【Python學習筆記】常見的二元分類評估指標 — 混淆矩陣、ROC 曲線
https://medium.com/@SCU.Datascientist/python%E5%AD%B8%E7%BF%92%E7%AD%86%E8%A8%98-%E5%B8%B8%E8%A6%8B%E7%9A%84%E4%BA%8C%E5%85%83%E5%88%86%E9%A1%9E%E8%A9%95%E4%BC%B0%E6%8C%87%E6%A8%99-%E6%B7%B7%E6%B7%86%E7%9F%A9%E9%99%A3-roc-%E6%9B%B2%E7%B7%9A-f214ecd84dab
https://medium.com/@SCU.Datascientist/python%E5%AD%B8%E7%BF%92%E7%AD%86%E8%A8%98-%E5%B8%B8%E8%A6%8B%E7%9A%84%E4%BA%8C%E5%85%83%E5%88%86%E9%A1%9E%E8%A9%95%E4%BC%B0%E6%8C%87%E6%A8%99-%E6%B7%B7%E6%B7%86%E7%9F%A9%E9%99%A3-roc-%E6%9B%B2%E7%B7%9A-f214ecd84dab
Medium
【Python學習筆記】常見的二元分類評估指標 — 混淆矩陣、ROC 曲線
大家在求學階段肯定都曾經歷過不少考試，也許有不少人在心裡對此有排斥感，但考試的本質其實是來評估我們的學習成果，測試我們辛苦的付出是否有成效
A/B Testing Result Analysis Using Python— Beginner’s Guide
https://medium.com/mlearning-ai/a-b-testing-result-analysis-using-python-beginners-guide-7a6562933f7
https://medium.com/mlearning-ai/a-b-testing-result-analysis-using-python-beginners-guide-7a6562933f7
Medium
A/B Testing Result Analysis Using Python— Beginner’s Guide
Recently, I just finished the A/B testing Course at udacity.com. That was one of the few online courses that made me fell in love with a…
Find the best model and parameters in Machine Learning
https://medium.com/@akashmishra75/find-the-best-model-and-parameters-in-machine-learning-888f6abd60ff
https://medium.com/@akashmishra75/find-the-best-model-and-parameters-in-machine-learning-888f6abd60ff
Medium
Find the best model and parameters in Machine Learning
While learning machine learning in the initial stages, I often used to ask myself questions like :
5 steps to build an MVP for a Data API Web App with Python and Streamlit
https://pierre-louis-danieau.medium.com/5-steps-to-build-an-mvp-for-a-data-api-web-app-with-python-and-streamlit-4cfe278cc4a7
https://pierre-louis-danieau.medium.com/5-steps-to-build-an-mvp-for-a-data-api-web-app-with-python-and-streamlit-4cfe278cc4a7
Medium
5 steps to build an MVP for a Data API Web App with Python and Streamlit
Build an MVP in a few hours with only python. Example of a real time train search site.
Different types of data formats CSV, Parquet, and Feather
https://medium.com/mlearning-ai/different-types-of-data-formats-csv-parquet-and-feather-b9f975e461d4
https://medium.com/mlearning-ai/different-types-of-data-formats-csv-parquet-and-feather-b9f975e461d4
Medium
Different types of data formats CSV, Parquet, and Feather
When we are doing data analysis or building models for predicting with help of Machine Learning we came across various kinds of data…
Python in Action: Data Visualization
https://python.plainenglish.io/python-in-action-data-visualization-7ff34b58dc37
https://python.plainenglish.io/python-in-action-data-visualization-7ff34b58dc37
Medium
Python in Action: Data Visualization
Hey Grokking Python readers!
Write Reproducible, Reversible, Tested ML Code With No Time Lost
https://betterprogramming.pub/writing-beautiful-reproducible-reversible-tested-ml-code-should-save-time-not-cost-82f7c9cf03e7
https://betterprogramming.pub/writing-beautiful-reproducible-reversible-tested-ml-code-should-save-time-not-cost-82f7c9cf03e7
Medium
Write Reproducible, Reversible, Tested ML Code With No Time Lost
Plus how to speed up your iteration speed
Predicting Heart attack — EDA & ML, Datapane & Pyth
https://medium.com/@Shespeaks_data/predicting-heart-attack-eda-ml-datapane-pyth-5b28a992d437
https://medium.com/@Shespeaks_data/predicting-heart-attack-eda-ml-datapane-pyth-5b28a992d437
Medium
Predicting Heart attack — EDA & ML, Datapane & Pyth
Heart attack is a colloquial name for a condition,Myocardial Infarction, which is characterised by reduction in blood flow to the muscles…
[Python網頁爬蟲] Scrapy的安裝與使用入門-2
https://medium.com/seaniap/python%E7%B6%B2%E9%A0%81%E7%88%AC%E8%9F%B2-scrapy%E7%9A%84%E5%AE%89%E8%A3%9D%E8%88%87%E4%BD%BF%E7%94%A8%E5%85%A5%E9%96%80-2-109cc6ae5eaa
https://medium.com/seaniap/python%E7%B6%B2%E9%A0%81%E7%88%AC%E8%9F%B2-scrapy%E7%9A%84%E5%AE%89%E8%A3%9D%E8%88%87%E4%BD%BF%E7%94%A8%E5%85%A5%E9%96%80-2-109cc6ae5eaa
Medium
[Python網頁爬蟲] Scrapy的安裝與使用入門-2
Scrapy是一套開放原始碼框架，對於網頁爬蟲作業基本上會有幾個步驟，包括識別目標網址、取得頁面內容、解析以及儲存網頁等步驟，Scrapy框架中定義了完整的爬蟲流程與模組。透過它可以幫助我們快速且簡單的抓取HTML頁面、取得回傳資料。
How to Split a String on the First N Occurrences in Python
https://python.plainenglish.io/how-to-split-a-string-on-the-first-n-occurrences-in-python-827592db0130
https://python.plainenglish.io/how-to-split-a-string-on-the-first-n-occurrences-in-python-827592db0130
Medium
How to Split a String on the First N Occurrences in Python
A guide on splitting a string on the first N occurrences in Python.
Growth of Python Language in Current Industry
https://alexsamcurren.medium.com/growth-of-python-language-in-current-industry-7419920db660
https://alexsamcurren.medium.com/growth-of-python-language-in-current-industry-7419920db660
Medium
Growth of Python Language in Current Industry
According to numerous websites, Python is one of the most popular coding languages of 2015. Along with being a high-level and…
How to Visualize Twitter Trends in 4 Simple Steps
https://blog.devgenius.io/how-to-visualize-twitter-trends-in-4-simple-steps-453b4d772734
https://blog.devgenius.io/how-to-visualize-twitter-trends-in-4-simple-steps-453b4d772734
Medium
How to Visualize Twitter Trends in 4 Simple Steps
A Swift Approach to Spot Trending Topics in 10 Minutes