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Data Science

Data Science

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227 Questions
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Asked: September 26, 2024In: Data Science

is numpy and panda useful for readding through spreasheets

anonymous user

I’m currently working on a project that involves analyzing data stored in various spreadsheets, and I’ve heard a lot about using libraries like NumPy and Pandas for data manipulation in Python. However, I’m a bit confused about their specific roles ...Read more

NumPy
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Asked: September 26, 2024In: Data Science

could not infer dtype of numpy.float32

anonymous user

I’m currently working on a data processing project using NumPy, and I’ve encountered a perplexing issue that I can’t quite resolve. Specifically, I’m getting this error message: “could not infer dtype of numpy.float32.” I’m not entirely sure what it means ...Read more

NumPy
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Asked: September 26, 2024In: Data Science, SQL

how to migrate data from sql server to postgresql

anonymous user

I’m currently facing a challenge with migrating our database from SQL Server to PostgreSQL. We’ve been using SQL Server for several years, but due to various reasons—like cost, performance, and our desire for a more open-source solution—we’ve decided to switch ...Read more

PostgreSQL
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Asked: September 23, 2024In: Data Science

What are some key assumptions that must hold true for linear regression to produce reliable and valid results?

anonymous user

I’ve been diving into linear regression lately, and I’ve come across some interesting stuff that I think would be great to chat about. It’s become pretty clear to me that there are some key assumptions we need to keep in ...Read more

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Asked: September 24, 2024In: Data Science, SQL

What distinguishes SQLite from standard SQL databases?

anonymous user

I’ve been diving into the world of databases lately, and I stumbled across SQLite, which seems to be quite popular but also different from the big names we usually think of, like MySQL or PostgreSQL. I found myself wondering what ...Read more

PostgreSQL
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Asked: September 25, 2024In: Data Science, Python

What is the significance of using numpy’s random seed function, such as numpy.random.seed(0), and how does it affect the generation of random numbers in Python?

anonymous user

I’ve been diving into using NumPy for some data analysis, and I stumbled across something that really piqued my interest: the random seed function, like `numpy.random.seed(0)`. I’ve always thought of random number generation as just that—random. But then I learned ...Read more

NumPy
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Asked: September 25, 2024In: Data Science

What is the process for removing an index from a specific partition in a partitioned table? Are there any specific commands or considerations that should be kept in mind when performing this action?

anonymous user

I’ve been diving into partitioned tables lately and hit a wall when it comes to managing indexes. I understand the basics of partitioning, but I’m really scratching my head over how to remove an index from a specific partition within ...Read more

PostgreSQL
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Asked: September 26, 2024In: Data Science, Python

how to use numpy in python

anonymous user

I’m new to Python, and I’ve heard a lot about NumPy as a powerful library for numerical computations. However, I’m feeling a bit overwhelmed about how to get started with it. I’ve installed Python and set up my environment, but ...Read more

NumPy
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Asked: September 26, 2024In: Data Science

how to add extra dimension to numpy array

anonymous user

I’m currently working on a project using NumPy in Python, and I’ve hit a bit of a snag. I have a 1-dimensional array, but I need to convert it into a higher-dimensional array—specifically, I want to add an extra dimension ...Read more

NumPy
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Asked: September 26, 2024In: Data Science, SQL

I’m having trouble locating the appropriate command to install PGXS for PostgreSQL 14 on a CentOS system. Can anyone guide me on how to do this?

anonymous user

I’m having a bit of a rough time figuring out how to install PGXS for PostgreSQL 14 on my CentOS setup, and I could really use some help. I’ve been tinkering with my database for a while now, and I ...Read more

PostgreSQL
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