DataverseX @dataversex
A community of data oriented people See posts on Python, LLMs, Machine Learning, R, Data Visualization, Data Analytics, & Data Science Mars Joined March 2023-
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Which is the first country to recognise Bitcoin as legal tender? Dropping 5 USDC to best comment on this
Back to Twitter guys, will be active with Data and ML related content
Important Plots in Data Science ♧ KS Plot ♧ SHAP Plot ♧ Bias Variance Tradeoff ♧ ROC Curve ♧ CC Plot ♧ Cumulative Explained Variance ♧ Partial Dependence Plot ♧ Elbow Curve ♧ Silhouette Curve ♧ Gini Impurity vs Entropy ♧ Precision Recall Plot
Which one do you prefer for simple operations like import, read CSV, dimensions, join, etc.?
Building a decentralized platform is not everyone's cup of tea You have to build smartly so that no one can take advantage of the decentralization Satoshi did a great job making the whole coin ecosystem deflationary Are you building in DeFi? What's your take in it?
Have questions about feature engineering or want to share your experiences? Let's chat! 🗣️💬 Follow @dataversex for more alpha threads on ML and Data Science.
6/ The best feature engineers understand both the data and the problem deeply. They get creative, experiment, and iterate. It's not a one-size-fits-all process; it's an art that improves with practice.
The Impact of Feature Engineering on Machine Learning Models A thread 🧵
"Altcoins are manipulated," says @dataversex
"The crypto market was never so down," says boomers. "There is a correlation mofos, HODL Market will go up, " says GenZ influencers.
Follow @dataversex for more such data and ML threads
5/ 📉 Remember, the quality of your data and how you preprocess it can make or break your ML model. Proper preprocessing improves model performance, reduces biases, and ensures your results are reliable and meaningful. 💪📈
The Role of Data Preprocessing in Machine Learning A thread 🧵
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