Lo que hacemos

ODSC brings together the open-source and data science communities with the goal of helping its members learn, connect and grow.

The focus of this Meetup group is to allow ODSC to work with Meetup groups, non-profits, and other organizations to present informative lectures, workshops, code sprints and networking events to help grow the use of open source languages and tools within the data science and data-centric community. As such, our specific goals are:

1. Build a collaborative group to work with other Meetup groups, non-profits, and other organizations.

2. Promote the use of open source languages and tools amongst data scientists and others.

3. Host educational workshops.

4. Spread awareness of new open source languages and tools that can be used in data science.

5. Contribute back to the open-source community.

Who is this meetup for?

• Data engineers, analysts, scientists, and other practitioners

• R, Python and other software engineers who work with data or want to learn

• Data visualization developers and designers

• Non-technical team leads, executives, and other decision-makers from data-centric startups and large companies looking to utilize open-source tools

Get Involved with our Meetups:

• Speaker Form ( https://docs.google.com/a/odsc.com/forms/d/1trkCoecAMa8za_ZzfN5bW6ZNBaRlmqJSQvuME_2nbJA/edit?usp=drive_web ) - Submit a talk, tutorial, or panel.

• Suggest a Meetup Topic Form ( https://docs.google.com/forms/d/1rEjO3UMMXRXtY8Yr_J_jj3ebYwsIFqcGA6FZzWK4rd0/edit )

• Volunteer Form ( https://docs.google.com/forms/d/1Vu3B72avz2I1xx618pEFGsuywZE9t4n78br9vSEX9oE/edit )

• Host or Sponsor Form ( https://docs.google.com/forms/d/1eyM9hJ3l8TlNmw35re65mH7mFCmsPoRZ1p5RJQEVhnk/edit )

• Showcase your Startup Form ( https://docs.google.com/forms/d/1oz8A4fbfe6HHs71v4nMpcf9FP_kpS9CcCfd3qIBS5HU/edit )

Get free access to more talks like this at LearnAI

· LearnAI: https://learnai.odsc.com/

· Facebook: https://www.facebook.com/OPENDATASCI/

· Twitter: https://twitter.com/odsc & @odsc (https://twitter.com/odsc)

· LinkedIn: https://www.linkedin.com/company/open-data-science/

Próximos eventos (1)

ODSC Delhi meetup

Expedia

This meetup is supported by Expedia. Full agenda: 11:00am - 11:15am - ODSC Intro 11:15am - 11:30am - Expedia overview 11:30am - 12:00pm - Talk #1 12:00pm - 12:45pm - Talk #2 12:45pm - 1:30pm - Talk #3 1:30pm - 2:00pm - Lunch Break and Networking 2:00pm - 3:30pm - Talk #4 Topic #1: – Real-Time Anomaly Detection on Telemetry Data using Neural Networks Speaker: Keshav Peswani, Senior Software Engineer at Expedia https://www.linkedin.com/in/keshavpeswani/ Abstract: In this talk, we will present the journey of distributed tracing in Expedia that started with Zipkin as a prototype and ended up building our own solution(in open source) using OpenTracing APIs. We will do a deep dive into our architecture and demonstrate how we ingest terabytes of tracing data in production for hundreds of our micro-services and use this data for trending service errors/latencies/rates. With the increasing number of microservices, there felt the need to have a real-time intelligent alerting and monitoring system to contribute to the goal of reducing MTTD and MTTK and move towards 24/7 reliability. Prerequisites - Neural Networks along with basic knowledge in streaming and understanding how the observability data fits in with neural networks to reduce MTTK and MTTD. Topic #2:Time Series Prediction using LSTM (Hands-on session) Speaker: Sharang Chopra, Software Development Engineer at Expedia https://www.linkedin.com/in/sharang-chopra-aa1536108/ Abstract: Time series forecasting is an important area of machine learning that is often neglected. It is important because there are so many prediction problems that involve a time component. These problems are neglected because it is this time component that makes time series problems more difficult to handle. In this, we will take an Open Source Timeseries Dataset and demonstrate how to use LSTM to do time series analysis and prediction. Prerequisite: Basic understanding of python, TensorFlow Topic#3: Making ML/AI Workflows easier with Airflow Speaker: Sarthak Deshwal, Software Development Engineer at Expedia Group https://www.linkedin.com/in/sarthakdeshwal/ Abstract: Data pipelines have become the part and parcel of data science. Resilient pipelines are very much a necessity in ML/AI projects, which scale. In this workshop, we would like to share our experience of using Apache Airflow to create ML/AI pipelines. It will be a complete hands-on live coding exercise, creating everything from scratch. Prerequisites: Reading/Writing/Debugging level literacy with Python. Topic #4: Learn UX Practices for Designing AI Applications (Hands-on) Speaker: Monika Khanna, Associate Design Director at IBM https://www.linkedin.com/in/monika-k-9b931315a/ Abstract: AI is something that excites me as it has changed the way we write content and design any system. Artificial intelligence and machine learning is a field that is moving at lightning speed and has tremendous potential in creating revolutionary impact across different sectors like healthcare, e-commerce, real estate, finance, HR management and many more. During the session, we will discuss the entities that are defining human-computer interactions. With the rise of voice assistants, voice-enabled devices and a growing number of chatbots, natural language defines the next trends in HCI. NLP( Natural Language Processing) is emerging to NLU(Natural Language Understanding) to give a more human-centered design experience. Prerequisites: Basic understanding of the design and it's processing. ODSC Links: • Get free access to more talks like this at LearnAI: https://learnai.odsc.com/ • Facebook: https://www.facebook.com/OPENDATASCI/ • Twitter: https://twitter.com/odsc & @odsc • LinkedIn: https://www.linkedin.com/company/open-data-science/ • Europe Conference Nov 19 - 22: https://odsc.com/london • East Conference Apr 13th - 17th 2020: https://odsc.com/boston/ • India Conference Sept 9th – 12th 2020: https://india.odsc.com/

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