Inspired from the book Deep Learning with Python by François CholletSymbolic AI- Giving explicit rules for Manipulating knowledge(to get things done), But it solves only well-defined problems. Not any fuzzy problems like Image classification, Speech recognition. That’s why ML has been aroused.Machine Learning: Rather than giving explicit rules for the system to run, Rules will … [Read more...] about AI vs ML vs DL
Machine Learning
A Computer Vision Project Where I Grew 10X While Making Friends From Around the World
From data collection to EDA, to labeling, to building sophisticated ML models for assessing road safety (with some of the world´s finest data scientists, data engineers, and ML experts).“Incredible change happens in your life when you decide to take control of what you have power over instead of craving control over what you don’t.” — Steve MaraboliAnd that is what I did. I … [Read more...] about A Computer Vision Project Where I Grew 10X While Making Friends From Around the World
2021–2016 : la première révolution quantique
À quoi ressemblera l’informatique quantique en 2026 ?Difficile à dire, mais c’est l’objet d’un document publié par IBM, qui a présenté il y a quelques jours la feuille de route de la division IBM Quantum.IBM Quantum conçoit les solutions d’informatique quantique de IBM, dont évidemment Quantum Experience, la plateforme de Cloud Computing quantique qui a été ouverte au grand … [Read more...] about 2021–2016 : la première révolution quantique
Why Can’t We Use Linear Regression To Solve A Classification Problem?
Linear regression and Logistic regression are two of the earliest machine learning algorithms that came into existence. Both of them are supervised machine learning algorithms.Linear regression is used when the output data is continuous in nature. While Logistic regression is used when the output data is discrete in nature.But have you ever wondered why is that so? Why can’t we … [Read more...] about Why Can’t We Use Linear Regression To Solve A Classification Problem?
心電図データ×機械学習まとめ
2021年1月27日、watchOSのアップデートに伴い、日本でもApple Watchの心電図（Echocardiogram、ECG）機能が利用できるようになりました。https://www.apple.com/jp/newsroom/2021/01/ecg-app-and-irregular-rhythm-notification-coming-to-apple-watch/日本ではスマートウォッチで心電図機能が使えるようになったのはこれが初めてだと思うのですが、海外ではApple … [Read more...] about 心電図データ×機械学習まとめ
5 Key Challenges Stopping You From Using AI Commercially
Image Credit: Photo by Markus Winkler on UnsplashStudies have shown that Artificial Intelligence (AI) outperforms humans in tasks such as object detection and object recognition. But why are we not able to incorporate it into real-world applications yet?5 key challenges are holding us back from utilizing AI in solving real-world problems. Inference speed and memory requirements … [Read more...] about 5 Key Challenges Stopping You From Using AI Commercially
Python Packages for NLP-Part 1
Polyglot- Python package for NLP operationsPhoto by Micah Boswell on UnsplashNatural Language Processing aims at manipulating the human/natural language to make it understandable for the machine. It deals with text analysis, text mining, sentiment analysis, polarity analysis, etc. There are different python packages that make NLP operations easy and effortless.All NLP packages … [Read more...] about Python Packages for NLP-Part 1
A for Augmented Intelligence
The common belief today is that Artificial intelligence (AI) will replace human workforce completely. We have all sorts of expectations from AI, right from cooking our food, doing our laundry, driving us around to taking over our jobs. In fact our purchasing choices are also already extensively influenced by what AI recommends.Some see this as a relief from mundane activities … [Read more...] about A for Augmented Intelligence
AWS Machine Learning — Specialty(MLS-C01)
How I prepared and passed the exam.In November 2020, I decided to pursue cloud certification with not much prior knowledge about it. Through research on industry demands, I found AWS Certified Machine Learning — Specialty (MLS-C01) to be the closest on my path at the time. I passed the exam with less than 3 months of preparation. In this post, I will provide you an overview of … [Read more...] about AWS Machine Learning — Specialty(MLS-C01)
Two Ways of Creating Mass Testing for Solutions: AI and Crowd Sourcing in Games
Image by Marc CruzImagine sitting down and playing a simple computer game against your friends where you all create a civilization by giving them parameters to act under in the world. However, unlike other simulation games like SimCity or Sid Meier’s Civilizations series you do not control how they develop. There is also only a finite amount of resources available for them use. … [Read more...] about Two Ways of Creating Mass Testing for Solutions: AI and Crowd Sourcing in Games