Artificial Intelligence Tutorial For Beginners 2020

Artificial Intelligence Tutorial For Beginners 2020 (Free Course)

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 #ArtificialIntelligenceTutorial #MachineLearning 

This artificial intelligence training video helps you to learn following topics:What makes humans intelligent? 
- 1:27Machine Learning & it's types 
- 4:52Supervised Learning 
- 5:30Classification Algorithm 
- 7:40Unsupervised Learning 
- 10:41Unsupervised Algorithm 
- K-means Clustering 
- 11:19Reinforcement Learning 
- 12:56Limitations of Machine Learning 
- 16:24Automatic Feature Extraction with Deep Learning 
- 17:12Deep Learning with Artificial Neural Networks 
- 17:42Perceptron 
- 18:44Why do we need Weights? 
- 19:38Perceptron Training Algorithm 
- 20:15Benefits of using Artificial Neural Network 
- 21:01Deep Learning Application 
- 22:47Deep Learning Frameworks 
- 23:36Tensorflow 
- 23:51Keras 
- 25:09PyTorch 
- 25:35DL4J 
- 26:11MXNet 
- 26:49What are Tensors? 
- 27:29Tensor Rank 
- 27:55Computational Graph 
- 28:26Program Elements in TensorFlow 
- 29:24Constants 
- 29:36Placeholder 
- 37:42Variable 
- 43:44Introduction to Neural Networks 
- 50:10Activation Function 
- 1:09:36Feed Forward Neural Network 
- 1:19:24Multi Layer Perceptron 
- 1:37:31Understanding Natural Language 
- 2:19:45Components of Natural Language Processing 
- 2:20:44Natural Language Understanding 
- 2:20:55Natural Language Generation 
- 2:21:10Packages for NLP 
- 2:21:24Tokenization 
- 2:21:37Uni-gram, Bi-gram and Tri-gram 
- 2:25:12Stemming 
- 2:28:29Lemmatization 
- 2:30:09Part of Speech Tagging 
- 2:31:32Named Entity Recognition 
- 2:34:08Introduction to Spacy 
- 2:36:25Sentiment Analysis using NLTK 
- 2:44:03Quiz-1 
- 3:03:43Quiz-2 
- 3:03:57Quiz-3 
- 3:04:11 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.
Why should you opt for a Artificial Intelligence career?If you want to fast-track your career then you should strongly consider Artificial Intelligence. The reason for this is that it is one of the fastest growing technology. 
There is a huge demand for professionals in Artificial Intelligence. The salaries for A.I. Professionals is fantastic.There is a huge growth opportunity in this domain as well.

License: Creative Commons Attribution license (reuse allowed)

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