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  • Welcome to our community website for Business Intelligence and Digital Transformation! We are a group of professionals and enthusiasts who are passionate about using data and technology to drive better business outcomes. Our website is home to micro communities dedicated to specific tools and technologies such as Excel Power Query, Power BI, Python, AI, and more.

    Our community is a place where you can learn, share knowledge, and connect with like-minded individuals who are interested in improving their skills and staying up-to-date with the latest trends in business intelligence and digital transformation. Whether you are a beginner or an expert, our website offers something for everyone.

    In our Excel Power Query community, you can learn how to transform, clean, and manipulate data using this powerful tool. Our Power BI community offers insights on how to create visually appealing and interactive dashboards and reports to drive better business decisions. If you are interested in programming and data analysis, our Python community is the perfect place to connect with other Python enthusiasts and learn about the latest developments in this language.

    Our AI community is dedicated to exploring the latest developments in artificial intelligence and machine learning, and how they can be used to drive better business outcomes. We also have micro communities dedicated to other topics such as data visualization, data modeling, and data engineering.

    Joining our community is easy – simply create an account, and start connecting with other members who share your interests. You can post questions, share knowledge, and collaborate on projects with others in the community. We also offer a range of resources and tutorials to help you improve your skills and stay up-to-date with the latest trends.

    Thank you for visiting our community website, and we look forward to connecting with you!

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    1. Do you have some or the other reason to not being able to do something? Or to keep postponing? Check yourself of excusitis which the successful people refrain themselves from!!


    2. What is variant data type? What is the difference between a variant array and an array of variants ?

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      These techniques cover most of what data scientists and related practitioners are using in their daily activities, whether they use solutions offered by a vendor, or whether they design proprietary tools


      The 45 data science techniques


      1. Linear Regression 
      2. Logistic Regression 
      3. Jackknife Regression *
      4. Density Estimation 
      5. Confidence Interval 
      6. Test of Hypotheses 
      7. Pattern Recognition 
      8. Clustering - (aka Unsupervised Learning)
      9. Supervised Learning 
      10. Time Series 
      11. Decision Trees 
      12. Random Numbers 
      13. Monte-Carlo Simulation 
      14. Bayesian Statistics 
      15. Naive Bayes 
      16. Principal Component Analysis - (PCA)
      17. Ensembles 
      18. Neural Networks 
      19. Support Vector Machine - (SVM)
      20. Nearest Neighbors - (k-NN)
      21. Feature Selection - (aka Variable Reduction)
      22. Indexation / Cataloguing *
      23. (Geo-) Spatial Modeling 
      24. Recommendation Engine *
      25. Search Engine *
      26. Attribution Modeling *
      27. Collaborative Filtering *
      28. Rule System 
      29. Linkage Analysis 
      30. Association Rules 
      31. Scoring Engine 
      32. Segmentation 
      33. Predictive Modeling 
      34. Graphs 
      35. Deep Learning 
      36. Game Theory 
      37. Imputation 
      38. Survival Analysis 
      39. Arbitrage 
      40. Lift Modeling 
      41. Yield Optimization
      42. Cross-Validation
      43. Model Fitting
      44. Relevancy Algorithm *
      45. Experimental Design
    3. What is IOT concept & how do you relate it with business intelligence & analytics.

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