My Data Science Tech Stack 2020 - DEV Community
Dec 31, 2019 · Computation is also a big part of data science, and good programming skills are essential: best practices (think the Zen of Python, PEP8, and PEP484 for example), programming paradigms (imperative vs declarative, procedural vs object-oriented vs functional, etc.), data structures and algorithms.
Drew Conway’s Diagram of Data Science - GeeksforGeeks
Jan 22, 2021 · And to answer this, let’s discuss the popular Venn diagram Drew Conway’s Venn diagram of data science in which data science is the intersection of three sectors – Substantive expertise, hacking skills, and math & statistics knowledge.
Create neat technical diagrams using python | by Arnab Sen
Jan 9, 2022 · In this article, we’ll discuss one python package called Diagrams that will make it easy for you to create and maintain technical diagrams. Although this is a python package, it can be used for...
How to Build a Data Science Tech Stack: Easy Explanation
Oct 28, 2024 · Learn how to build a powerful data science tech stack efficiently, including ETL tools like Hevo, data warehouses, and ML frameworks for seamless data handling.
Beginner Python Tech Stacks for Data Scientists - Medium
Dec 29, 2019 · NumPy is the fundamental package for scientific computing with Python. It contains among other things: powerful N-dimensional array object, sophisticated (broadcasting) functions, tools for...
Data Science Stack · Python / Data Science
Data Science Stack. The core packages in the data science stack are: NumPy - General scientific computing and linear algebra; Pandas - Manipulation of Series and DataFrames; Statsmodels - Estimation of statistical models; Matplotlib - Plotting and making figures; NumPy
Introduction to the Python Data Science Stack
Feb 13, 2016 · Even beginners in Python are addressed by some slides that explain the syntax of Python and how to get started. After that some slides present the most important packages of the data science stack, namely NumPy , SciPy , Pandas , Scikit-Learn , Jupyter and IPython .
Python for Data Science: A Learning Roadmap
May 4, 2023 · Python is the language of choice for most of the data science community. This article is a road map to learning Python for Data Science. It’s suitable for starting data scientists and for those already there who want to learn more about using Python for data science.
The Architect’s Guide to the Modern Data Stack - The New Stack
Oct 11, 2023 · Modular: The modern data stack offers a buffet of specialized tools, each optimized for a specific data task. This modularity allows organizations to craft a customized data infrastructure tailored to their unique needs, promoting agility and adaptability in a …
Full Stack Data Science - GitHub
In this workshop, you would learn how to build a seamless end-to-end data driven application - Data Exploration, Machine Learning Model, RESTful API and Web Application - to solve a business prediction problem. A simple webpage front …
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