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Cloudswyft

Deep Learning on Azure with Python: AI for Beginners

Cloudswyft via FutureLearn

Overview

Prepare for a new career with $100 off Coursera Plus
Gear up for jobs in high-demand fields: data analytics, digital marketing, and more.

If you want to learn how to use deep learning in a professional context, you need to begin with AI.

AI technology is already everywhere. 10% of businesses use 10 or more AI applications, and it is estimated that 77% of us regularly use an AI-powered service. AI skills are therefore in demand: LinkedIn named artificial intelligence as its fourth most valued hard skill in 2020.

This course is an introduction to artificial intelligence, using Microsoft Cognitive Services, with Python programming language as the medium.

Discover the potential applications of AI and more

This artificial intelligence course will equip you with foundational knowledge so you can start building your understanding of deep learning using Python. You will cover how AI processes both text and speech language, seeing the world through AI, and how you can work with these inputs to create chat bots that generate natural conversation in response to inputs. It will also enable you to work towards gaining Microsoft Azure AI Engineer Associate (AI-100) certification.

Learn from AI experts

The course is offered through a collaboration between CloudSwyft, Microsoft, and FutureLearn. CloudSwyft is a leading provider of cloud-based technology training, focused on future-ready skills.

This machine learning and artificial intelligence course is designed for those who would like to learn more about deep learning. Basic knowledge of Python programming would be advantageous, as would solid maths and computer science skills.

Syllabus

  • Course Introduction
    • About this Course
    • Artificial Intelligence
    • Machine Learning Fundamentals
    • Azure Machine Learning Studio
    • CloudSwyft Hands-On Lab 1
    • Wrapping Up the Week
  • Text Analytics and Image Processing
    • Getting Started with Text Processing
    • Introduction to Natural Language Processing
    • Language Understanding Intelligent Service
    • CloudSwyft Hands-On Lab 2
    • Getting Started with Image Processing
    • Wrapping Up the Week
  • Image Processing, Bots and Beyond the Basics
    • Working with Images and Video
    • CloudSwyft Hands-On Lab 3
    • Introduction to Bots
    • Building Intelligent Bots
    • CloudSwyft Hands-On Lab 4
    • Beyond the Basics
    • Where Do I Go From Here?

Taught by

Claire Lipscomb

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