Tue, Oct 29 | Creative Dock

Creative Talks: Data Pipeline - Fast Preprocessing For Complex AI

Registration is Closed
Creative Talks: Data Pipeline - Fast Preprocessing For Complex AI

Time & Location

Oct 29, 2019, 6:30 PM
Creative Dock, Štefánikova 43a, Prague 5, Czechia

About The Event

 The second Creative Talks of this fall will guide you through 𝘾𝙧𝙚𝙖𝙩𝙞𝙫𝙚 𝘿𝙤𝙘𝙠’𝙨 𝙙𝙖𝙩𝙖-𝙙𝙧𝙞𝙫𝙚𝙣 𝙙𝙚𝙨𝙞𝙜𝙣 𝙥𝙞𝙥𝙚𝙡𝙞𝙣𝙚. From statistical learning to deep neural networks, from manual preprocessing and labeling to estimating the price of your property.

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3 interconnected talks will cover the following topics:

𝙃𝙤𝙬 𝙩𝙤 𝙘𝙧𝙚𝙖𝙩𝙚 𝙧𝙚𝙡𝙞𝙖𝙗𝙡𝙚 𝙖𝙣𝙙 𝙥𝙧𝙚𝙘𝙞𝙨𝙚 𝙙𝙖𝙩𝙖 𝙛𝙤𝙧 𝙨𝙪𝙥𝙚𝙧𝙫𝙞𝙨𝙚𝙙 𝙡𝙚𝙖𝙧𝙣𝙞𝙣𝙜

> Tasks that require both manual and automated production of labels for supervised learning algorithms (links to online data sources, grocery store data, etc.)

> Methods and processes that help us label data in a very efficient way while achieving high accuracy, at the lowest possible cost

𝙊𝙗𝙩𝙖𝙞𝙣𝙞𝙣𝙜 𝙙𝙖𝙩𝙖 𝙛𝙧𝙤𝙢 𝙥𝙪𝙗𝙡𝙞𝙘𝙡𝙮 𝙖𝙫𝙖𝙞𝙡𝙖𝙗𝙡𝙚 𝙨𝙤𝙪𝙧𝙘𝙚𝙨

> How we can help banks decide if a company is eligible for loan

> Our algorithm to find company data in publicly available sources, consisting of two parts: matching and scraping

> Searching for links to company FB pages, websites, …

> Scraping relevant data and using these to rate and score the company

𝙋𝙧𝙞𝙘𝙚 𝙢𝙖𝙥𝙨: 𝙝𝙤𝙬 𝙢𝙪𝙘𝙝 𝙞𝙨 𝙮𝙤𝙪𝙧 𝙝𝙤𝙪𝙨𝙚 𝙬𝙤𝙧𝙩𝙝?

> Automating the mortgage process

> Estimating the prices of houses

> Using various public data sources – from historical real estate data to data from the Czech cadastre and Czech statistical office

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𝙎𝙥𝙚𝙖𝙠𝙚𝙧𝙨:

> Matúš Ondreička, data engineer

> Adam Hanka, data analyst

> Jan Pavel & Matěj Pacovský, data analysts

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Small refreshments will be provided.

Entrance is free but please don’t forget to register.

Looking forward to seeing you at Creative Dock HQ!

Registration is Closed

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