Vectors + the importance of vectors in machine learning and search

Vectors are used in information retrieval, classification, image recognition and NLP, but what are they and why are they so important? Check out this introductory video where we will skim the surface of vectors, and how they are used as one of the foundations of machine learning.

Additional Resources:
https://www.youtube.com/watch?v=-tsi6S0-bVU

https://aws.amazon.com/rekognition/faqs/#:~:text=Rekognition%20Video%20lets%20you%20extract,identifies%20inappropriate%20content%20in%20images.

https://deepomatic.com/en/what-is-image-recognition#:~:text=Image%20recognition%20in%20practice&text=%5BKeep%20in%20mind%20that%20image,be%20able%20to%20either!%5D

https://www.mygreatlearning.com/blog/image-recognition/

https://research.aimultiple.com/image-recognition/

https://www.shailersolutions.com/2018/07/08/facial-recognition-technology/

https://gcn.com/articles/2019/01/30/ibm-facial-recognition-dataset.aspx

https://arxiv.org/pdf/1903.00858.pdf

https://medium.com/de-bijenkorf-techblog/image-vector-representations-an-overview-of-ways-to-search-visually-similar-images-3f5729e72d07

https://lilianweng.github.io/lil-log/2017/10/29/object-recognition-for-dummies-part-1.html

https://www.slideshare.net/pierluca.lanzi/machine-learning-and-data-mining-19-mining-text-and-web-data

https://blogs.sas.com/content/hiddeninsights/2020/01/23/the-real-meaning-of-computer-vision-and-image-analytics/

https://www.sciencedirect.com/topics/computer-science/vector-space-models

https://towardsdatascience.com/vector-space-models-48b42a15d86d

https://ieeexplore.ieee.org/document/6819608

https://www.ibm.com/cloud/blog/ai-vs-machine-learning-vs-deep-learning-vs-neural-networks