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COURSE

Course

Artificial Intelligence (AI) and Machine learning

Artificial intelligence, machine learning, neural networks, and more



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  • Created by: Course Chunks
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  • updated: 1 day ago
INNOVATION   COMPUTER SCIENCE   CODING   TECHNOLOGY   AI MACHINE LEARNING  
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Course: 13 sections | 148 chunks | 945 resources

Introduction Section
Contains: 3 chunks ↓ details
  • 1 - AI Machine Learning Introduction
  • 2 - History of Artificial Intelligence (AI)
  • 3 - Intelligence - different types of intelligences
Chat bots and AI communication
Contains: 8 chunks ↓ details
  • 1 - Membership - software options for websites
  • 2 - Stream - API for chat and activity feeds
  • 3 - Forum, Chat, Discussion - software options for coders (API's)
  • 4 - Twilio - API's for Video, Chat, Chatbots
  • 5 - Chatbots and AI in Psychotherapy, Science and Psychology
  • 6 - Chatbots and AI in medicine and health care
  • 7 - Chatbots and AI in education
  • 8 - Chatbots - communication bots powered by AI
Applications of AI and Machine Learning (examples, ideas)
Contains: 37 chunks ↓ details
  • 1 - Surprising applications of AI Machine Learning
  • 2 - AI in education
  • 3 - AI in medicine and health care
  • 4 - AI in the Workplace
  • 5 - AI in HR, Recruiting and the Workplace
  • 6 - Robotics and Automation
  • 7 - Examples: Robotics and Automation
  • 8 - Augmented Eternity - Using AI and Technology to 'live forever'
  • 9 - AI bots, jobs and workplace Automation
  • 10 - Robotics, Automation and Food - delivery, preparation
  • 11 - Chatbots and AI in medicine and health care
  • 12 - Supply Chain Management and Blockchain, AI
  • 13 - Business Models built on AI, Machine Learning
  • 14 - AI, and Legal Research
  • 15 - Chatbots and AI in Psychotherapy, Science and Psychology
  • 16 - Computer Vision and AI Machine Learning
  • 17 - Quantitative vs. qualitative research - using Data Science in biology, medicine and health care
  • 18 - Boston Dynamics - Robotics, Automation
  • 19 - Exoskeleton Technology - Robotics and Automation
  • 20 - Healthcare, Medical Tech - Robotics and Automation
  • 21 - AI as a Service and Workplace Automation
  • 22 - Data Sets, Open Access and AI in medicine and health care
  • 23 - Computer Systems in medicine and health care
  • 24 - AI and drug research, medicine and health care
  • 25 - Getting started with AI in the Workplace
  • 26 - Science and surprising applications of AI Machine Learning
  • 27 - Supply Chains, Logistics and global shipping
  • 28 - AI in Podcasting - Machine Learning Algorithms and technology in podcasts
  • 29 - UiPath - and AI in the Workplace
  • 30 - History of medical research, medicine and health care
  • 31 - Sales, Marketing and AI in the Workplace
  • 32 - Agriculture, Farming, Food and Robotics, Automation
  • 33 - AI in education - NLP and voice, text, language
  • 34 - Robotics, Automation and Dexterity
  • 35 - Robotic process automation, or RPA - and AI in the Workplace
  • 36 - Shippo - Supply Chains, Logistics and global shipping
  • 37 - Chatbots and AI in education
AI and Society - Journalism, News, Politics, Justice
Contains: 17 chunks ↓ details
  • 1 - AI and Ethics
  • 2 - Journalism, News + AI and Machine Learning
  • 3 - AI, algorithms and Criminal Justice
  • 4 - Deepfakes: Fake photos, videos, news - Created by AI Machine Learning
  • 5 - Using AI Machine Learning to fight Fake News
  • 6 - AI Machine Learning - in Politics, Policy, Elections and Government
  • 7 - Voting, Elections, Hacking and Cybersecurity
  • 8 - Data science, AI and Ethics
  • 9 - Google - AI, ethics, controversy and debate
  • 10 - AI - and Energy
  • 11 - News Break - app for local journalism
  • 12 - Politics, Democracy and Social Media
  • 13 - Free Speech Debate - journalism, democracy, society
  • 14 - Australia - Social media, regulation, publishing content, copyright, link tax issue
  • 15 - Synthetic Media - AI and writing, journalism
  • 16 - Predicting, Forecasting Elections with Polls and Data Science
  • 17 - Journalism, News, Links and Facebook - legal challenges and lawsuits
Fears of General Artificial Intelligence
Contains: 4 chunks ↓ details
  • 1 - What is Consciousness? Discussions about robots, plants, AI and more
  • 2 - GPT-3 - OpenAI and Neural Networks, Deep Learning
  • 3 - AGI - Artificial General Intelligence - Progress and Predictions
  • 4 - AGI - Artificial General Intelligence , fears and possible futures
Math and Algorithms for AI, Machine Learning
Contains: 6 chunks ↓ details
  • 1 - The Power of Algorithms
  • 2 - Biased Algorithms - and the importance of good data sets in AI
  • 3 - Advanced Math and Calculus for Machine Learning (AI)
  • 4 - Algorithims - getting started with Machine Learning (AI)
  • 5 - Calculus - Advanced Math - for Machine Learning
  • 6 - Linear Algebra
NLP - Natural Language Processing
Contains: 3 chunks ↓ details
  • 1 - Natural Language Processing (NLP) - courses
  • 2 - NLP and AI as a Service (API)
  • 3 - Natural Language Processing (NLP)
Neural Networks and Deep Learning (AI)
Contains: 10 chunks ↓ details
  • 1 - Neural Networks and Deep Learning (AI)
  • 2 - Getting started with Neural Networks and Deep Learning (AI)
  • 3 - Google and AI, Neural Networks and Deep Learning (AI)
  • 4 - Open Source AI, Machine Learning, Neural Networks and Deep Learning
  • 5 - DeepMind, Google, AI, Neural Networks and Deep Learning (AI)
  • 6 - Fast.ai - courses, resources for Neural Networks and Deep Learning (AI)
  • 7 - Suggested resources for Getting started with Neural Networks and Deep Learning (AI)
  • 8 - GPT-3 - OpenAI and Neural Networks, Deep Learning
  • 9 - ML Frameworks - PyTorch vs. TensorFlow
  • 10 - Google and AI, Neural Networks and Deep Learning (AI) - tools and resources for developers
Data Science and AI
Contains: 12 chunks ↓ details
  • 1 - Big Data - Data science and AI
  • 2 - Data Ontologies, Taxonomy and Shared Knowledge
  • 3 - Using AI and Data for Forecasting and Predictions
  • 4 - GraphOS - Knowledge Graphs on the Blockchain
  • 5 - Importance of Good Data Sets in AI and Data Science
  • 6 - Data Sets - How to find good Data Sets for AI training and Data Science
  • 7 - Alternative Data (for investing) - Foursquare, SecondMeasure, Mattermark, CBInsights, and more
  • 8 - Biased Algorithms - and the importance of good data sets in AI
  • 9 - Leveraging big data to derive meaningful information is big business
  • 10 - Knowledge Graphs - educational database structure
  • 11 - Big Data - Data science and AI - and business strategy
  • 12 - Unique data sets, AI and competing vs. bigger tech giants with domain-specific products
Developers and Coders - Getting Started with AI, ML
Contains: 10 chunks ↓ details
  • 1 - Getting started with Machine Learning (AI)
  • 2 - Javascript: with AI Machine Learning
  • 3 - AI and Python - Introduction to machine learning AI and programming in Python
  • 4 - Data Science Courses and MOOCs
  • 5 - Getting started with Machine Learning (AI) - courses from Amazon, Google, Microsoft, more
  • 6 - Dataquest - Data Science Courses and MOOCs
  • 7 - Getting started with Machine Learning (AI) - tools and resources
  • 8 - DataCamp - Data Science Courses and MOOCs
  • 9 - Getting jobs at Google, Apple - without a college degree
  • 10 - AI and Related content recommender (websites)
Tools and Resources for Developers and Coders - Getting Started with AI, ML
Contains: 11 chunks ↓ details
  • 1 - IBM Watson AI
  • 2 - AI and Related content recommender (websites)
  • 3 - AI and Data Science - open source tools and resources
  • 4 - Getting started with Machine Learning (AI) - tools and resources
  • 5 - Suggested resources for Getting started with Neural Networks and Deep Learning (AI)
  • 6 - Google and AI, Neural Networks and Deep Learning (AI) - tools and resources for developers
  • 7 - ML Frameworks - PyTorch vs. TensorFlow
  • 8 - Artificial Intelligence and App design - Tools Resources for Developers, Coders
  • 9 - Fast.ai - courses, resources for Neural Networks and Deep Learning (AI)
  • 10 - Pair programming - Team Building developers - Engineering, Coding talent at startups
  • 11 - Pair programming - Team Building developers - Engineering, Coding talent at startups
Getting Started with Data Science - for AI, Machine Learning
Contains: 19 chunks ↓ details
  • 1 - Python and Data Science
  • 2 - Statistics, Data Science and Academic Research
  • 3 - Tools for AI and Data Science
  • 4 - Data Science Courses and MOOCs
  • 5 - Statistics - Introduction
  • 6 - Linear Regression, Algebra - Statistics, Data Science and Academic Research
  • 7 - AI, Machine Learning and Academic Research
  • 8 - AI and Related content recommender (websites)
  • 9 - DataCamp - Data Science Courses and MOOCs
  • 10 - Arguments against Python (programming language)
  • 11 - Scraping websites for data
  • 12 - Probability and Statistics - Khan Academy course
  • 13 - Python and Data Science - sample projects
  • 14 - Learn Python (programming language) - for kids, teens, adults
  • 15 - Python (programming language) - courses, lessons
  • 16 - Jupyter Notebooks - essential Tools for AI and Data Science
  • 17 - Kaggle - for data science
  • 18 - Data Visualization, Statistics, Data Science - Introduction
  • 19 - Dataquest - Data Science Courses and MOOCs
AI and Society - Creativity, Arts, Music, Writing
Contains: 8 chunks ↓ details
  • 1 - Synthetic Media - AI and writing, journalism
  • 2 - Music and Technology - AI and Machine Learning
  • 3 - Grammarly - AI Assistant for Good Writing (Structure, Grammar, Spelling...
  • 4 - GPT-3 - OpenAI and Neural Networks, Deep Learning
  • 5 - Deepfakes: Fake photos, videos, news - Created by AI Machine Learning
  • 6 - AI and Writing, Creativity
  • 7 - Art, Creativity and AI Machine Learning
  • 8 - AI-powered Writing Assistants - Grammarly, Copy.Ai, more
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Recent changes to this Course:

Course Chunks saved a new Article "Hyundai acquires controlling stake in U.S. robotics firm Boston Dynamics for $880 million" on the Chunk: Boston Dynamics - Robotics, Automation
1 day ago
Course Chunks saved a new Article "What went wrong with America’s $44 million vaccine data system? | MIT Technology Review" on the Chunk: Data Sets, Open Access and AI in medicine and health care
2 days ago
Course Chunks saved a new Article "It took a pandemic, but the US finally has (some) centralized medical data | MIT Technology Review" on the Chunk: Data Sets, Open Access and AI in medicine and health care
2 days ago
Course Chunks added a new Chunk "Data Sets, Open Access and AI in medicine and health care" on Section: Applications of AI and Machine Learning (examples, ideas)
2 days ago
Course Chunks saved a new Article "Our personal health history is too valuable to be harvested by the tech giants" on the Chunk: Data Sets, Open Access and AI in medicine and health care
2 days ago
Course Chunks saved a new Article "A little-known AI method can train on your health data without threatening your privacy - MIT" on the Chunk: Data Sets, Open Access and AI in medicine and health care
2 days ago
Course Chunks saved a new Article "How Big Data Is Changing Genetic Research - Digg" on the Chunk: Data Sets, Open Access and AI in medicine and health care
2 days ago
Course Chunks added a new Chunk "Arguments against Python (programming language) " on Section: Getting Started with Data Science - for AI, Machine Learning
4 days ago
Course Chunks saved a new Article "8 Reasons Python Sucks - The Hacker Factor Blog" on the Chunk: Arguments against Python (programming language)
4 days ago
Course Chunks saved a new Article "Why Python is not the programming language of the future" on the Chunk: Arguments against Python (programming language)
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