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Microsoft’s MarkItDown Tool Gains MCP Server for AI Agent Access

#AI #Microsoft #MarkItDown #Python #OpenSource #LLM #DataPrep #Markdown #DeveloperTools #MCP #AIagents #API #FileConversion

https://winbuzzer.com/2025/04/22/microsofts-markitdown-tool-gains-mcp-server-for-ai-agent-access-xcxwbn/

Missing values messing up your analysis? 😤 Don't worry, I've got you covered! This blog explains how to use na.omit() in R to clean your data and avoid common pitfalls. 🛠️

Read it now and share your thoughts! https://www.spsanderson.com/steveondata/posts/2024-12-16/ 📊

#R #RStats #DataPrep #Programming #Data #Blog

Alt text: "Code snippet in a dark-themed editor showing R code for removing rows with NA values in the 'score' column of a data frame. The code assigns the filtered data frame to 'clean_df' and prints it using 'print(clean_df)'."

Cleaning datasets in R? 🧹 Missing values can be tricky, but this guide makes it easy! Learn how to spot and count NAs in data frames, vectors, and columns with practical R code examples. 💡

Check it out here: https://www.spsanderson.com/steveondata/posts/2024-12-03/

What’s your favorite R function for data cleaning? Let us know! 👇

#R #RStats #Programming #DataPrep #Coding

A code snippet in R showing how to create a sample data frame with missing values and identify them using the is.na() function. The data frame df has three columns: A, B, and C. The output is a logical matrix indicating TRUE for missing values and FALSE for non-missing values.

@datadon

Unfilled cells influence models.
"Handling Missing Data in Machine Learning": https://ml-nn.eu/a1/51.html by Calin Sandu @mlnn

#missingData #bias #wealth #dataQuality #complexity #dataDev #machineLearning #dataPrep #EDA #dataWrangling

MachineLearning tip: Master the art of splitting datasets! Learn why it's crucial, how to implement train_test_split, and verify your results. Perfect for #DataScience beginners and pros alike. Boost your ML skills now! #AIEducation #DataPrep

https://teguhteja.id/splitting-datasets-for-machine-learning-comprehensive-guide-train-test-split/

#python #machinelearning #disasters #recovery #riskmanagement Kaggle #dataset #Titanic #Benchmark #challenges #project #Automated #dataanalytics #SHAP #model #optimization #hypothesistesting scikit-learn #sweetviz #dataprep

http://newdigitals.org/2024/03/29/titanic-benchmark-hypothesis-testing-in-disaster-risk-management-autoeda-ml-hpo-shap/

Often revelations found with these methods will lead to better #datacleaning, #dataprep, and even modeling. In my experience, it pays off! I'm by no means an expert, though. There are many topics in the book I'm eager to sink my teeth into! I will post about them as I learn :) 4/4

RT @BorisMericskay@twitter.com

📋Publication de 19 supports de cours disponibles en PDF

#Cartographie #Géomatique #AnalyseSpatiale #dataviz #Webmapping, #Dataprep #OpenStreetMap avec @qgis@twitter.com @ArcGISPro@twitter.com @rstudio@twitter.com @LeafletJS@twitter.com @Mapbox@twitter.com

➡https://bmericskay.github.io/portfolio/cours.html

Profitez en ! c'est financé avec vos impôts 😁

🐦🔗: https://twitter.com/BorisMericskay/status/1333362507612827651

#DataPrep

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