What we’re about
To see all meetups in this group: https://www.meetup.com/pro/ibm-community/
This is an IBM sponsored Meetup group geared towards developers, data scientists, data engineers, and ALL Big Data, Cloud and AI enthusiasts. Our meetups provide an opportunity to work hands on with the solutions and tools in our Big Data portfolio and to interact and share knowledge with experts at IBM and in our extended community.
Our Meetups typically include a 45-60 min (max) presentation that serves as an introduction and overview for a specific Big Data technology. It is followed by ~3 hours to collaborate with fellow developers and apply your Big Data skills. We provide a cloud environment that you can run through the browser of your laptop at NO cost to you. Our meetups are FREE.
Meetup topics include:
- Hadoop-based analytics
- Open Source Hadoop, SQL on Hadoop, R on Hadoop, Integration, Governance, ...
- Real Time Analytics & Stream Computing
- Text Analytics
- Visualization and Discovery tools for Big Data
- Big Data App Development
- Big Data & Cloud
- NoSQL
- Internet of Things (IoT)
- Deep dives into the technologies that makes big data processing possible
- Anything and everything about Big Data
Join us today for a hands on software development experience.
Upcoming events (1)
See all- Network event308 attendees from 109 groups hosting[AI Alliance] Workshop: Preparing High Quality Datasets with Data Prep KitLink visible for attendees
Overview
When building machine learning and data applications, a significant portion of your time will be dedicated to data wrangling - from content extraction and filtering out problematic and low quality data. In this hands-on session we will explore Data Prep Kit - an open source toolkit, designed to streamline these essential tasks. Attendees will learn first hand how to use the Data Prep Kit to improve overall data quality such as removing spam and low quality documents, removing HAP (Hate Abuse Profanity) speech, removing PII (Personally Identifiable Information) data, thus leading to higher quality dataset.Description
Join us for an interactive, hands-on session where you will learn to clean up data and prepare high quality datasets.In this workshop we will do the following:
- Extract content from various documents (PDFs, HTML)
- cleanup and remove markups
- Detect and remove SPAM content
- Score and remove low-quality documents
- Identify and remove PII data
- Detect and remove HAP (Hate Abuse Profanity) speech from documents
More about Data Prep Kit : https://github.com/IBM/data-prep-kit
What do you need to participate in this workshop?
- Comfortable in python programming language
- We will run the workshop code using Google Collab (free) - no other setup is needed!
Session Type
Workshop (hands-on)Audience
LLM app developers, data scientists, data engineersTechnical Level
Beginner - IntermediatePrerequisites
- Comfortable in python programming language
- We will run the workshop using Google Collab (free to use) - no other setup is needed!
Duration
60 minsIndustry
Cross industrySpeaker Bio
https://sujee.dev/bioAbout the AI Alliance
The AI Alliance is an international community of researchers, developers and organizational leaders committed to support and enhance open innovation across the AI technology landscape to accelerate progress, improve safety, security and trust in AI, and maximize benefits to people and society everywhere. Members of the AI Alliance believe that open innovation is essential to develop and achieve safe and responsible AI that benefit society rather than benefit a select few big players.
![[AI Alliance] Workshop: Preparing High Quality Datasets with Data Prep Kit cover photo](https://secure.meetupstatic.com/photos/event/7/f/4/6/event_526592582.webp "[AI Alliance] Workshop: Preparing High Quality Datasets with Data Prep Kit")
Past events (192)
See all- Network event338 attendees from 108 groups hosting[AI Alliance] Workshop: Hands-on with Data Prep KitThis event has passed
