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Short AI Course by TTC
The Training Company Courses Terms and Facilities
What is AI
artificial intelligence (AI), the ability of a digital computer or computer-controlled robot to perform tasks commonly associated with intelligent beings. The term is frequently applied to the project of developing systems endowed with the intellectual processes characteristic of humans, such as the ability to reason, discover meaning, generalize, or learn from past experience.
What is Machine Learning
https://www.techtarget.com/searchenterpriseai/definition/machine-learning-ML
Big data in AI
https://online.maryville.edu/blog/big-data-is-too-big-without-ai/
Some AI Terms
https://www.tutorialspoint.com/artificial_intelligence/artificial_intelligence_terminology.htm
What is an AI enabled company ?
https://analyticsindiamag.com/whats-the-difference-between-true-ai-ai-enabled-companies/
https://www.entrepreneur.com/article/381442
What machine learning can and cannot do
What is deep learning
https://enterprisersproject.com/article/2019/7/deep-learning-explained-plain-english
Workflow of a machine learning project
https://www.run.ai/guides/machine-learning-engineering/machine-learning-workflow
https://towardsdatascience.com/workflow-of-a-machine-learning-project-ec1dba419b94
Workflow of a data science project
https://www.datascience-pm.com/data-science-workflow/
https://www.kdnuggets.com/2020/07/laymans-guide-data-science-workflow.html
https://neptune.ai/blog/best-practices-for-data-science-project-workflows-and-file-organizations
Data analyst skills
https://www.dataquest.io/blog/data-analyst-skills/
How to choose an AI project
How to make an AI team
https://www.gartner.com/smarterwithgartner/how-to-staff-your-ai-team
Technical tools for AI teams
https://www.devteam.space/blog/the-best-ai-tools/
Some AI Case studies
https://www.datamation.com/artificial-intelligence/artificial-intelligence-use-cases/
Roles of an AI team
https://towardsai.net/p/l/roles-of-an-ai-team
AI Transformation Playbook
https://landing.ai/resources/ai-transformation-playbook/
AI pitfalls to avoid
https://learn.filtered.com/thoughts/ai-in-learning-and-development-pitfalls
https://towardsdatascience.com/5-ai-pitfalls-for-business-how-to-avoid-them-fd619d2860c4
How to get started in AI
https://bigdata-madesimple.com/want-get-started-artificial-intelligence-7-easy-steps/
AI application areas
AI techniques
https://www.analyticssteps.com/blogs/6-major-branches-artificial-intelligence-ai
A realistic view of AI
https://discover.hubpages.com/technology/a-realistic-view-on-how-artificial-intelligence-works
Discrimination and Bias in AI
https://technologyandsociety.org/bias-and-discrimination-in-ai-a-cross-disciplinary-perspective/
Adversarial attacks on AI
Adverse uses of AI
https://bernardmarr.com/what-are-the-negative-impacts-of-artificial-intelligence-ai/
How AI can help developing economies
AI and future jobs