UNDERSTANDABLE.
4. The SPEED at which the course is progressing is JUST RIGHT.
5. The THOUGHT of SUBSCRIBING to your channel and the wish to LEARN whatever on earth from only YOU is occurring multiple times as i am undergoing the course.
Thanks a ton for your effort. It is certainly making the lives of many people easy.
Very Good Video, explained the basic idea of overall AI in a very short time. Thank you so much.
Who ever wants to build career in artificial intelligence ...hit likes🤸🤸
The content is crisp and well made. Trainer is really good with a good voice. Thanks Edureka!
Incredible work by Edureka....The brief explaination for each and every individual topic was really helpful...
Great work guysss......Keep up the good work...Cheers!!!!
Excellent video !!! Very well explained , just the right amount of details and information to digest the concepts. Excellent !!! job by the tutor.
I can't stop watching even some areas are out of my scope. Wonderful!
It is the first time that I'm totally focused and completely satisfied by the content on you tube .and it's also much better then the any other online paid sources on AI ,a very good job edureka .
OMG!! I am from non-science background. Yet this video made me feel very comfortable. This video is absolutely must for any fresher like me who wishes to understand AI. Please keep making such videos. Great job Edureka! All the best. 😀
Such a insights, brilliant explanation mam....🙂 Halted listening to appreciate your efforts and explanation outcome! Great, thanks a ton!
It's so well explained - Excellent delivery of content and command on subject. Brilliant content and easily made understood even for first timer like me
Thank you for appreciating our efforts. Do subscribe to our channel and stay connected with us. Cheers :)
Superb..The way you explained is outstanding . Now I am more interested in AI n ml saw this video .
Very good tutorial. Thanks for valuable information and Great job :)
such a brilliant way to let ppl understand! amazing teacher and thank you edureka a lot.
Thank you very much (from Tunisia)
Just PERFECT! ♥
nice explaination...thanks maam
Very well made and explained. Thank you for keeping it for beginners to understand in simple way. Appreciate your effort 👍
This is basic AI course , well explained and easy to understand. Well done
Thanks a lot! Couldn't find a better video with such well assembled content for AI.
Thank you for appreciating our efforts. Do subscribe to our channel and stay connected with us. Cheers :)
Thanks guys. You have really done a great job training people for free.
That was a good description of overall Artificial Intelligence.
You explain each and every topic in well manner way through animation. It is very interesting and fun to learn. Can you please provide the summary or details explanation of all the topics shown in video through a website or link . Which can be beneficial for us to future reference or revision.
This teacher told us clearly about and has a beautiful description all the video but the python from sketchs going fast .thank you
Thank you for appreciating our efforts. We will definitely look into your suggestions. Do subscribe to our channel and stay connected with us. Cheers :)
I just started listening today. You have explained the concept very elegantly. Thank you. Truly inspiring.
This channel is such a blessing. Thank you Edureka.
Excellent presentation and nice flow. Thank you so much for sharing in UA-cam.
Oh my God thank you a lot edureka 🤩😘
Hey, thanks for watching the video. Do give this video a thumbs up and subscribe to the channel for more amazing content. Cheers!
Good stuff i highly appreciate
Thank's a lot....Really helpful.
Very informative!
Great learning experience....
Thank you so much! Such a great tutorial for free!
Thank you for appreciating our efforts. Do subscribe to our channel and stay connected with us. Cheers :)
Thanku for explaining the artificial intelligence full course with depth and in an easy way... Tomorrow is my AI finals for class 9..This is just Superb to learn from this and i did have cleared all my doubts from this video.. Once again thanku❤
Finding it very useful. Thank you for sharing!
Thanks for the appreciation. Don't forget to subscribe to the channel.
Tutor explanation about subject, is best of all videos, I have came across so far. I wish to express my heartfelt gratitude and sincere thank to tutor & edureka for making such valuable videos
This is the best teacher for AI I have ever seen. Thank you so much.
Thanks for sharing. Looking forward to more videos. Very helpful and informative.
Thanks for the video. Good explanation.
One of the best videos. And the trainer is so well articulative. Kudos
Thank you for giving me insight to AI. Very valuable lecture for anyone interested in AI.
The tutor is ourstanding. One of the best tutorial out their for beginners. She has done a commendable job
This instructor is awesome. Really does a good job of explaining the concepts. The language, the delivery of the speech - everything makes it an interesting video to watch, along the with the content itself. Very high quality tutuorial
Wonderful tutorial ! Very well organized and explained. Well done!
Very informative course . Thanks a lot
I don't comment often. But your style of speech delivery is so impressive that I have to.
It is a very good course. Good explanation! Keep up the good work!
Thank you for this crystal clear explanation. Highly appreciate your work. Well done.
love the content , just cleared all my basics..
Thanks for the compliment, Sujann! We are glad that our video was of great help to you. Cheers!
Thanks from Brazil!
Brilliant Video. Thank you Edureka! Thanks to the tutor too!
This course on AI is exceptionally good and the presenter is a great trainer
Such a nice explanation. All the concepts were cleared. These things I never understood in my online classes🙂♥
This one of the best tutorials thank you so much for your incredible efforts
may God bless you Edureka you have opened my eyes to many things
the way instructor says is ultimate and great teaching with perfect clear cut voice thanks a lottttt madam
Thank you for the great lecture, Subscribed!
Thank you so much edureka...
I'm just a newbie into AI. I must say I'm so impressed with this presentation, it's so fantastic and very easy to understand. Thanks so much
This video is really very helpful.Thanks Alot.
Spending my lockdown period in this course is really a Excellent experience of learning with Edureka Thank you !!
Awsome tutorial very well done Zulekha. Your voice, way of teaching, pace and knowledge is too good. :)
zulekha Mam, Really very good explaination with clear voice.
Clear and great speaker. Thank you!!
I really enjoyed every second of this AI season. Fantastic season.
Very good video, it involves all artificial intelligence topics!
A question what you mean by bias in the video?
Thank you! Coming to your question, in deep learning while calculating the output of a node, the inputs are multiplied by weights, and a bias value is added to the result. The bias value allows the activation function to be shifted to the left or right, to better fit the data.
Great video ... very helpful to enhance my on AI and how AI plays in our daily life.
just started to learn AI and this is my first video tutorial and i'm impressed how information are well structured in a good presentation . really very informative. good job Edureka. thank you so much :)😀
Great efforts! Totally worth it having this tutorial as a beginner.
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 : )
amazing lecture, informative and comprehensive. thank you so much!
Thanks for the wonderful feedback! Stay tuned for future updates. Cheers!
Really well organized and articulated course for a person totally stranger to AI/ML. Well done.
We are super happy that Edureka is helping you learn better. Your support means a lot to us and it motivated us to create even better learning content and courses experience for you . Do subscribe the channel for more updates : ) Hit the bell icon to never miss an update from our channel : )
Amazing , got so much clarity on these topics. Will surely help me during my conversations with clients
Great video! I learned a lot! The demos were more complicated to understand because I only have small a python knowledge but I still managed to follow along :) Thank you!
Thank you so much : ) We are glad to be a part of your learning journey. Do subscribe the channel for more updates : ) Hit the bell icon to never miss an update from our channel : )
Its almost 2023, and this is the best introductory video on AI and Machine Learning. looking forward to purchase your courses :)
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 : )
The best and most detailed, well explained, I have ever heard. Brilliant. I would love to learn under this professor.
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 !
So just started this course to gain some knowledge during quarantine.
It's been 60 mins and totally worth my time. Explaination is on another level. 👍
Tks from Brazil
I had a subject of artificial intelligence, if I've watched this video before my class I would get more interest in my class ❤❤we performed AI in simulink MATLAB.
Although the video is very lengthy i didn't feel bored while listening. Thanks mam for the great explanation skills. We will support for longer. Thanks
Awesome...Tutor is very clear, concise and effective in engaging listeners. Thank you
1:14:15 leaving a time stamp for myself 😊
The trainer is excellent and has done an outstanding job
Zulaikha, Much Appreciated your efforts to explain AI and Machine Learning concepts in such a well understandable manner. It was really interesting session with you. Thank you for your time and knowledge share.
One thing i would request you if you can provide best tutorial for learning Python. i am pretty new to Python and would like to learn.
Hi Sarfaraz, thank you for appreciating our efforts. We strive to provide quality tutorials so that people can learn easily. Here's a link to our Python playlist: bit.ly/2JiK2yN. Hope this is helpful!
@@edurekaIN thank you so much
Zulekha, u did brilliant job , u gave ur time and energy to explain AI for the beginner in a professional manner, u wer little quick in explanation but it's all right , keep up the good work, may Allah fulfil ur all desire wish, ameen. Thanks- UAE
Great content presentation!! And a great voice.
I had watched all full video and now it is easy for me to learn AL
Very well explained!.Thank you so much!
Awesome teacher, voice clear easily to understand and sweet soft voice create interest and curiosity in AI.
Such a nice platform for learning.
Very comprehensive introduction that was presented in a way that was clear and concise.
Thanks Seti.
Fantastic channel than any other one.... trust me u can learn every small thing clearly in every video.... I'm soooo happy 😀🤟 thanks a lot edureka.... Keep going
wonderful job❤️
Hey:) Thank you so much for your sweet words :) Really means a lot ! Glad to know that our content/courses is making you learn better :) Our team is striving hard to give the best content. Keep learning with us -Team Edureka :) Don't forget to like the video and share it with maximum people:) Do subscribe the channel:)