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Welcome to Data Learn / 袛芯斜褉芯 锌芯卸邪谢芯胁邪褌褜 胁 Data Learn

Data Learn is an open-source educational platform whose main goal is to share technical knowledge / Data Learn - 褝褌芯 芯褌泻褉褘褌褘泄 褉械褋褍褉褋, 谐谢邪胁薪邪褟 蟹邪写邪褔邪 泻芯褌芯褉芯谐芯 - 薪邪褍褔懈褌褜 胁邪褋.

孝邪泻 泻邪泻 屑褘 薪械 泻芯屑屑械褉褔械褋泻邪褟 芯褉谐邪薪懈蟹邪褑懈褟, 屑褘 芯褔械薪褜 褏芯褌懈屑, 褔褌芯斜褘 薪邪褕械 胁褉械屑褟, 蟹邪褌褉邪褔械薪薪芯械 薪邪 褋芯蟹写邪薪懈械 屑邪褌械褉懈邪谢芯胁, 锌芯屑芯谐谢芯 胁邪屑. 袠 褍 薪邪褋 褉械邪谢褜薪褘械 褍褔懈褌械谢褟, 泻芯褌芯褉褘械 褉邪斜芯褌邪谢懈 胁 泻褉褍锌薪械泄褕懈褏 泻芯屑锌邪薪懈褟褏 胁 褉邪蟹薪褘褏 褋褌褉邪薪邪褏 懈 谐芯褉芯写邪褏 懈 褏芯褌褟褌 锌芯屑芯褔褜 写褉褍谐懈屑 褋褌邪褌褜 褔褍褌芯褔泻褍 褍褋锌械褕薪械泄 ;)

协褌芯 褉械锌芯蟹懈褌芯褉懈泄 泻褍褉褋邪 ML-101. 袧芯, 锌械褉械写 褌械屑 泻邪泻 锌械褉械泄褌懈 泻 褋邪屑芯屑褍 泻褍褉褋褍, 锌芯蟹胁芯谢褜褌械 薪邪屑 泻褉邪褌泻芯 褉邪褋褋泻邪蟹邪褌褜 胁邪屑 芯 薪邪褋.

袩芯卸邪谢褍泄褋褌邪 写芯褔懈褌邪泄褌械 褋褌褉邪薪懈褑褍 写芯 泻芯薪褑邪 懈 胁褘 薪邪泄写械褌械 胁褋褞 薪械芯斜褏芯写懈屑褍褞 懈薪褎芯褉屑邪褑懈褞.

袣褍褉褋褘 Data Learn

袧邪 薪邪褕械泄 锌谢邪褌褎芯褉屑械 械褋褌褜 褉褟写 泻褍褉褋芯胁. 小芯 胁褉械屑械薪械屑 懈褏 褔懈褋谢芯 斜褍写械褌 褍胁械谢懈褔懈胁邪褌褜褋褟.

English Getting Started with Machine Learning and Data Science (ML-101) - an introductory course of Machine Learning and Data Science, with theory and practical real life cases by Anastasia Rizzo. The course includes 3 modules: Module 01: The theory of Machine Learning and Data Science; Module 02: Regression (theory and practice); Module 03: Classification (theory and 2 practical cases). The course allows you to experience the Data Scientist profession yourself and is especially suitable for those who may be unsure, but are very interested in starting to explore this topic.

Getting Started with Machine Learning and Data Science (ML-101) -泻褍褉褋 芯褌 袗薪邪褋褌邪褋懈懈 袪懈褑褑芯 芯 褌械芯褉懈懈 袦邪褕懈薪薪芯谐芯 袨斜褍褔械薪懈褟 懈 Data Science, 褋 锌芯薪褟褌薪芯泄 褌械芯褉懈械泄 懈 锌褉邪泻褌懈褔械褋泻懈屑懈 泻械泄褋邪屑懈 懈蟹 褉械邪谢褜薪芯泄 卸懈蟹薪懈. 袣褍褉褋 胁泻谢褞褔邪械褌 胁 褋械斜褟 3 屑芯写褍谢褟: 袩械褉胁褘泄 屑芯写褍谢褜 锌褉芯 褌械芯褉懈褞 袦邪褕懈薪薪芯谐芯 袨斜褍褔械薪懈褟 懈 Data Science; 袙褌芯褉芯泄 屑芯写褍谢褜 锌芯褋胁褟褖械薪 袪械谐褉械褋褋懈懈 (褌械芯褉懈褟 懈 锌褉邪泻褌懈泻邪); 孝褉械褌懈泄 屑芯写褍谢褜 锌褉芯 袣谢邪褋褋懈褎懈泻邪褑懈褞 (褌芯卸械 褌械芯褉懈褟 懈 2 锌褉邪泻褌懈褔械褋泻懈褏 泻械泄褋邪). 袣褍褉褋 锌芯蟹胁芯谢褟械褌 胁邪屑 锌褉懈屑械褉懈褌褜 锌褉芯褎械褋褋懈褞 Data Scientist 薪邪 褋械斜褟 懈 芯褋芯斜械薪薪芯 锌芯写芯泄写械褌 褌械屑, 泻芯屑褍 褋褌褉邪褕薪芯, 薪芯 芯褔械薪褜 懈薪褌械褉械褋薪芯 薪邪褔邪褌褜 懈蟹褍褔邪褌褜 写邪薪薪褍褞 褌械屑邪褌懈泻褍.

Intro Video

Registration / 袪械谐懈褋褌褉懈褉褍泄褌械褋褜 薪邪 泻褍褉褋 ML-101

Getting Started with Analytics (Data) Engineering (DE-101) - 泻褍褉褋 芯褌 袛屑懈褌褉懈褟 袗薪芯褕懈薪邪 芯 褉邪斜芯褌械 懈薪卸械薪械褉芯屑 写邪薪薪褘褏 懈 10+ 谢械褌薪懈泄 芯锌褘褌 褋芯蟹写邪薪懈褟 邪薪邪谢懈褌懈褔械褋泻懈褏 褉械褕械薪懈泄 胁 袪芯褋褋懈懈, 袝胁褉芯锌械, 袣邪薪邪写械 懈 小楔袗. 袣褍褉褋 胁泻谢褞褔邪械褌 胁 褋械斜褟 斜邪蟹芯胁褘械 胁械褖懈, 褌邪泻懈械 泻邪泻 Business Intelligence 懈薪褋褌褉褍屑械薪褌褘, 斜邪蟹褘 写邪薪薪褘褏, ETL 懈薪褋褌褉褍屑械薪褌褘, 芯斜谢邪褔薪褘械 胁褘褔懈褋谢械薪懈褟 懈 屑薪芯谐芯械 写褉褍谐芯械. 袛邪卸械 械褋谢懈 褍 胁邪褋 薪械褌 芯锌褘褌邪 褋 写邪薪薪褘屑懈, 褌芯 褝褌芯 胁邪屑 薪械 锌芯屑械褕邪械褌. 袩械褉胁褘械 薪械褋泻芯谢褜泻芯 屑芯写褍谢械泄 斜褍写褍褌 锌芯褋胁褟褖械薪褘 芯褋薪芯胁邪屑 邪薪邪谢懈褌懈泻懈 懈 泻谢邪褋褋懈褔械褋泻懈屑 蟹邪写邪褔邪屑: Business Intelligence (芯褌褔械褌薪芯褋褌褜, 胁懈蟹褍邪谢懈蟹邪褑懈褟, 褏褉邪薪懈谢懈褖械 写邪薪薪褘褏, SQL, Excel, 懈薪褌械谐褉邪褑懈褟 写邪薪薪褘褏). 协褌芯 斜褍写械褌 写芯褋褌邪褌芯褔薪芯 写谢褟 锌褉芯褎械褋褋懈懈 BI 褉邪蟹褉邪斜芯褌褔懈泻, 袗薪邪谢懈褌懈泻 懈 褌锌. 袧邪褔懈薪邪褟 褋 5-6 屑芯写褍谢褟 屑褘 薪邪褔薪械屑 褍谐谢褍斜谢褟褌褜褋褟 薪械锌芯褋褉械写褋褌胁械薪薪芯 胁 褉邪斜芯褌褍 袠薪卸械薪械褉邪 袛邪薪薪褘褏, 芯锌懈褉邪褟褋褜 薪邪 蟹薪邪薪懈褟, 锌芯谢褍褔械薪薪褘械 薪邪 薪邪褔邪谢褜薪褘褏 褝褌邪锌邪褏.

袪械谐懈褋褌褉懈褉褍泄褌械褋褜 薪邪 泻褍褉褋 DE-101

孝邪泻卸械 薪邪屑 斜褘 褏芯褌械谢芯褋褜 胁褘写械谢懈褌褜 械褖械 芯写懈薪 褝谢械屑械薪褌 - 袗薪邪谢懈褌懈褔械褋泻芯械 袣芯屑褜褞薪懈褌懈 写谢褟 袞械薪褖懈薪. 袦褘 胁懈写懈屑 斜芯谢褜褕芯泄 褋锌褉芯褋 薪邪 褌邪泻芯谐芯 褉芯写邪 褋芯芯斜褖械褋褌胁邪 薪邪 蟹邪锌邪写械 懈 写褍屑邪械屑, 褔褌芯 斜褘谢芯 斜褘 泻谢邪褋褋薪芯 懈屑械褌褜 褌邪泻芯械 胁 褉褍褋褋泻芯褟蟹褘褔薪芯屑 褋芯芯斜褖械褋褌胁械 写谢褟 褌芯谐芯, 褔褌芯斜褘 锌褉械泻褉邪褋薪邪褟 锌芯谢芯胁懈薪邪 屑芯谐谢邪 懈蟹褍褔邪褌褜 邪薪邪谢懈褌懈泻褍 懈 褌械褏薪芯谢芯谐懈懈 胁 褋胁芯械泄 泻芯屑褎芯褉褌薪芯泄 蟹芯薪械 懈 褋芯 褋胁芯械泄 褋泻芯褉芯褋褌褜褞. 袦褘 斜褘 褏芯褌械谢懈, 褔褌芯斜褘 薪邪褕谢懈褋褜 蟹邪懈薪褌械褉械褋芯胁邪薪薪褘械 写械胁褍褕泻懈, 泻褌芯 斜褍写械褌 褉邪蟹胁懈胁邪褌褜 褝褌芯 薪邪锌褉邪胁谢械薪懈械, 邪 屑褘 锌芯屑芯谐邪谢懈 斜褘 褋 泻芯薪褌械薪褌芯屑 (薪邪 写邪薪薪芯屑 褝褌邪锌械 胁 褝褌芯屑 薪邪锌褉邪胁谢械薪懈懈 锌芯泻邪 薪懈褔械谐芯 薪械 写械谢邪械褌褋褟).

袙芯蟹谐谢邪胁懈褌褜 卸械薪褋泻芯械 Data Community

孝邪泻卸械 褍 薪邪褋 械褋褌褜 芯褌谢懈褔薪邪褟 胁芯蟹屑芯卸薪芯褋褌褜 锌褉芯胁芯写懈褌褜 胁械斜懈薪邪褉褘 懈 锌褉懈谐谢邪褕邪褌褜 褋锌懈泻械褉芯胁 褋芯 胁褋械谐芯 屑懈褉邪. 袙芯蟹屑芯卸薪芯, 锌芯谢褍褔懈褌褋褟 写邪卸械 锌褉懈胁谢械褔褜 泻芯屑锌邪薪懈懈, 泻芯褌芯褉褘械 斜褍写褍褌 蟹邪懈薪褌械褉械褋芯胁邪薪褘 胁 褋锌械褑懈邪谢懈褋褌邪褏. 袛邪 懈 褋邪屑芯 褋芯芯斜褖械褋褌胁芯 写芯谢卸薪芯 锌芯屑芯褔褜 胁 锌芯懈褋泻械 褉邪斜芯褌褘 懈 褋芯褌褉褍写薪懈泻芯胁.

小谢芯卸薪芯 芯褋褍褖械褋褌胁懈褌褜 胁褋褢 蟹邪写褍屑邪薪薪芯械 胁 芯写懈薪芯褔泻褍, 斜褍写褜褌械 锌褉芯邪泻褌懈胁薪褘屑懈 懈 锌芯屑芯谐邪泄褌械!

袣邪泻 蟹邪褉械谐懈褋褌褉懈褉芯胁邪褌褜褋褟 薪邪 泻褍褉褋褘 Data Learn

  1. B褘 褉械谐懈褋褌褉懈褉褍械褌械褋褜 薪邪 褋邪泄褌械 Data Learn 懈谢懈 锌褉褟屑芯 薪邪 褋褌褉邪薪懈褑e 泻褍褉褋a 袣褍褉褋 ML-101

  2. 袙褘 锌芯写邪械褌械 胁 褌械谢械谐褉邪屑 泻邪薪邪谢 Data Learn. 袙邪屑 褌邪屑 芯褌胁械褌褟褌 薪邪 谢褞斜芯泄 胁芯锌褉芯褋! (袪邪薪褜褕械 褍 薪邪褋 斜褘谢 slack, 懈 芯薪 写邪卸械 械褖械 械褋褌褜, 薪芯 褌邪谢械谐褉邪屑 褔邪褌 芯泻邪蟹邪谢褋褟 褍写芯斜薪械泄 写谢褟 胁褋械褏!)

  3. 袩褉芯泄写懈褌械 芯锌褉芯褋, 械褋谢懈 械褖械 薪械 锌褉芯褕谢懈! 孝邪泻 屑褘 褍蟹薪邪械屑 芯 胁邪褋 械褖械 斜芯谢褜褕械!

袙褋械屑 褋锌邪褋懈斜芯 懈 写芯 胁褋褌褉械褔懈 薪邪 泻褍褉褋邪褏 薪邪 泻邪薪邪谢械 Data Learn 懈 胁 薪邪褕械屑 褋芯芯斜褖械褋褌胁械 Data Learn 胁 Telegram.

袩械褉械泄褌懈 泻 泻褍褉褋褍 薪邪 GitHub ML-101.