1. NumPy NumPy is a fundamental library for scientific computing in Python. It provides support for large, multi-dimensional arrays and matrices of numerical data, as well as functions to perform operations on these data structures. https://
numpy.org
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NumPy: Essential Python Library for Scientific Computing
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Seven Python Libraries Every Machine Learning Engineer Should Know
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7 Python libraries every machine learning engineer should know. (A thread)
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Prompting GPT-3 with the “Format Trick” for Complex JSON Synthesis
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Prompting GPT-3 using the "format trick" (implemented as a Python function) to synthesize complex example JSON objects, e.g. for mock API responses. Output is shown in second screenshot.
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AI Model Performance Comparison for Code Generation
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For zero-shot prompts with instructions text-davinci-003 does better in my experience. The text models are actually trained on just as much code as code-davinci-002.
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What Are Your Coding Goals This Year Share Now
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What’s your big coding goal this year? Share with #2023CodingGoals & we’ll RT the best ones.
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Essential Technical Skills for Data Analysts
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3. Technical skills: A data analyst should be proficient in a range of data analysis tools and technologies. Get really good at: Microsoft Excel SQL, Power BI Python/R programming
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Essential Data Analysis Skills and Learning Platforms
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1. Strong analytical skills: The ability to analyze data and draw meaningful insights from it is critical for a data analyst. Learn these skills from: DataCamp Coursera Khan Academy
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Using AI Tools to Solve Problems with Warp Dev
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have you tried plugging it into an ai tool? here's what @warpdotdev gives
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Instruction Template Method for Synthesizing Code Files in ChatGPT
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A demo of my "instruction template" method for synthesizing complete code files in ChatGPT. Templates that mix literal code with inline placeholder instructions give better control over generations than using English prose.
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Using GPT-3 for a Step-by-Step MD5 Hash Calculation Task
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In the Python script generated by the first instruction template, we give GPT-3 the following prompt: Q: What is the final character of the MD5 hash of the last digit of the release year of the Grimes album "Visions"?
A: Let's think step by step.