I must admit that prior to the emergence of #blockchain and #cryptocurrencies, my technical focus revolved around #machinelearning, #datascience, and the algorithms now recognized as the fundamentals of #AI.
We are almost at the end of 2023 which was the year of #AI, so...
🧵
I've spent some time with #AI before 2016, started with #DataScience
💡 Data science is analyzing data to extract insights, using statistics, algorithms, and machine learning.
linkedin.com/pulse/introduction-data-science-theory-tomasz-kowalczyk/
Then described some problems in which #MachineLearning can help
💡 Machine learning uses algorithms to learn from data, predicting outcomes without explicit programming.
linkedin.com/pulse/machine-learing-problems-tomasz-kowalczyk/
I've also introduced ideas related to work with data using #python in @Azure environment
linkedin.com/pulse/working-data-machine-learning-tomasz-kowalczyk/
How #MachineLearning could be used for training data models, I have also covered in one of my articles on @LinkedIn. These days it is known as #FineTuning.
linkedin.com/pulse/visualization-building-evaluating-models-tomasz-kowalczyk/
Of course last but definietly not least - #algorithms - regression, classification, supervised and unsupervised learning, recommendation systems all of those described here:
linkedin.com/pulse/regression-classification-unsupervised-learning-tomasz-kowalczyk/
linkedin.com/pulse/recommenders-tomasz-kowalczyk/
What you worked on in 2015?
Nad czym Ty pracowałeś/aś w 2015 roku?
📈 Tom Kowalczyk
@tomkowalczyk
Building on #blockchain... Turning ideas into products Thick face, black heart practitioner ⚡#cryptocurrency🕵🏻#research 🔑#security
