Data Con LA 2020
Description
The Mars 2020 Rover sets the stage for Mars Sample return and continues NASA's explorarion of the red planet. Dr. Sengupta will discuss the scientific goals and unique technology challenges that will bring humanity closer to setting foot on the surface of Mars than ever before.
Speaker
Anita Sengupta, University of Southern California, Research Professor
American Astronautical Society, Astronauts and Robots: Partners in Space Exploration, May 12-13, 2015 - http://astronautical.org/event/astronauts-robots
American Astronautical Society, Astronauts and Robots: Partners in Space Exploration, May 12-13, 2015 - http://astronautical.org/event/astronauts-robots
American Astronautical Society, Astronauts and Robots: Partners in Space Exploration, May 12-13, 2015 - http://astronautical.org/event/astronauts-robots
ACCESS Mars - The Role of Caves and other Subsurface
Habitats in the Future Exploration of Mars
Presentation to Paper A5-1.4 at the IAC 2009 in Daejeon, South Korea
ILOA Galaxy Forum Canada 2014 - Bernard Foing - Moon South Pole ExplorationILOAHawaii
Galaxy Forum Canada 2014, with the theme “Moon South Pole and Human Missions: Giant Steps into the Galaxy” was held in conjunction with the 65th International Astronautical Congress at the Metro Toronto Convention Centre in Ontario, Canada. Thousands of scientists, engineers and experts from around the world gather to explore the latest achievements, innovations and ambitions of worldwide space agencies, industries and enterprises.
The Moon’s South Pole is as exciting and enriching a new frontier as humans on Mars or trillion dollar asteroids, and much closer in time and space.
The distinguished international, national and independent experts assembled for the event consider how robotic missions 2016-2018 can function as precursors to Human Moon missions in the 2020s. A fusion of astrophysics and astronautics, the ILOA Galaxy Forum will preview upcoming Luna missions and priorities of major spacefaring powers China, India, Russia, USA, Europe and Japan, as well as Canada, Korea and others; and of the remarkable enterprises at the forefront of the commercial Lunar Renaissance.
The International Astronautical Federation (IAF) is an official co-sponsor for Galaxy Forum Canada 2014 and is providing a plenary hall at the IAC venue for the event.
Galaxy Forums are free and open to the general public. More information about the program will be available soon. If you have any questions, please contact info@iloa.org.
American Astronautical Society, Astronauts and Robots: Partners in Space Exploration, May 12-13, 2015 - http://astronautical.org/event/astronauts-robots
ILOA Galaxy Forum Hawaii 2014 -- Melissa Adams on Hawaii as Planetary AnalogILOAHawaii
ILOA is an interglobal enterprise incorporated in Hawaii as a 501(c)(3) non-profit to expand human knowledge of the Cosmos through observation from our Moon and to participate in internationally cooperative lunar base build-out, with Aloha – the spirit of Hawai`i. The ILOA co-sponsors with its Space Age Publishing Company affiliate an international series of Galaxy Forums to advance 21st Century Education. Galaxy Forums, designed to provide greater global awareness, capabilities and action in Galaxy science, exploration and enterprise, are held in Hawaii, Silicon Valley, Canada, China, India, Japan, Europe, Africa, Chile, Brazil, Southeast Asia, Kansas and New York. Current plans are for expansion to Antarctica and beyond.
ILOA Galaxy Forum Hawaii 2014 -- Waimea -- Phil MerrellILOAHawaii
Galaxy Forum Hawaii 2014 - Waimea
Wednesday 19 November 2014 (4:30 - 6:30pm) @ Anna Ranch, Kamuela, Hawaii
This event is free and open to the public, but space is limited. Please RSVP to info@iloa.org or call 808-885-3474.
ILOA is an interglobal enterprise incorporated in Hawaii as a 501(c)(3) non-profit to expand human knowledge of the Cosmos through observation from our Moon and to participate in internationally cooperative lunar base build-out, with Aloha – the spirit of Hawai`i. The ILOA co-sponsors with its Space Age Publishing Company affiliate an international series of Galaxy Forums to advance 21st Century Education. Galaxy Forums, designed to provide greater global awareness, capabilities and action in Galaxy science, exploration and enterprise, are held in Hawaii, Silicon Valley, Canada, China, India, Japan, Europe, Africa, Chile, Brazil, Southeast Asia, Kansas and New York. Current plans are for expansion to Antarctica and beyond.
American Astronautical Society, Astronauts and Robots: Partners in Space Exploration, May 12-13, 2015 - http://astronautical.org/event/astronauts-robots
American Astronautical Society, Astronauts and Robots: Partners in Space Exploration, May 12-13, 2015 - http://astronautical.org/event/astronauts-robots
American Astronautical Society, Astronauts and Robots: Partners in Space Exploration, May 12-13, 2015 - http://astronautical.org/event/astronauts-robots
ACCESS Mars - The Role of Caves and other Subsurface
Habitats in the Future Exploration of Mars
Presentation to Paper A5-1.4 at the IAC 2009 in Daejeon, South Korea
ILOA Galaxy Forum Canada 2014 - Bernard Foing - Moon South Pole ExplorationILOAHawaii
Galaxy Forum Canada 2014, with the theme “Moon South Pole and Human Missions: Giant Steps into the Galaxy” was held in conjunction with the 65th International Astronautical Congress at the Metro Toronto Convention Centre in Ontario, Canada. Thousands of scientists, engineers and experts from around the world gather to explore the latest achievements, innovations and ambitions of worldwide space agencies, industries and enterprises.
The Moon’s South Pole is as exciting and enriching a new frontier as humans on Mars or trillion dollar asteroids, and much closer in time and space.
The distinguished international, national and independent experts assembled for the event consider how robotic missions 2016-2018 can function as precursors to Human Moon missions in the 2020s. A fusion of astrophysics and astronautics, the ILOA Galaxy Forum will preview upcoming Luna missions and priorities of major spacefaring powers China, India, Russia, USA, Europe and Japan, as well as Canada, Korea and others; and of the remarkable enterprises at the forefront of the commercial Lunar Renaissance.
The International Astronautical Federation (IAF) is an official co-sponsor for Galaxy Forum Canada 2014 and is providing a plenary hall at the IAC venue for the event.
Galaxy Forums are free and open to the general public. More information about the program will be available soon. If you have any questions, please contact info@iloa.org.
American Astronautical Society, Astronauts and Robots: Partners in Space Exploration, May 12-13, 2015 - http://astronautical.org/event/astronauts-robots
ILOA Galaxy Forum Hawaii 2014 -- Melissa Adams on Hawaii as Planetary AnalogILOAHawaii
ILOA is an interglobal enterprise incorporated in Hawaii as a 501(c)(3) non-profit to expand human knowledge of the Cosmos through observation from our Moon and to participate in internationally cooperative lunar base build-out, with Aloha – the spirit of Hawai`i. The ILOA co-sponsors with its Space Age Publishing Company affiliate an international series of Galaxy Forums to advance 21st Century Education. Galaxy Forums, designed to provide greater global awareness, capabilities and action in Galaxy science, exploration and enterprise, are held in Hawaii, Silicon Valley, Canada, China, India, Japan, Europe, Africa, Chile, Brazil, Southeast Asia, Kansas and New York. Current plans are for expansion to Antarctica and beyond.
ILOA Galaxy Forum Hawaii 2014 -- Waimea -- Phil MerrellILOAHawaii
Galaxy Forum Hawaii 2014 - Waimea
Wednesday 19 November 2014 (4:30 - 6:30pm) @ Anna Ranch, Kamuela, Hawaii
This event is free and open to the public, but space is limited. Please RSVP to info@iloa.org or call 808-885-3474.
ILOA is an interglobal enterprise incorporated in Hawaii as a 501(c)(3) non-profit to expand human knowledge of the Cosmos through observation from our Moon and to participate in internationally cooperative lunar base build-out, with Aloha – the spirit of Hawai`i. The ILOA co-sponsors with its Space Age Publishing Company affiliate an international series of Galaxy Forums to advance 21st Century Education. Galaxy Forums, designed to provide greater global awareness, capabilities and action in Galaxy science, exploration and enterprise, are held in Hawaii, Silicon Valley, Canada, China, India, Japan, Europe, Africa, Chile, Brazil, Southeast Asia, Kansas and New York. Current plans are for expansion to Antarctica and beyond.
IOA Galaxy Forum Japan 2014 -- Steve DurstILOAHawaii
Galaxy Forum Japan 2014 - Tokyo
Saturday 13 December 2014 (2-5pm) @ Cosmos Building, NAOJ Mitaka, Tokyo, Japan
Galaxy Forum returns to the Land of the Rising Sun, one of the world's 6 major space faring powers, Japan. ILOA collaboration with the Japan Aerospace Exploration Agency JAXA and the National Astronomical Observatory of Japan NAOJ, to advance Galaxy 21st Century Education continues this year at the Cosmos Building kindly provided by NAOJ at the Mitaka Campus.
International Lunar Observatory Association (ILOA) is an interglobal enterprise incorporated in Hawaii as a 501(c)(3) non-profit to expand human knowledge of the Cosmos through observation from our Moon and to participate in internationally cooperative lunar base build-out, with Aloha – the spirit of Hawai`i. The ILOA co-sponsors with its Space Age Publishing Company affiliate an international series of Galaxy Forums to advance 21st Century Education. Galaxy Forums, designed to provide greater global awareness, capabilities and action in Galaxy science, exploration and enterprise, are held in Hawaii, Silicon Valley, Canada, China, India, Japan, Europe, Africa, Chile, Brazil, Southeast Asia, Kansas and New York. Current plans are for expansion to Antarctica and beyond.
American Astronautical Society, Astronauts and Robots: Partners in Space Exploration, May 12-13, 2015 - http://astronautical.org/event/astronauts-robots
ILOA Galaxy Forum Canada 2015 - Paul HicksonILOAHawaii
-- Large optical telescopes on the Moon – Paul Hickson, Professor, Department of Physics and Astronomy, The University of British Columbia.
The Moon offers some unique advantages for future very-large optical telescopes. The airless environment, slow lunar rotation and precession would enable a zenith-pointing telescope, located near one of the lunar poles, to survey a large region of sky and study the epoch of galaxy formation. I will present results from a recent NASA/CSA study that considered the feasibility of lunar liquid-mirror telescopes having apertures in the 20 to 100 metre range.
Markets in Motion: Developing Markets in Low Earth OrbitISSRDC
Increased commercial activity in space has gradually transformed low Earth orbit into an emerging market. This session will focus on four development areas—biological and pharmaceutical, Earth imaging, materials science, and space transportation—where companies are finding and targeting customer groups that have the potential to develop into market sectors in low Earth orbit.
Camilla SDO: Camilla – The Who & Why!
Ignite Smithsonian is bringing innovative ideas about museums, design, art, technology and culture to life. As with every Ignite, each speaker had 5 minutes and 20 slides to communicate his or her message.
Camilla SDO is the mission mascot for the NASA Solar Dynamics Observatory. Follow @Camilla_SDO on Twitter.
International Space Station as the Gateway for Humankind's Future in Space an...ISSRDC
This session will highlight the active work of students and young professionals on the ISS. These next-generation researchers will discuss their experiences in translating their ground studies into spaceflight experiments, the benefits of microgravity research, and the overall impact of their research endeavors
ILOA Galaxy Forum Hawaii 2016 - Steve DurstILOAHawaii
Background:
Galaxy Forum is the primary education and outreach initiative of ILOA, it is an architecture designed to advance 21st Century science, education, enterprise and development around the world.
Galaxy Forums are public events specifically geared towards high school teachers, educators, astronomers of all kinds, students and the general public. Presentations are provided by experts in the fields of astrophysics / galaxy research, space exploration and STEM education, as well as related aspects of culture and traditional knowledge. Interactive panel discussions allow for community participation and integration of local perspectives.
Stats:
More than 70 Galaxy Forums, with over 300 presentations to date.
Held in 26 locations worldwide including Hawaii, Silicon Valley, Canada, China, India, Southeast Asia, Japan, Europe, Africa, Chile, Brazil, Kansas and New York.
Started with Galaxy Forum USA, July 4, 2008 in Silicon Valley, California.
International Lunar Observatory Association (ILOA) is an interglobal enterprise incorporated in Hawaii as a 501(c)(3) non-profit to expand human knowledge of the Cosmos through observation from our Moon and to participate in internationally cooperative lunar base build-out, with Aloha – the spirit of Hawaii.
ILOA Galaxy Forum SEA Thailand -- NEO and Space Debris, KirdkaoILOAHawaii
The 4th Regional Galaxy Forum Southeast Asia is taking place at the Science Centre for Education at the Bangkok Planetarium in collaboration between ILOA, National Astronomical Research Institute of Thailand (NARIT) and Geo-Informatics and Space Technology Development Agency (GISTDA).
Thailand is a leader in the region for Astronomy and Satellite Technology.
NARIT is a national research organization for astronomy in Thailand enabling the development of a collaborative research network both regionally and globally, and aiming at developing and strengthening knowledge in astronomy at an international level. They also ally with public and private observatories and other institutions around the World to pursue excellence in scientific research, education and public outreach.
IOA Galaxy Forum Japan 2014 -- Steve DurstILOAHawaii
Galaxy Forum Japan 2014 - Tokyo
Saturday 13 December 2014 (2-5pm) @ Cosmos Building, NAOJ Mitaka, Tokyo, Japan
Galaxy Forum returns to the Land of the Rising Sun, one of the world's 6 major space faring powers, Japan. ILOA collaboration with the Japan Aerospace Exploration Agency JAXA and the National Astronomical Observatory of Japan NAOJ, to advance Galaxy 21st Century Education continues this year at the Cosmos Building kindly provided by NAOJ at the Mitaka Campus.
International Lunar Observatory Association (ILOA) is an interglobal enterprise incorporated in Hawaii as a 501(c)(3) non-profit to expand human knowledge of the Cosmos through observation from our Moon and to participate in internationally cooperative lunar base build-out, with Aloha – the spirit of Hawai`i. The ILOA co-sponsors with its Space Age Publishing Company affiliate an international series of Galaxy Forums to advance 21st Century Education. Galaxy Forums, designed to provide greater global awareness, capabilities and action in Galaxy science, exploration and enterprise, are held in Hawaii, Silicon Valley, Canada, China, India, Japan, Europe, Africa, Chile, Brazil, Southeast Asia, Kansas and New York. Current plans are for expansion to Antarctica and beyond.
American Astronautical Society, Astronauts and Robots: Partners in Space Exploration, May 12-13, 2015 - http://astronautical.org/event/astronauts-robots
ILOA Galaxy Forum Canada 2015 - Paul HicksonILOAHawaii
-- Large optical telescopes on the Moon – Paul Hickson, Professor, Department of Physics and Astronomy, The University of British Columbia.
The Moon offers some unique advantages for future very-large optical telescopes. The airless environment, slow lunar rotation and precession would enable a zenith-pointing telescope, located near one of the lunar poles, to survey a large region of sky and study the epoch of galaxy formation. I will present results from a recent NASA/CSA study that considered the feasibility of lunar liquid-mirror telescopes having apertures in the 20 to 100 metre range.
Markets in Motion: Developing Markets in Low Earth OrbitISSRDC
Increased commercial activity in space has gradually transformed low Earth orbit into an emerging market. This session will focus on four development areas—biological and pharmaceutical, Earth imaging, materials science, and space transportation—where companies are finding and targeting customer groups that have the potential to develop into market sectors in low Earth orbit.
Camilla SDO: Camilla – The Who & Why!
Ignite Smithsonian is bringing innovative ideas about museums, design, art, technology and culture to life. As with every Ignite, each speaker had 5 minutes and 20 slides to communicate his or her message.
Camilla SDO is the mission mascot for the NASA Solar Dynamics Observatory. Follow @Camilla_SDO on Twitter.
International Space Station as the Gateway for Humankind's Future in Space an...ISSRDC
This session will highlight the active work of students and young professionals on the ISS. These next-generation researchers will discuss their experiences in translating their ground studies into spaceflight experiments, the benefits of microgravity research, and the overall impact of their research endeavors
ILOA Galaxy Forum Hawaii 2016 - Steve DurstILOAHawaii
Background:
Galaxy Forum is the primary education and outreach initiative of ILOA, it is an architecture designed to advance 21st Century science, education, enterprise and development around the world.
Galaxy Forums are public events specifically geared towards high school teachers, educators, astronomers of all kinds, students and the general public. Presentations are provided by experts in the fields of astrophysics / galaxy research, space exploration and STEM education, as well as related aspects of culture and traditional knowledge. Interactive panel discussions allow for community participation and integration of local perspectives.
Stats:
More than 70 Galaxy Forums, with over 300 presentations to date.
Held in 26 locations worldwide including Hawaii, Silicon Valley, Canada, China, India, Southeast Asia, Japan, Europe, Africa, Chile, Brazil, Kansas and New York.
Started with Galaxy Forum USA, July 4, 2008 in Silicon Valley, California.
International Lunar Observatory Association (ILOA) is an interglobal enterprise incorporated in Hawaii as a 501(c)(3) non-profit to expand human knowledge of the Cosmos through observation from our Moon and to participate in internationally cooperative lunar base build-out, with Aloha – the spirit of Hawaii.
ILOA Galaxy Forum SEA Thailand -- NEO and Space Debris, KirdkaoILOAHawaii
The 4th Regional Galaxy Forum Southeast Asia is taking place at the Science Centre for Education at the Bangkok Planetarium in collaboration between ILOA, National Astronomical Research Institute of Thailand (NARIT) and Geo-Informatics and Space Technology Development Agency (GISTDA).
Thailand is a leader in the region for Astronomy and Satellite Technology.
NARIT is a national research organization for astronomy in Thailand enabling the development of a collaborative research network both regionally and globally, and aiming at developing and strengthening knowledge in astronomy at an international level. They also ally with public and private observatories and other institutions around the World to pursue excellence in scientific research, education and public outreach.
This is the presentation given at the end of the Space studies program at NASA Ames, August 2009. The ACCESS Mars project stands for Assessing Cave Capabilities and Evaluating Specific Solutions (ACCESS) Mars explores the future of robotic and human exploration missions to Mars via subsurface habitation.
Mission statement: "...to develop a mission architecture for an initial settlement on Mars by assessing the feasibility of cave habitation as an alternative to proposed surface-based solutions".
A New Exploration Strategy
Dr. Edward F. Crawley
Ford Professor of Engineering at MIT
Co-chair of NASA Exploration Technology Development Program Review Committee
This was a talk I gave at CU Boulder SEDs in Nov 2011 to showcase the variety and opportunities for student-run science and engineering experiments on suborbital platforms. The area of suborbital space is rapidly expanding and is set to change how we expand our use of technology for future science and exploration space missions.
Data Con LA 2022 - Using Google trends data to build product recommendationsData Con LA
Mike Limcaco, Analytics Specialist / Customer Engineer at Google
Measure trends in a particular topic or search term across Google Search across the US down to the city-level. Integrate these data signals into analytic pipelines to drive product, retail, media (video, audio, digital content) recommendations tailored to your audience segment. We'll discuss how Google unique datasets can be used with Google Cloud smart analytic services to process, enrich and surface the most relevant product or content that matches the ever-changing interests of your local customer segment.
Melinda Thielbar, Data Science Practice Lead and Director of Data Science at Fidelity Investments
From corporations to governments to private individuals, most of the AI community has recognized the growing need to incorporate ethics into the development and maintenance of AI models. Much of the current discussion, though, is meant for leaders and managers. This talk is directed to data scientists, data engineers, ML Ops specialists, and anyone else who is responsible for the hands-on, day-to-day of work building, productionalizing, and maintaining AI models. We'll give a short overview of the business case for why technical AI expertise is critical to developing an AI Ethics strategy. Then we'll discuss the technical problems that cause AI models to behave unethically, how to detect problems at all phases of model development, and the tools and techniques that are available to support technical teams in Ethical AI development.
Data Con LA 2022 - Improving disaster response with machine learningData Con LA
Antje Barth, Principal Developer Advocate, AI/ML at AWS & Chris Fregly, Principal Engineer, AI & ML at AWS
The frequency and severity of natural disasters are increasing. In response, governments, businesses, nonprofits, and international organizations are placing more emphasis on disaster preparedness and response. Many organizations are accelerating their efforts to make their data publicly available for others to use. Repositories such as the Registry of Open Data on AWS and Humanitarian Data Exchange contain troves of data available for use by developers, data scientists, and machine learning practitioners. In this session, see how a community of developers came together though the AWS Disaster Response hackathon to build models to support natural disaster preparedness and response.
Data Con LA 2022 - What's new with MongoDB 6.0 and AtlasData Con LA
Sig Narvaez, Executive Solution Architect at MongoDB
MongoDB is now a Developer Data Platform. Come learn what�s new in the 6.0 release and Atlas following all the recent announcements made at MongoDB World 2022. Topics will include
- Atlas Search which combines 3 systems into one (database, search engine, and sync mechanisms) letting you focus on your product's differentiation.
- Atlas Data Federation to seamlessly query, transform, and aggregate data from one or more MongoDB Atlas databases, Atlas Data Lake and AWS S3 buckets
- Queryable Encryption lets you run expressive queries on fully randomized encrypted data to meet the most stringent security requirements
- Relational Migrator which analyzes your existing relational schemas and helps you design a new MongoDB schema.
- And more!
Data Con LA 2022 - Real world consumer segmentationData Con LA
Jaysen Gillespie, Head of Analytics and Data Science at RTB House
1. Shopkick has over 30M downloads, but the userbase is very heterogeneous. Anecdotal evidence indicated a wide variety of users for whom the app holds long-term appeal.
2. Marketing and other teams challenged Analytics to get beyond basic summary statistics and develop a holistic segmentation of the userbase.
3. Shopkick's data science team used SQL and python to gather data, clean data, and then perform a data-driven segmentation using a k-means algorithm.
4. Interpreting the results is more work -- and more fun -- than running the algo itself. We'll discuss how we transform from ""segment 1"", ""segment 2"", etc. to something that non-analytics users (Marketing, Operations, etc.) could actually benefit from.
5. So what? How did team across Shopkick change their approach given what Analytics had discovered.
Data Con LA 2022 - Modernizing Analytics & AI for today's needs: Intuit Turbo...Data Con LA
Ravi Pillala, Chief Data Architect & Distinguished Engineer at Intuit
TurboTax is one of the well known consumer software brand which at its peak serves 385K+ concurrent users. In this session, We start with looking at how user behavioral data & tax domain events are captured in real time using the event bus and analyzed to drive real time personalization with various TurboTax data pipelines. We will also look at solutions performing analytics which make use of these events, with the help of Kafka, Apache Flink, Apache Beam, Spark, Amazon S3, Amazon EMR, Redshift, Athena and Amazon lambda functions. Finally, we look at how SageMaker is used to create the TurboTax model to predict if a customer is at risk or needs help.
Data Con LA 2022 - Moving Data at Scale to AWSData Con LA
George Mansoor, Chief Information Systems Officer at California State University
Overview of the CSU Data Architecture on moving on-prem ERP data to the AWS Cloud at scale using Delphix for Data Replication/Virtualization and AWS Data Migration Service (DMS) for data extracts
Data Con LA 2022 - Collaborative Data Exploration using Conversational AIData Con LA
Anand Ranganathan, Chief AI Officer at Unscrambl
Conversational AI is getting more and more widely used for customer support and employee support use-cases. In this session, I'm going to talk about how it can be extended for data analysis and data science use-cases ... i.e., how users can interact with a bot to ask analytical questions on data in relational databases.
This allows users to explore complex datasets using a combination of text and voice questions, in natural language, and then get back results in a combination of natural language and visualizations. Furthermore, it allows collaborative exploration of data by a group of users in a channel in platforms like Microsoft Teams, Slack or Google Chat.
For example, a group of users in a channel can ask questions to a bot in plain English like ""How many cases of Covid were there in the last 2 months by state and gender"" or ""Why did the number of deaths from Covid increase in May 2022"", and jointly look at the results that come back. This facilitates data awareness, data-driven collaboration and joint decision making among teams in enterprises and outside.
In this talk, I'll describe how we can bring together various features including natural-language understanding, NL-to-SQL translation, dialog management, data story-telling, semantic modeling of data and augmented analytics to facilitate collaborate exploration of data using conversational AI.
Data Con LA 2022 - Why Database Modernization Makes Your Data Decisions More ...Data Con LA
Anil Inamdar, VP & Head of Data Solutions at Instaclustr
The most modernized enterprises utilize polyglot architecture, applying the best-suited database technologies to each of their organization's particular use cases. To successfully implement such an architecture, though, you need a thorough knowledge of the expansive NoSQL data technologies now available.
Attendees of this Data Con LA presentation will come away with:
-- A solid understanding of the decision-making process that should go into vetting NoSQL technologies and how to plan out their data modernization initiatives and migrations.
-- They will learn the types of functionality that best match the strengths of NoSQL key-value stores, graph databases, columnar databases, document-type databases, time-series databases, and more.
-- Attendees will also understand how to navigate database technology licensing concerns, and to recognize the types of vendors they'll encounter across the NoSQL ecosystem. This includes sniffing out open-core vendors that may advertise as “open source,"" but are driven by a business model that hinges on achieving proprietary lock-in.
-- Attendees will also learn to determine if vendors offer open-code solutions that apply restrictive licensing, or if they support true open source technologies like Hadoop, Cassandra, Kafka, OpenSearch, Redis, Spark, and many more that offer total portability and true freedom of use.
Data Con LA 2022 - Intro to Data ScienceData Con LA
Zia Khan, Computer Systems Analyst and Data Scientist at LearningFuze
Data Science tutorial is designed for people who are new to Data Science. This is a beginner level session so no prior coding or technical knowledge is required. Just bring your laptop with WiFi capability. The session starts with a review of what is data science, the amount of data we generate and how companies are using that data to get insight. We will pick a business use case, define the data science process, followed by hands-on lab using python and Jupyter notebook. During the hands-on portion we will work with pandas, numpy, matplotlib and sklearn modules and use a machine learning algorithm to approach the business use case.
Data Con LA 2022 - How are NFTs and DeFi Changing EntertainmentData Con LA
Mariana Danilovic, Managing Director at Infiom, LLC
We will address:
(1) Community creation and engagement using tokens and NFTs
(2) Organization of DAO structures and ways to incentivize Web3 communities
(3) DeFi business models applied to Web3 ventures
(4) Why Metaverse matters for new entertainment and community engagement models.
Data Con LA 2022 - Why Data Quality vigilance requires an End-to-End, Automat...Data Con LA
Curtis ODell, Global Director Data Integrity at Tricentis
Join me to learn about a new end-to-end data testing approach designed for modern data pipelines that fills dangerous gaps left by traditional data management tools—one designed to handle structured and unstructured data from any source. You'll hear how you can use unique automation technology to reach up to 90 percent test coverage rates and deliver trustworthy analytical and operational data at scale. Several real world use cases from major banks/finance, insurance, health analytics, and Snowflake examples will be presented.
Key Learning Objective
1. Data journeys are complex and you have to ensure integrity of the data end to end across this journey from source to end reporting for compliance
2. Data Management tools do not test data, they profile and monitor at best, and leave serious gaps in your data testing coverage
3. Automation with integration to DevOps and DataOps' CI/CD processes are key to solving this.
4. How this approach has impact in your vertical
Data Con LA 2022-Perfect Viral Ad prediction of Superbowl 2022 using Tease, T...Data Con LA
Arif Ansari, Professor at University of Southern California
Super Bowl Ad cost $7 million and each year a few Super Bowl ads go viral. The traditional A/B testing does not predict virality. Some highly shared ones reach over 60 million organic views, which can be more valuable than views on TV. Not only are these voluntary, but they are typically without distraction, and win viewer engagement in the form of likes, comments, or shares. A Super Bowl ad that wins 69 million views on YouTube (e.g., Alexa Mind Reader) costs less than 10 cents per quality view! However, the challenge is triggering virality. We developed a method to predict virality and engineer virality into Ads.
1. Prof. Gerard J. Tellis and co-authors recommended that advertisers use YouTube to tease, test, and tweak (TTT) their ads to maximize sharing and viewing. 2022 saw that maxim put into practice.
2. We developed viral Ads prediction using two scientific models:
a. Prof. Gerard Tellis et al.'s model for viral prediction
b. Deep Learning viral prediction using social media effect
3. The model was able to identify all the top 15 Viral Ads it performed better than the traditional agencies.
4. New proposed method is Tease, Test, Tweak, Target and Spots Ad.
Data Con LA 2022- Embedding medical journeys with machine learning to improve...Data Con LA
Jai Bansal, Senior Manager, Data Science at Aetna
This talk describes an internal data product called Member Embeddings that facilitates modeling of member medical journeys with machine learning.
Medical claims are the key data source we use to understand health journeys at Aetna. Claims are the data artifacts that result from our members' interactions with the healthcare system. Claims contain data like the amount the provider billed, the place of service, and provider specialty. The primary medical information in a claim is represented in codes that indicate the diagnoses, procedures, or drugs for which a member was billed. These codes give us a semi-structured view into the medical reason for each claim and so contain rich information about members' health journeys. However, since the codes themselves are categorical and high-dimensional (10K cardinality), it's challenging to extract insight or predictive power directly from the raw codes on a claim.
To transform claim codes into a more useful format for machine learning, we turned to the concept of embeddings. Word embeddings are widely used in natural language processing to provide numeric vector representations of individual words.
We use a similar approach with our claims data. We treat each claim code as a word or token and use embedding algorithms to learn lower-dimensional vector representations that preserve the original high-dimensional semantic meaning.
This process converts the categorical features into dense numeric representations. In our case, we use sequences of anonymized member claim diagnosis, procedure, and drug codes as training data. We tested a variety of algorithms to learn embeddings for each type of claim code.
We found that the trained embeddings showed relationships between codes that were reasonable from the point of view of subject matter experts. In addition, using the embeddings to predict future healthcare-related events outperformed other basic features, making this tool an easy way to improve predictive model performance and save data scientist time.
Data Con LA 2022 - Data Streaming with KafkaData Con LA
Jie Chen, Manager Advisory, KPMG
Data is the new oil. However, many organizations have fragmented data in siloed line of businesses. In this topic, we will focus on identifying the legacy patterns and their limitations and introducing the new patterns packed by Kafka's core design ideas. The goal is to tirelessly pursue better solutions for organizations to overcome the bottleneck in data pipelines and modernize the digital assets for ready to scale their businesses. In summary, we will walk through three uses cases, recommend Dos and Donts, Take aways for Data Engineers, Data Scientist, Data architect in developing forefront data oriented skills.
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
As Europe's leading economic powerhouse and the fourth-largest hashtag#economy globally, Germany stands at the forefront of innovation and industrial might. Renowned for its precision engineering and high-tech sectors, Germany's economic structure is heavily supported by a robust service industry, accounting for approximately 68% of its GDP. This economic clout and strategic geopolitical stance position Germany as a focal point in the global cyber threat landscape.
In the face of escalating global tensions, particularly those emanating from geopolitical disputes with nations like hashtag#Russia and hashtag#China, hashtag#Germany has witnessed a significant uptick in targeted cyber operations. Our analysis indicates a marked increase in hashtag#cyberattack sophistication aimed at critical infrastructure and key industrial sectors. These attacks range from ransomware campaigns to hashtag#AdvancedPersistentThreats (hashtag#APTs), threatening national security and business integrity.
🔑 Key findings include:
🔍 Increased frequency and complexity of cyber threats.
🔍 Escalation of state-sponsored and criminally motivated cyber operations.
🔍 Active dark web exchanges of malicious tools and tactics.
Our comprehensive report delves into these challenges, using a blend of open-source and proprietary data collection techniques. By monitoring activity on critical networks and analyzing attack patterns, our team provides a detailed overview of the threats facing German entities.
This report aims to equip stakeholders across public and private sectors with the knowledge to enhance their defensive strategies, reduce exposure to cyber risks, and reinforce Germany's resilience against cyber threats.
StarCompliance is a leading firm specializing in the recovery of stolen cryptocurrency. Our comprehensive services are designed to assist individuals and organizations in navigating the complex process of fraud reporting, investigation, and fund recovery. We combine cutting-edge technology with expert legal support to provide a robust solution for victims of crypto theft.
Our Services Include:
Reporting to Tracking Authorities:
We immediately notify all relevant centralized exchanges (CEX), decentralized exchanges (DEX), and wallet providers about the stolen cryptocurrency. This ensures that the stolen assets are flagged as scam transactions, making it impossible for the thief to use them.
Assistance with Filing Police Reports:
We guide you through the process of filing a valid police report. Our support team provides detailed instructions on which police department to contact and helps you complete the necessary paperwork within the critical 72-hour window.
Launching the Refund Process:
Our team of experienced lawyers can initiate lawsuits on your behalf and represent you in various jurisdictions around the world. They work diligently to recover your stolen funds and ensure that justice is served.
At StarCompliance, we understand the urgency and stress involved in dealing with cryptocurrency theft. Our dedicated team works quickly and efficiently to provide you with the support and expertise needed to recover your assets. Trust us to be your partner in navigating the complexities of the crypto world and safeguarding your investments.
Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/
Opendatabay - Open Data Marketplace.pptxOpendatabay
Opendatabay.com unlocks the power of data for everyone. Open Data Marketplace fosters a collaborative hub for data enthusiasts to explore, share, and contribute to a vast collection of datasets.
First ever open hub for data enthusiasts to collaborate and innovate. A platform to explore, share, and contribute to a vast collection of datasets. Through robust quality control and innovative technologies like blockchain verification, opendatabay ensures the authenticity and reliability of datasets, empowering users to make data-driven decisions with confidence. Leverage cutting-edge AI technologies to enhance the data exploration, analysis, and discovery experience.
From intelligent search and recommendations to automated data productisation and quotation, Opendatabay AI-driven features streamline the data workflow. Finding the data you need shouldn't be a complex. Opendatabay simplifies the data acquisition process with an intuitive interface and robust search tools. Effortlessly explore, discover, and access the data you need, allowing you to focus on extracting valuable insights. Opendatabay breaks new ground with a dedicated, AI-generated, synthetic datasets.
Leverage these privacy-preserving datasets for training and testing AI models without compromising sensitive information. Opendatabay prioritizes transparency by providing detailed metadata, provenance information, and usage guidelines for each dataset, ensuring users have a comprehensive understanding of the data they're working with. By leveraging a powerful combination of distributed ledger technology and rigorous third-party audits Opendatabay ensures the authenticity and reliability of every dataset. Security is at the core of Opendatabay. Marketplace implements stringent security measures, including encryption, access controls, and regular vulnerability assessments, to safeguard your data and protect your privacy.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...
The Future of Mars Exploration: A Tale of Perseverance and Curiosity
1. Dr. Anita Sengupta @Doctor_Astro
Research Associate Professor of Astronautics, University of Southern California
CEO/Founder Hydroplane Ltd.
The Future of Mars Exploration
A Tale of Perserverance and Curiosity
2. My Car eer Trajector y
Mars
MISSION: Curiosity
Tech: EDL
Low Earth Orbit
MISSION: Cold Atom Lab
Tech: Laser Cooling
Earth
Tech: Hyperloop
Main Asteroid Belt
MISSION: Dawn
Tech: Ion Engines
Earth at Altitude
Electric flight
3. Why Are We so Interested In Mars?
Where Do We Go Next as a Species?
Parameter Mars Earth
Distance (AU) 1.4 1
Mass (Earth) 1/10 1
Radius (REarth) 1/2 1
Gravity (Earth) 1/3 1
Pressure (Earth) 1/100 1
Atmosphere CO2 N2/O2
Temp (F) -120 60
Day (hrs) 24.6 24
6. Waters of Mars
• Large bodies of water once flowed on
the surface
Have We Found Water on Mars?
7. Is there Water Flowing on Mars Today?
• MRO that Mars has wet mud flowing on
the surface
• Mars is tilted on its axis resulting in
seasonal freezing and thawing
Have We Found Flowing Water on
Mars?
8. 8
Landing on Mars
• How many times have we landed on mars?
• 8 times
– Viking Landers (2)
– Pathfinder Sojourner
– Spirit and Opportunity (2)
– Phoenix Lander
– Curiosity: Aug 2012
– Insight: 2018
– Next: Mars 2020
9. Learning from Past and Building the Future
Evolution of Technology, Complexity and Size
10. Perseverance Mission - Did Mars Once Support Life?
• Biosignatures
• Geology and
Geochemistry
• Cache a Sample
• Prepare for Humans
35. It Takes a Community of Explorers
@Doctor_Astro
Engineers and scientists make space exploration a reality
Space Agencies around the world are going to Mars and beyond
All data are returned to Earth are publically available soon after they arrive
because the Universe belongs to everyone