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Data Science ML AI Analytics and LLMs Learning Resources
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INDEX and MATCH Functions for Advanced Data Lookup
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9. INDEX and MATCH: INDEX and MATCH can be used together to look up a value in a table and return a value from another column based on a match. This is a more powerful alternative to VLOOKUP and HLOOKUP in some cases.
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HLOOKUP Function: Horizontal Data Search in Spreadsheets
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6. HLOOKUP: Similar to VLOOKUP, HLOOKUP searches for a value in a table but searches horizontally instead of vertically.
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VLOOKUP: Dynamic Data Lookup and Reporting Automation
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5. VLOOKUP: VLOOKUP is used to search for a value in a table and return a corresponding value from another column. It's helpful for creating dynamic reports.
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Excel: The Leading Data Analytics Tool in Business
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Excel is the most common tool used in data analytics
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Essential ML Deployment Techniques for Data Scientists
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Must learn ML deployment techniques as a data scientist 1. Model serving – REST APIs, Dedicated server
2. Containerization – Docker
3. Cloud deployment – AWS/GCP/Azure Learn more about cloud platforms here -
Hidden Python Tools: Namedtuples and Coding Efficiency
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Namedtuples are truly useful
There are many hidden tools in python Lang that ease the coding unlike other langs -
India’s New Era: The Beginning of Technological Transformation
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This is new India, not an old one!
And this is just the beginning -
MinMaxScaler vs StandardScaler: Avoiding Negative Scaled Values
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this is useful where you don't want negative scaled values as in std scaler