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Short AI Course by TTC

The Training Company Courses Terms and Facilities

What is AI

artificial intelligence

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

https://medium.com/@stefanovskyi/what-machine-learning-can-do-and-what-can-not-difficult-stuff-in-simple-words-ef9f245dd6f6

What is deep learning

https://medium.com/@labai/machine-learning-vs-deep-learning-a-non-technical-introduction-d2cdce6a953f

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

https://towardsdatascience.com/how-to-pick-a-successful-ai-project-part-1-finding-the-problem-and-collecting-data-9e701e316977

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

https://www.simplilearn.com/tutorials/artificial-intelligence-tutorial/artificial-intelligence-applications

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

https://venturebeat.com/2021/05/29/adversarial-attacks-in-machine-learning-what-they-are-and-how-to-stop-them/

Adverse uses of AI

https://bernardmarr.com/what-are-the-negative-impacts-of-artificial-intelligence-ai/

How AI can help developing economies

https://blogs.worldbank.org/digital-development/how-ai-can-help-developing-countries-rebuild-after-pandemic

AI and future jobs

https://www.forbes.com/sites/ashleystahl/2021/03/10/how-ai-will-impact-the-future-of-work-and-life/?sh=67dd069d79a3

products/ict/ai/short_course_may_2022.1653499617.txt.gz · Last modified: 2022/05/25 22:26 by 127.0.0.1