| 1 |
Nishtha Chouhan |
AI/ ML/ Data Science |
Denodo Technologies |
Senior Product Marketing Manager |
Advanced Data analytics and ML using Logical Data Fabric |
Why should Logical Data Fabric be at the backbone of an organization's data architecture? When the data landscape is fragmented and businesses require advanced analytics for decision making, Logical data fabric provides an agile and governed approach to b |
| 2 |
Rustem Feyzkhanov |
AI/ ML/ Data Science |
Instrumental |
Senior Machine Learning Engineer |
Building scalable end-to-end deep learning pipelines in the cloud |
My presentation will show how to utilize services like AWS Batch, AWS Fargate, Amazon SageMaker, AWS Lambda, and AWS Step Functions to organize scalable deep learning pipelines. |
| 3 |
Cupid Chan |
AI/ ML/ Data Science |
4C Decision |
Managing Partner |
Catch me if you can - How to fight Fraud, Waste and Abuse using Machine Learning AND Machine Teaching |
In 2020, I led a committee in Linux Foundation to research a topic around Human-Centered AI. One point is about machine TEACHING, in addition to machine learning. This presentation is to see how this can help in fighting Fraud, Waste and Abuse along with |
| 4 |
Bunmi Akinremi |
AI/ ML/ Data Science |
Zindi |
Data Science Mentor |
Deploying your model to mobile app: Offline or Online? |
I'll be talking about various ways companies and individuals deploy models to mobile apps, benefits and disadvantages of deploying offline, benefits and disadvantages of deploying online, and when you should deploy online or offline.
|
| 5 |
Debu Sinha |
AI/ ML/ Data Science |
Databricks |
Sr Solutions Architect |
Detecting fake reviews at scale using Apache Spark and John Snow Labs |
In this session I will walk through and end to end NLP pipeline using John Snow Labs on Databricks to detect fake reviews at scale while utilizing MLFlow to manage model lifecycle. |
| 6 |
Paige Roberts |
AI/ ML/ Data Science |
Vertica |
Open Source Relations Manager |
In-Database Machine Learning with Jupyter |
Jupyter with Python code is a productive way to prepare models, but putting machine learning models into production at scale may require re-building the entire workflow. Using the same interactive tools, but letting a distributed database do the work coul |
| 7 |
Sayantika Banik |
AI/ ML/ Data Science |
Twilio |
Data Engineer |
Lie factor and it's impact on visualisation |
With the increasing complexity of graphs, we tend to forget the basic integrity principles. Lie factor is one such principle that gets subconsciously incorporated in the graphs, resulting in false interpretation. |
| 8 |
Ginni Malik, Ying Wang |
AI/ ML/ Data Science |
Amazon Web Services/ Amazon Web Services |
Data & ML Engineer/ Senior Big Data Consultant |
Talk to Your Data: Query Your Data Lake with Amazon QuickSight Q |
Ask questions on Amazon QuickSight Q and get prompt answers by using ML-powered, natural language query (NLQ) capabilities that empower users to ask questions about data using everyday business language. |
| 9 |
Elijah Ben Izzy |
AI/ ML/ Data Science |
Stitch Fix |
Data Platform Engineer |
The new ML Platform at Stitch Fix |
In this talk, we will discuss the system we built for Data Scientists to easily get their models into production. We will focus on the abstraction we used to write a model, and how that enables us to simplify their workflow with self-service, configuratio |
| 10 |
Christian Bourdeau |
BI/ Reporting/ Business Use Cases |
Sony PlayStation |
Sr. Business Intelligence Engineer |
How to Break into Business Intelligence & Data Analytics |
How to Break into Data Analytics & Business Intelligence |
| 11 |
Linda Liu |
BI/ Reporting/ Business Use Cases |
HyreCar |
Director, Data Analytics |
HyreCar Data Analytics: Pushing the Pedal to the Metal |
Data Analytics plays a critical role in a fast growing company like HyreCar. In this talk, we will share how we built the analytics foundation from scratch, focussing on technology, team makeup, and culture. We will also cover the challenges we overcame a |
| 12 |
Jenny Rankin, Ph.D. |
BI/ Reporting/ Business Use Cases |
U.S. Department of State (Fulbright Specialist) |
Author, Lecturer, & Fulbright Specialist |
Moving People with Data |
Even when someone has compelling data, it is too often communicated in confusing, overwhelming, or forgettable ways that fail to move an audience or team. But it doesn't have to be that way! Storytelling, emotion-tapping, and other powerful-yet-practical |
| 14 |
Ashutosh Garg |
BI/ Reporting/ Business Use Cases |
Eightfold.ai |
CEO & Founder |
Solving the Employability Problem Using Data & AI |
Eightfold is leveraging career data from over 1 billion people and the latest AI technology to solve the employability problem. Ashutosh can share how data & AI are allowing companies to hire for potential, improve diversity, eliminate unconscious bias in |
| 15 |
Zitao Liu |
Data 4 Good |
TAL Education Group |
Head of Engineering, Xueersi 1 on 1 |
A Practical Guide to Robust Multimodal Machine Learning and Its Application in Education |
In fact, the increasingly digitalized education tools and the popularity of online learning have produced an unprecedented amount of data that provides us with invaluable opportunities for applying AI in education. Despite gratifying achievements have dem |
| 16 |
Claudia T Miller |
Data 4 Good |
Claudia T Miller, LLC |
CEO |
How To Make Yourself Visible While Working From Home |
Not sure how to network remotely? In this workshop you'll learn how to network with anyone whether you're job searching, looking to get promoted or just want to expand your network...even if you're an introvert. |
| 17 |
Jared Sheehan |
Data 4 Good |
Pwrdby in partnership with Neon One |
CEO and Co-Founder |
Pandemic Generosity: What Donation and Health Data Can Teach Us |
How can we apply the lessons of the COVID-19 pandemic to the fundraising of the future? In this in-depth analysis of over 1.7 million donor records from thousands of nonprofits combined with coronavirus data, learn how utilizing data overlays can ensure y |
| 18 |
Carnellia Ajasin |
Data 4 Good |
Mind Katalyst |
CEO & Founder |
The Purposeful Innovator |
An invitation to game-changing business leaders and entrepreneurs to bring their higher selves to ideas that create transformation in that thriving space where integrity and innovation meet. Proven framework and process for an approach to creating technol |
| 19 |
Sreyoshi Bhaduri, Tahsin Chowdhury |
Data 4 Good |
McGraw Hill/ Virginia Tech |
Manager, Global People Research & Analytics/ Graduate Assistant |
To B or Not To B : How Can Early Career Women Find Belonging at Work? |
Despite several calls to increase gender representation in the workforce disproportionality in hiring, retention, and promotions remain broad in the workforce. This has lowered belonging among women. We expand on research on barriers faced by women in the |
| 20 |
Pramod Kunju |
Data 4 Good |
Nakunj Inc |
CEO |
Zero Bias AI |
While there are many benefits of AI, there are some aspects of AI that deserve closer scrutiny. One such aspect is the potential bias in AI models. |
| 21 |
Caito Scherr |
Data Engineering |
Ververica |
Developer Advocate |
Better, Faster, Stronger Streaming: Your First Dive into Flink SQL |
This talk will cover how to get started quickly, and easily with data pipelines that leverage the power of Apache Flink, while being programming-language agnostic and without the typical overhead.
Takeaways for attendees will include:
- Understanding ho |
| 22 |
Idris Motiwala |
Data Engineering |
Couchbase |
Principal Product Manager |
How to get real-time insights from your JSON data? |
Couchbase Analytics service helps users to analyze JSON data in near real-time without the need to Extract-Transform-Load your data into a separate system. Real-time analytics integrated within a business operation, processing current and historical data |
| 23 |
David Stokes |
Data Engineering |
Oracle |
MySQL Community Manager |
MySQL Indexes and Histograms to Speed Up Your Queries |
How to speed up MySQL queries using histograms and indexes |
| 24 |
Craig Stewart |
Data Engineering |
SnapLogic |
CTO |
Reigniting the ETL vs. ELT Debate - Which Better Supports Streamlining the Business and Improving Decision-Making? |
The pandemic re-focused companies on improving operations and empowering employees to do more, and that comes back to giving your team the best chance to succeed. The smart use of data throughout all aspects of the business, and by all teams, has proven t |
| 25 |
Dennes Oliveira |
Data Infrastructure & Security |
Malta Data Platform UG |
Data Platform MVP |
Data Lake House in the Cloud: The Azure Solutions |
On this session you will discover what's a Data Lake House, why we need it and how can we implement this solution in Azure Cloud
Let's discover the power of having the data on the right hands at the right time with a Data Lake House |
| 26 |
Mike Farrell |
Data Infrastructure & Security |
Transcend |
CTO and co-founder |
End-to-End File Encryption in Browser with Open Source Penumbra |
How do you fulfill privacy requests without ever seeing user data? This question drove the development of Penumbra, an open-source library for implementing end-to-end encryption in the browser. Immediate use cases include e2e encryption of video and audio |
| 27 |
Sano Hijazi |
Emerging Tech |
It's Prodigy |
CEO & Founder |
Big Data, Artificial Intelligence, Machine Learning |
DataProdigy is a platform that automates and simplifies the generation of Business Intelligence reports.
DataProdigy stays on top of business intelligence platforms to be the playmaker in creating new personalized reports without the need of developing ne |
| 28 |
Timothy Spann |
Emerging Tech |
StreamNative |
Developer Advocate |
Codeless Pipelines With Pulsar and Flink |
Building Codeless Pipelines with Apache Pulsar, apache flink, apache nifi and other open source data engineering projects. I will lead data engineers in building their own streaming events. |
| 29 |
Rafi Wadan |
Emerging Tech |
Stargazr |
CEO & Co-Founder |
How AI is changing CFOs world |
The CFO role is in a period of evolution, as its responsibilities shift past traditional finance, accounting, and reporting duties and toward a mandate of strategic, forward-thinking leadership. |
| 30 |
Ash Pahwa |
Emerging Tech |
Caltech |
Instructor |
The Future of Language Models |
Deep Learning has facilitated development of many Natural Language models like BERT, GPT-1/2/3. Google has introduced a new model called LaMDA for dialog applications. This seminar will explore the new Language Models and enumerate the risks society fac |
| 31 |
Sulamita Dantas, Leonardo Fonseca |
Data Engineering |
Localiza, Localiza |
Database Analyst, DBA |
How to reduce your SQL Database costs on Azure |
Show ways to reduce costs of your SQL Database on Azure |
| 32 |
Howard Ming |
Emerging Tech |
DISQO |
VP, Client Development |
The Zero-Party Data Advantage: Connecting Opinions and Outcomes |
Given the current state of the market research industry today, what is zero-party data and why do you need it? Learn how DISQO's proprietary zero-party data can |
| 33 |
Mariana Danilovic |
Emerging Tech |
Infiom, LLC |
Managing Director |
Earn Revenue in DeFi, NFTs and Consensus Blockchain |
Several of the blockchain sectors are thriving and gaining significant development momentum. We will examine technologies, economies and market conditions accelerating crypto currencies, native chains, NFTs, and DeFi growth. |