Introduction to Artificial Intelligence ( AI ) for Managers

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873 MB

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05/14/20 at 1:04pm GMT+1

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Description

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Introduction to Artificial Intelligence ( AI ) for Managers

Data Science, Machine Learning, Deep Learning & Neural Networks for Beginners with Scikit-Learn & Python

What you'll learn

•Understand how AI works at a technical level. Manage machine learning and deep learning projects.
•Use AI libraries like Scikit-Learn
•Understand how Multi-layer Neural Networks learn features automatically
•Learn about deep learning algorithms like convolutional neural networks

Requirements

•Basic School Math at 10th grade level
•Basic knowledge of Algorithms.
•Be able to understand a technical description of an algorithm.

Description

Do you want to learn Artificial Intelligence technology quickly?
Are you a manager, director, or VP who needs to understand how AI works at a technical level?
This fast-paced course explains the core concepts of Artificial Intelligence through engaging animations. In less than 2 hours you will be able to:
- Identify opportunities for using AI in your business
- Evaluate technical solutions
- Manage AI development projects
- Estimate resource requirements for your AI project
- Reuse pre-trained libraries to save cost
... and lead your AI project to success.

Experience:
The material in this course is built upon 15 years of my experience developing machine learning systems for industry projects.
Enroll today & accelerate your career with AI.

Who this course is for:

•AI Managers, Project Leaders, Directors, Vice-Presidents who have worked in technology, and need to learn AI quickly

File list

Introduction to Artificial Intelligence ( AI ) for Managers
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/001 Introduction.en.srt 2.5 KB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/001 Introduction.mp4 37.1 MB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/002 What is Artificial Intelligence.en.srt 7.1 KB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/002 What is Artificial Intelligence.mp4 76.5 MB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/003 Structure of Machine Learning Systems.en.srt 5.4 KB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/003 Structure of Machine Learning Systems.mp4 34.1 MB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/004 Rating Your Experience.html 1.4 KB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/005 Machine Learning with Models.en.srt 11.5 KB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/005 Machine Learning with Models.mp4 85.6 MB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/006 Speed Up the Learning Process.en.srt 5.7 KB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/006 Speed Up the Learning Process.mp4 32.9 MB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/007 Preventing Underfit Overfit.en.srt 4.9 KB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/007 Preventing Underfit Overfit.mp4 30.9 MB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/008 Classification.en.srt 6.8 KB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/008 Classification.mp4 40.1 MB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/009 Sigmoid Models for Classification.en.srt 3.2 KB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/009 Sigmoid Models for Classification.mp4 25.4 MB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/010 Regularization - Part 1.en.srt 5.9 KB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/010 Regularization - Part 1.mp4 26.4 MB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/011 Regularization - Part 2.en.srt 4.3 KB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/011 Regularization - Part 2.mp4 26.8 MB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/012 Machine Learning Libraries.en.srt 5.7 KB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/012 Machine Learning Libraries.mp4 28.7 MB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/013 Coding with Python Scikit Learn.en.srt 8.5 KB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/013 Coding with Python Scikit Learn.mp4 62.2 MB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/014 Multi-Layer Neural Networks Deep Learning - Part 1.en.srt 5.9 KB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/014 Multi-Layer Neural Networks Deep Learning - Part 1.mp4 45.3 MB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/015 Multi-Layer Neural Networks Deep Learning - Part 2.en.srt 7 KB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/015 Multi-Layer Neural Networks Deep Learning - Part 2.mp4 57.6 MB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/016 Convolutional Neural Network - Part 1.en.srt 8.6 KB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/016 Convolutional Neural Network - Part 1.mp4 75.9 MB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/017 Convolutional Neural Network - Part 2.en.srt 3.4 KB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/017 Convolutional Neural Network - Part 2.mp4 36.5 MB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/018 Convolutional Neural Network - Part 3.en.srt 2.4 KB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/018 Convolutional Neural Network - Part 3.mp4 21.4 MB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/019 Recurrent Neural Networks.en.srt 4 KB
Introduction to Artificial Intelligence ( AI ) for Managers/01 Technology of AI/019 Recurrent Neural Networks.mp4 30.7 MB
Introduction to Artificial Intelligence ( AI ) for Managers/02 Managing AI Projects/020 Start From Published Papers.en.srt 2.1 KB
Introduction to Artificial Intelligence ( AI ) for Managers/02 Managing AI Projects/020 Start From Published Papers.mp4 12.9 MB
Introduction to Artificial Intelligence ( AI ) for Managers/02 Managing AI Projects/021 Machine Learning or Deep Learning.en.srt 2.4 KB
Introduction to Artificial Intelligence ( AI ) for Managers/02 Managing AI Projects/021 Machine Learning or Deep Learning.mp4 15.7 MB
Introduction to Artificial Intelligence ( AI ) for Managers/02 Managing AI Projects/022 Build or Buy.en.srt 1.4 KB
Introduction to Artificial Intelligence ( AI ) for Managers/02 Managing AI Projects/022 Build or Buy.mp4 11.3 MB
Introduction to Artificial Intelligence ( AI ) for Managers/02 Managing AI Projects/023 Re-use Models and Libraries.en.srt 1.1 KB
Introduction to Artificial Intelligence ( AI ) for Managers/02 Managing AI Projects/023 Re-use Models and Libraries.mp4 9.3 MB
Introduction to Artificial Intelligence ( AI ) for Managers/02 Managing AI Projects/024 Word Embeddings.en.srt 2.8 KB
Introduction to Artificial Intelligence ( AI ) for Managers/02 Managing AI Projects/024 Word Embeddings.mp4 18.8 MB
Introduction to Artificial Intelligence ( AI ) for Managers/02 Managing AI Projects/025 Using Embeddings for Natural Language Processing.en.srt 1.5 KB
Introduction to Artificial Intelligence ( AI ) for Managers/02 Managing AI Projects/025 Using Embeddings for Natural Language Processing.mp4 13.1 MB
Introduction to Artificial Intelligence ( AI ) for Managers/02 Managing AI Projects/026 Training with Artificial Data.en.srt 1.3 KB
Introduction to Artificial Intelligence ( AI ) for Managers/02 Managing AI Projects/026 Training with Artificial Data.mp4 17.9 MB
Introduction to Artificial Intelligence ( AI ) for Managers/ReadMe.txt 220 B
ReadMe.txt 220 B

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