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COURSE:
Artificial Intelligence (AI) and Machine learning
Description:
Artificial intelligence, machine learning, neural networks, and more
This course contains:
19 sections
•
1222 resources
in
•
270 chunks
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Section: Introduction Section
↓ 4 chunks
A concise introduction to Artificial Intelligence and Machine Learning
14 resources
a brief look at important moments in academic research related to AI and machine learning
1 resource
a brief look at Intelligence and the different types of intelligences
9 resources
What is AGI - Artificial General Intelligence - types of AI
2 resources
↓ 2 chunks
Guide for potential INVESTORS: An introduction to Investing in Artificial Intelligence (AI) Startups
3 resources
Guide for potential INVESTORS: An introduction to Investing in Artificial Intelligence (AI) Startups
4 resources
↓ 8 chunks
"We live in the age of the algorithm. Increasingly, the decisions that affect our lives - whether we get a job or a loan, how much we pay for insurance - are being made by mathematical models. ..." Cathy O'Neil
10 resources
Social Media and AI, algorithms - YouTube, TikTok, others
6 resources
a collection of articles looking at the problem of Biased Algorithms - and the importance of good data sets in AI
21 resources
advanced and theoretical concepts in Math for AI
10 resources
algorithms for geting started with machine learning (artificial intelligence, AI)
8 resources
a collection of articles, videos and resources about Calculus - Advanced Math - for Machine Learning
6 resources
Linear Algebra
6 resources
Calculus - Math - online courses
6 resources
Section: NLP - Natural Language Processing
↓ 3 chunks
Course to learn about Natural language processing (NLP) is the ability of a computer program to understand human language as it is spoken. NLP is a component of artificial intelligence (AI).
3 resources
big companies like IBM (watson), Google, Amazon are offering AI artificial intelligence and NLP natural language processing as a service, accessible by API. Here is a collection of articles and resources looking at AI as a Service...
9 resources
Natural language processing (NLP) is the ability of a computer program to understand human language as it is spoken. NLP is a component of artificial intelligence (AI).
8 resources
Section: Neural Networks and Deep Learning AI
↓ 17 chunks
Artificial intelligence, AI, Neural Networks and Deep Learning
17 resources
A guide for programmers and hackers Artificial intelligence, AI, Neural Networks and Deep Learning
18 resources
Articles about google and artificial intelligence, AI, Neural Networks and Deep Learning
15 resources
A guide for programmers and hackers Artificial intelligence, AI, Neural Networks and Deep Learning
4 resources
a collection of Suggested resources for Getting started with Neural Networks and Deep Learning (AI)
10 resources
Articles about google and artificial intelligence, AI, Neural Networks and Deep Learning
6 resources
DeepMind AlphaFold - mapping protein folding with AI
6 resources
a collection of articles about ML Frameworks - PyTorch vs. TensorFlow
6 resources
Articles about google and artificial intelligence, AI, Neural Networks and Deep Learning with tools and resources for developers
8 resources
GPT-3 and AI, Neural Networks, Deep Learning
8 resources
ChatGPT - how does it work? LLMs and Transformer models
3 resources
LLMs large language models like GPT from OpenAI and Neural Networks, Deep Learning
3 resources
Transformer models and LLMs large language models in AI, Neural Networks, Deep Learning
4 resources
AI research papers - Attention is all you need (about transformer models, LLMs)
3 resources
Open source LLMs (large language models) - Llama, Alpaca and others
3 resources
Fast.ai - courses, resources for Neural Networks and Deep Learning (AI)
4 resources
Criticism of GPT-3 - OpenAI and Neural Networks, Deep Learning
2 resources
Section: Data Science and AI
↓ 7 chunks
a collection of articles about Using AI and Data science
8 resources
a collection of articles and resources about Data Ontologies, Taxonomy and Shared Knowledge
0 resources
a collection of articles about Using AI and Data for Forecasting and Predictions
11 resources
a collection of articles and resources about GraphOS - Knowledge Graphs on the Blockchain
0 resources
A collection of articles looking at how Leveraging big data to derive meaningful information is big business
3 resources
a collection of articles and resources about Knowledge Graphs - educational database structure
0 resources
a collection of articles about Using AI and Data science
2 resources
↓ 13 chunks
how to get started with machine learning (artificial intelligence, AI)
16 resources
Essential core concepts in Javascript
1 resource
a collection about AI and Python - Introduction to machine learning AI and programming in Python
8 resources
AI and Python scripts - using ChatGPT
3 resources
AutoGPT - AI and Python scripts - using ChatGPT
1 resource
a collection of articles about Data Science Courses and MOOCs
16 resources
Getting started with Machine Learning (AI) - pathways from beginner to advanced
4 resources
Advanced coding topics for programmers: recommendation algorithms
11 resources
how to get started with machine learning (artificial intelligence, AI) - tools and resources
10 resources
how to get started with machine learning (artificial intelligence, AI) with - courses from Amazon, Google, Microsoft, more
9 resources
Getting jobs at Google, Apple - without a college degree
3 resources
DataCamp - Data Science Courses and MOOCs
2 resources
Dataquest - Data Science Courses and MOOCs
1 resource
↓ 28 chunks
A collection of articles about IBM Watson ai
8 resources
IBM and quantum computing
2 resources
Advanced coding topics for programmers: recommendation algorithms
11 resources
a collection of open source tools and resources for AI and Data Science
4 resources
how to get started with machine learning (artificial intelligence, AI) - tools and resources
10 resources
Getting started with Machine Learning (AI) - pathways from beginner to advanced
4 resources
a collection of Suggested resources for Getting started with Neural Networks and Deep Learning (AI)
10 resources
Articles about google and artificial intelligence, AI, Neural Networks and Deep Learning with tools and resources for developers
8 resources
a collection of articles about ML Frameworks - PyTorch vs. TensorFlow
6 resources
Add AI Machine Learning to website or app - Tools Resources for Developers, Coders
3 resources
Fast.ai - courses, resources for Neural Networks and Deep Learning (AI)
4 resources
Pair programming - Team Building developers - Engineering, Coding talent at startups
5 resources
OpenAI - company, GPT and projects
13 resources
Competing with OpenAI - Anthropic, Stability AI, AI21 Labs, and more...
6 resources
Stability AI, Stable Diffusion and more
3 resources
Whisper from OpenAI - speech recognition, voice to text
2 resources
Microsoft and OpenAI - company, GPT and projects
5 resources
Developers: build websites with the API from OpenAI, Chat GPT and more
6 resources
LangChain - tool for Developers: build websites with the API from OpenAI, Chat GPT and more
3 resources
Developers: build websites with the API from OpenAI, Chat GPT - examples, case studies
5 resources
ChatGPT from OpenAI
3 resources
ChatGPT from OpenAI - tips, tricks, prompts, scripts
4 resources
DALL-E, OpenAI - art generation from AI, GPT-3
4 resources
AI and Art - generation tools, resources - GPT-3, DALL-E, OpenAI, and more
5 resources
AI and speech recognition software - tools, resources - OpenAI, and more
3 resources
A collection of resources about the Model Context Protocol (MCP) and the integration of AI agents in website development. This compilation offers insights into the MCP framework, emphasizing its role in enhancing communication and collaboration between various development components. Key themes include the principles of context-driven design, th...
2 resources
A collection of resources about Andrej Karpathy, a prominent figure in the fields of artificial intelligence and deep learning. This compilation explores his contributions to neural networks, computer vision, and natural language processing, highlighting his influential work at organizations such as OpenAI and Tesla. Key themes include Karpathy'...
3 resources
A collection of resources about Vibe Coding, focusing on the integration of AI agents in website development. This collection explores the innovative methodologies and tools that leverage artificial intelligence to enhance the coding process, streamline workflows, and improve user experience. Key themes include the role of AI in automating repet...
5 resources
↓ 24 chunks
a collection about Python and Data Science
5 resources
a collection of resources for students interested in Statistics and Data Science
0 resources
a collection of Tools for AI and Data Science
11 resources
Courses to learn how to use the tools for AI and Data Science - numPy, Pandas, Matplotlib, more
5 resources
A collection of resources about Vibe Coding, focusing on the integration of AI agents in website development. This collection explores the innovative methodologies and tools that leverage artificial intelligence to enhance the coding process, streamline workflows, and improve user experience. Key themes include the role of AI in automating repet...
5 resources
A collection of resources about the Model Context Protocol (MCP) and the integration of AI agents in website development. This compilation offers insights into the MCP framework, emphasizing its role in enhancing communication and collaboration between various development components. Key themes include the principles of context-driven design, th...
2 resources
Add AI to your website - Tools for Machine Learning
1 resource
a collection of articles about Data Science Courses and MOOCs
16 resources
a collection of resources for students interested in Statistics and Data Science
6 resources
Statistics - courses, pathways
1 resource
a collection of resources for students interested in Statistics and Data Science
0 resources
AI, Machine Learning and Academic Research into AI
0 resources
Advanced coding topics for programmers: recommendation algorithms
11 resources
Probability and Statistics - ideas, concepts
5 resources
Python (coding, programming language) - courses, lessons to get started
16 resources
Probability and Statistics - Khan Academy course
2 resources
DataCamp - Data Science Courses and MOOCs
2 resources
Dataquest - Data Science Courses and MOOCs
1 resource
Data Visualization, Statistics, Data Science - Introduction
3 resources
Kaggle - for data science
5 resources
Jupyter Notebooks - essential Tools for AI and Data Science
2 resources
Learn Python (programming language) - for kids, teens
4 resources
a collection about Python and Data Science
3 resources
Python (programming language)
2 resources
↓ 9 chunks
Scraping websites for data - how to scrape - tools, resources, suggestions
7 resources
a collection of articles looking at the problem of Biased Algorithms - and the importance of good data sets in AI
21 resources
a collection of articles about Using AI and Data science
6 resources
Data Sets - How to find good Data Sets for AI training and Data Science
14 resources
a collection of articles and resources about Alternative Data (for investing) - Foursquare, SecondMeasure, Mattermark, CBInsights, and more
8 resources
articles looking at how startup entrepreneurs can hope to compete vs the likes of Amazon
4 resources
Scraping websites - issues, techniques, tricks, tools
4 resources
Data Sets and AI in medicine and health care
4 resources
Open Data - for Science, Academic Research and Data Science
0 resources
↓ 15 chunks
Synthetic Media - AI and writing, journalism
7 resources
tech and music, machine learning, AI, algorithms and more...
11 resources
a collection of articles and resources to help aspiring writers
3 resources
a collection of articles and resources to help aspiring writers
2 resources
GPT-3 and AI, Neural Networks, Deep Learning
8 resources
LLMs large language models like GPT from OpenAI and Neural Networks, Deep Learning
3 resources
a look at unique and surprising uses of machine learning / artificial intelligence in news and story telling
16 resources
AI in filmmaking - text to video, and more
3 resources
AI - Writing and Creativity
11 resources
Writing Jobs and AI - challenges, issues
1 resource
a collection of articles looking at the intersection of Art, Creativity and AI Machine Learning
7 resources
Art, drawing, graphic design and AI Machine Learning
4 resources
AI-powered Writing Assistants - Grammarly, Copy.Ai, more - how to be a better writer - tools, resources
11 resources
Criticism of GPT-3 - OpenAI and Neural Networks, Deep Learning
2 resources
AI and Video editing - tips, tools, resources
2 resources
↓ 9 chunks
a look at unique and surprising uses of machine learning / artificial intelligence
5 resources
Artificial intelligence AI and drug research, medicine and health care
8 resources
DeepMind AlphaFold - mapping protein folding with AI
6 resources
Artificial intelligence (ai) applications in health care and medicine
24 resources
AI in medicine and health care - diagnosis, scanning and testing
5 resources
Research: brain-computer interfaces - Neuralink and Elon Musk
4 resources
Personalized medicine - biotech research
5 resources
Academic Research - AI powered tools for literature review, and grant proposals
8 resources
Academic Research - AI powered tools for literature review - visualization tools
5 resources
↓ 12 chunks
a collection of articles about AI (artificial intelligence) and Ethical decisions
17 resources
A collection of articles and videos looking at Journalism, News + AI and Machine Learning
6 resources
a collection of articles, podcasts and resources looking at Artificial intelligence and algorithms in law, criminal justice and policing
15 resources
a look at unique and surprising uses of machine learning / artificial intelligence in news and story telling
16 resources
A collection about Using AI Machine Learning to fight Fake News
4 resources
a collection of articles about AI Machine Learning - in Politics, Policy, Elections and Government
3 resources
a collection of articles about data science, AI (artificial intelligence) and Ethical decisions
7 resources
a collection of articles about Google - AI, ethics, controversy and debate
9 resources
News Break - app for local journalism
1 resource
Synthetic Media - AI and writing, journalism
7 resources
Predicting, Forecasting Elections with Polls and Data Science
3 resources
a collection of articles about Google - AI, ethics, controversy and debate
1 resource
↓ 34 chunks
a look at unique and surprising uses of machine learning / artificial intelligence
28 resources
a look at machine learning / artificial intelligence use in Education
8 resources
Artificial intelligence (ai) applications in health care and medicine
24 resources
AI in medicine and health care - diagnosis, scanning and testing
5 resources
a collection of articles about AI (artificial intelligence and machine learning applications) in the workplace
12 resources
a collection of articles about AI (artificial intelligence and machine learning applications) in HR, Recruiting and the Workplace
6 resources
“augmented eternity,” in which academics and technologists explore ways the human mind might be downloaded, recreated, and transferred into other forms. “Eventually the mind will become migratable information, just like files can migrate from one device to another and live in the cloud,” - Michael Graziano, Professor of psychology and neuroscien...
6 resources
Impact on the future of work from AI bots, jobs and workplace Automation. Robotic process automation, or RPA
9 resources
a collection of articles and resources about Chat bots, Artificial intelligence (ai) applications in health care and medicine
4 resources
a collection of articles and ideas about Supply Chain Management, artificial intelligence (AI) and Blockchain technology
7 resources
a collection of Business Models built on AI, Machine Learning
7 resources
AI and Law - Artificial Intelligence and Legal Research
6 resources
Articles and videos looking at Chatbots and AI in Psychotherapy, Science and Psychology
3 resources
a collection of articles and videos about Computer Vision and AI Machine Learning
15 resources
Healthcare, Medical Tech - Robotics and Automation
2 resources
Biorobotics - Healthcare, Medical Tech - Robotics and Automation
4 resources
AI as a Service and Workplace Automation
5 resources
Data Sets and AI in medicine and health care
4 resources
Artificial intelligence AI and drug research, medicine and health care
8 resources
Getting started with AI in the Workplace
3 resources
a look at unique and surprising uses of machine learning / artificial intelligence
5 resources
A collection of articles about AI in Podcasting - Machine Learning Algorithms and technology in podcasts
4 resources
a collection of articles about AI (artificial intelligence and machine learning applications) in the workplace
3 resources
a collection of articles about AI (artificial intelligence and machine learning applications) in the workplace
10 resources
a look at machine learning / artificial intelligence use in Education
3 resources
Robotic process automation, or RPA - and AI in the Workplace
5 resources
Chatbots on College campuses - smart speakers and AI in education
4 resources
Chat bots and machine learning / artificial intelligence use in Education
2 resources
ChatGPT and AI in education - tips, tricks for teachers
5 resources
ChatGPT and AI in education - examples of edtech companies integrating OpenAI API
6 resources
Examples of edtech companies creating tools with API from OpenAI ChatGPT
3 resources
Building AI startups for entrepreneurs - innovating with artificial intelligence
1 resource
OpenAI API - examples of companies using the OpenAI API
4 resources
AI and Coaching, Consulting, Mentoring
2 resources
Section: Chat bots and AI communication
↓ 19 chunks
Membership - software options for websites
5 resources
Stream - API for chat and activity feeds
0 resources
Forum, Chat, Discussion - software options for coders (API's)
7 resources
Forms, surveys, chat - software options for website developers, coders (API's)
6 resources
A collection of resources about SurveyMonkey and Jotform, two leading web-based platforms for creating surveys and forms. This compilation offers a comprehensive overview of the functionalities and features of each service, enabling users to design, distribute, and analyze data efficiently. Key themes include best practices for survey design, ti...
3 resources
add video, chat to your app with these API's for Video, Chat
7 resources
Articles and videos looking at Chatbots and AI in Psychotherapy, Science and Psychology
3 resources
a collection of articles and resources about Chat bots, Artificial intelligence (ai) applications in health care and medicine
4 resources
Chatbots on College campuses - smart speakers and AI in education
4 resources
Chat bots and machine learning / artificial intelligence use in Education
2 resources
ChatGPT and AI in education - tips, tricks for teachers
5 resources
ChatGPT and AI in education - examples of edtech companies integrating OpenAI API
6 resources
Examples of edtech companies creating tools with API from OpenAI ChatGPT
3 resources
Building AI startups for entrepreneurs - innovating with artificial intelligence
1 resource
OpenAI API - examples of companies using the OpenAI API
4 resources
Chatbots - communication bots powered by AI
12 resources
AI and Coaching, Consulting, Mentoring
2 resources
A collection of resources about the Model Context Protocol (MCP) and the integration of AI agents in website development. This compilation offers insights into the MCP framework, emphasizing its role in enhancing communication and collaboration between various development components. Key themes include the principles of context-driven design, th...
2 resources
A collection of resources about Vibe Coding, focusing on the integration of AI agents in website development. This collection explores the innovative methodologies and tools that leverage artificial intelligence to enhance the coding process, streamline workflows, and improve user experience. Key themes include the role of AI in automating repet...
5 resources
↓ 4 chunks
Semiconductor Chipmakers: Samsung, TSMC, Qualcomm, Broadcom, Intel, AMD and more
15 resources
Semiconductor Chipmakers in Taiwan - TSMC and more
3 resources
Nvidia - GPUs, gaming cards, semiconductors
9 resources
AI hardware infrastructure: semiconductor chips, GPU’s, energy and more
5 resources
↓ 5 chunks
Robotic process automation, or RPA - and AI in the Workplace
5 resources
Impact on the future of work from Robotics and Automation
15 resources
Robotic dogs - Boston Dynamics, others
4 resources
Robotics and Automation - research, trends
5 resources
A collection of resources about Andrej Karpathy, a prominent figure in the fields of artificial intelligence and deep learning. This compilation explores his contributions to neural networks, computer vision, and natural language processing, highlighting his influential work at organizations such as OpenAI and Tesla. Key themes include Karpathy'...
3 resources
↓ 21 chunks
GPT-3 and AI, Neural Networks, Deep Learning
8 resources
LLMs large language models like GPT from OpenAI and Neural Networks, Deep Learning
3 resources
Open source LLMs (large language models) - Llama, Alpaca and others
3 resources
What is Consciousness? Discussions about robots, plants, AI and more
10 resources
“Being you” by Anil Seth; Book and Podcast discussions with the author
7 resources
a collection of articles about AGI - Artificial General Intelligence - Progress and Predictions
14 resources
What is AGI - Artificial General Intelligence - types of AI
2 resources
General AI: To Be Feared Or Embraced? A collection of articles and resources from leading (human) thinkers...
18 resources
AutoGPT and fears of AGI - Artificial General Intelligence
1 resource
OpenAI - company, GPT and projects
13 resources
Competing with OpenAI - Anthropic, Stability AI, AI21 Labs, and more...
6 resources
Whisper from OpenAI - speech recognition, voice to text
2 resources
Microsoft and OpenAI - company, GPT and projects
5 resources
ChatGPT from OpenAI
3 resources
ChatGPT from OpenAI - tips, tricks, prompts, scripts
4 resources
DALL-E, OpenAI - art generation from AI, GPT-3
4 resources
AI and Art - generation tools, resources - GPT-3, DALL-E, OpenAI, and more
5 resources
AI and speech recognition software - tools, resources - OpenAI, and more
3 resources
OpenAI and artificial general intelligence (AGI)
8 resources
a collection of articles about Google - AI, ethics, controversy and debate
1 resource
Criticism of GPT-3 - OpenAI and Neural Networks, Deep Learning
2 resources
Section: OpenAI and ChatGPT
↓ 31 chunks
OpenAI - company, GPT and projects
13 resources
ChatGPT from OpenAI - tips, tricks, prompts, scripts
4 resources
OpenAI and artificial general intelligence (AGI)
8 resources
GPT-3 and AI, Neural Networks, Deep Learning
8 resources
ChatGPT - how does it work? LLMs and Transformer models
3 resources
LLMs large language models like GPT from OpenAI and Neural Networks, Deep Learning
3 resources
Transformer models and LLMs large language models in AI, Neural Networks, Deep Learning
4 resources
AI research papers - Attention is all you need (about transformer models, LLMs)
3 resources
Open source LLMs (large language models) - Llama, Alpaca and others
3 resources
Criticism of GPT-3 - OpenAI and Neural Networks, Deep Learning
2 resources
DALL-E, OpenAI - art generation from AI, GPT-3
4 resources
AI and Art - generation tools, resources - GPT-3, DALL-E, OpenAI, and more
5 resources
AI and Art - text to video, or text to image technology
3 resources
AI and speech recognition software - tools, resources - OpenAI, and more
3 resources
ChatGPT from OpenAI
3 resources
Developers: build websites with the API from OpenAI, Chat GPT and more
6 resources
LangChain - tool for Developers: build websites with the API from OpenAI, Chat GPT and more
3 resources
AI and Python scripts - using ChatGPT
3 resources
Developers: build websites with the API from OpenAI, Chat GPT - examples, case studies
5 resources
A collection of resources about the impact of AI on education startups and the EdTech market, focusing on the role of tools like ChatGPT. This compilation explores how artificial intelligence is transforming educational delivery, enhancing personalized learning experiences, and driving innovation in educational technology. Key themes include the...
2 resources
Chat bots and machine learning / artificial intelligence use in Education
2 resources
ChatGPT and AI in education - tips, tricks for teachers
5 resources
Microsoft and OpenAI - company, GPT and projects
5 resources
ChatGPT and AI in education - examples of edtech companies integrating OpenAI API
6 resources
Examples of edtech companies creating tools with API from OpenAI ChatGPT
3 resources
Building AI startups for entrepreneurs - innovating with artificial intelligence
1 resource
Whisper from OpenAI - speech recognition, voice to text
2 resources
OpenAI API - examples of companies using the OpenAI API
4 resources
AutoGPT - AI and Python scripts - using ChatGPT
1 resource
Competing with OpenAI - Anthropic, Stability AI, AI21 Labs, and more...
6 resources
Stability AI, Stable Diffusion and more
3 resources
Recent changes to this Course:
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