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Artificial Intelligence

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Artificial Intelligence Professional Certificate

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Program Content

AI.1 – What is Artificial Intelligence, Machine Learning, and Deep Learning 2 Topics | 1 Multiple-Choice Exam

Module Content

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AI.1.1 Lab: Installing Python on Windows (Anaconda)

AI.1.2 Lab: Building an AI Chatbot with Input/Output Technology

AI.1 Exam – What is AI, ML, and DL

AI.2 – Neural Networks (NNs), Natural Language Processing (NLP), and Dynamic Memory Networks (DMNs) 2 Topics | 1 Multiple-Choice Exam

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AI.2.1 Lab: Using Anaconda Navigator

AI.2.2 Lab: Using Jupyter Notebook

AI.2 Exam – NNs, NLP, and DMNs

AI.3 – Convolutional Neural Networks (CNNs) 1 Topic | 1 Multiple-Choice Exam

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AI.3 Lab: Your First Machine Learning Program

AI.3 Exam – Convolutional Neural Networks (CNNs)

AI.4 – Recurrent Neural Networks (RNNs) 1 Topic | 1 Multiple-Choice Exam

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AI.4 Lab: Visualizing a Decision Tree

AI.4 Exam – Recurrent Neural Networks (RNNs)

AI.5 – Generative Adversarial Networks (GANs) 1 Topic | 1 Multiple-Choice Exam

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AI.5 Lab: Using a Histogram to Visualize a Feature from a Dataset

AI.5 Exam – Generative Neural Networks (GANs)

AI.6 – Deep Reinforcement Learning (DRL) and Unsupervised Learning (UL) 1 Topic | 1 Multiple-Choice Exam

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AI.6 Lab: Training and Testing Data for Machine Learning

AI.6 Exam – DRL and UL

AI.7 – Practice I – Building Neural Networks with TensorFlow and Keras 2 Topics | 1 Multiple-Choice Exam

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AI.7.1 Lab: Building a ML Chatbot with Python and ChatterBot

AI.7.2 Lab: Building a DL Chatbot with Python and TensorFlow

AI.7 Exam – ML | DL Chatbots

AI.8 – Practice II – Building a Chatbot with Amazon Lex 1 Topic | 1 Multiple-Choice Exam

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AI.8 Lab: DL Chatbot with Amazon Lex

AI.8 Exam – Amazon Lex Chatbots

AI.9 – Practice III – Building a Chatbot with Facebook Messenger 1 Topic | 1 Multiple-Choice Exam

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AI Labs: DL Chatbot with Facebook Messenger

AI.9 Exam – Facebook Messenger Chatbots

AI.10 – Artificial Intelligence Professional: Great Salary and Opportunities! 1 Topic

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AI.10 Lab: Using GitHub for Mastering Your Career

Final Assignment – Get Your Certificate Today!

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