Artificial Intelligence Tutorial | AI Tutorial For Beginners | Intellipaat – YouTube

Posted By Aprit Dixit on 20 Aug 2019 in YouTube

?Intellipaat Artificial Intelligence Masters Course: https://intellipaat.com/artificial-intelligence-masters-training-course/
? Read complete Artificial Intelligence tutorial here: https://intellipaat.com/blog/tutorial/artificial-intelligence-tutorial/
In this Artificial Intelligence tutorial for beginners video you will learn the difference between ai, ml and dl, topology of neural network and how to train network with back propagation. Once you learn all these you will learn natural language processing with NLTK and Spacy pacckage in detail.
#ArtificialIntelligence #AICourseOnlineForBeginners #ArtificialIntelligenceTutorial #NaturalLanguageProcessing
#MachineLearning #Intellipaat

? Do subscribe to Intellipaat channel & get regular updates on technological videos: http://bit.ly/Intellipaat

?This artificial intelligence training video helps you to learn following topics:
What makes humans intelligent? – 1:27
Machine Learning & it’s types – 4:52
Supervised Learning – 5:30
Classification Algorithm – 7:40
Unsupervised Learning – 10:41
Unsupervised Algorithm – K-means Clustering – 11:19
Reinforcement Learning – 12:56
Limitations of Machine Learning – 16:24
Automatic Feature Extraction with Deep Learning – 17:12
Deep Learning with Artificial Neural Networks – 17:42
Perceptron – 18:44
Why do we need Weights? – 19:38
Perceptron Training Algorithm – 20:15
Benefits of using Artificial Neural Network – 21:01
Deep Learning Application – 22:47
Deep Learning Frameworks – 23:36
Tensorflow – 23:51
Keras – 25:09
PyTorch – 25:35
DL4J – 26:11
MXNet – 26:49
What are Tensors? – 27:29
Tensor Rank – 27:55
Computational Graph – 28:26
Program Elements in TensorFlow – 29:24
Constants – 29:36
Placeholder – 37:42
Variable – 43:44
Introduction to Neural Networks – 50:10
Activation Function – 1:09:36
Feed Forward Neural Network – 1:19:24
Multi Layer Perceptron – 1:37:31
Understanding Natural Language – 2:19:45
Components of Natural Language Processing – 2:20:44
Natural Language Understanding – 2:20:55
Natural Language Generation – 2:21:10
Packages for NLP – 2:21:24
Tokenization – 2:21:37
Uni-gram, Bi-gram and Tri-gram – 2:25:12
Stemming – 2:28:29
Lemmatization – 2:30:09
Part of Speech Tagging – 2:31:32
Named Entity Recognition – 2:34:08
Introduction to Spacy – 2:36:25
Sentiment Analysis using NLTK – 2:44:03
Quiz-1 – 3:03:43
Quiz-2 – 3:03:57
Quiz-3 – 3:04:11

? Watch Artificial Intelligence video tutorials here: https://goo.gl/gyf2g3

?Interested to learn Artificial Intelligence still more? Please check similar what is Artificial Intelligence Blog here: https://intellipaat.com/blog/what-is-artificial-intelligence/

Are you looking for something more? Enroll in our Artificial Intelligence Course and become a certified A.I. professional (https://intellipaat.com/artificial-intelligence-masters-training-course/). It is a 143 hrs instructor led AI for everyone training provided by Intellipaat which is completely aligned with industry standards and certification bodies.

If you’ve enjoyed this video, Like us and Subscribe to our channel for more similar videos and free tutorials.

Got any questions? Ask us in the comment section below.

Intellipaat Edge
1. 24*7 Life time Access & Support
2. Flexible Class Schedule
3. Job Assistance
4. Mentors with +14 yrs
5. Industry Oriented Course ware

6. Life time free Course Upgrade

Why Artificial Intelligence is important?

Artificial Intelligence is taking over each and every industry domain. Machine Learning and especially Deep Learning are the most important aspects of Artificial Intelligence that are being deployed everywhere from search engines to online movie recommendations. Taking the Intellipaat deep learning training & Artificial Intelligence Course can help professionals to build a solid career in a rising technology domain and get the best jobs in top organizations.

Why should you opt for a Artificial Intelligence career?