Presented at the first-ever Sundance Institute #ArtistServices San Francisco Workshop.
Graef Allen is Manager of Content Services at Dolby Laboratories in Los Angeles, California. Graef has been with Dolby for over nine years, working primarily in digital cinema mastering and distribution. Although some of her work is on studio titles, most projects are independent films or educational films for science museums. Graef spent fifteen years on the staff of the Telluride Film Festival, working in production, theatre operations, and projection.
Presented at the first-ever Sundance Institute #ArtistServices San Francisco Workshop.
Graef Allen is Manager of Content Services at Dolby Laboratories in Los Angeles, California. Graef has been with Dolby for over nine years, working primarily in digital cinema mastering and distribution. Although some of her work is on studio titles, most projects are independent films or educational films for science museums. Graef spent fifteen years on the staff of the Telluride Film Festival, working in production, theatre operations, and projection.
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Discussion on Vector Databases, Unstructured Data and AI
https://www.meetup.com/unstructured-data-meetup-new-york/
This meetup is for people working in unstructured data. Speakers will come present about related topics such as vector databases, LLMs, and managing data at scale. The intended audience of this group includes roles like machine learning engineers, data scientists, data engineers, software engineers, and PMs.This meetup was formerly Milvus Meetup, and is sponsored by Zilliz maintainers of Milvus.
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
Unleashing the Power of Data_ Choosing a Trusted Analytics Platform.pdfEnterprise Wired
In this guide, we'll explore the key considerations and features to look for when choosing a Trusted analytics platform that meets your organization's needs and delivers actionable intelligence you can trust.
Enhanced Enterprise Intelligence with your personal AI Data Copilot.pdfGetInData
Recently we have observed the rise of open-source Large Language Models (LLMs) that are community-driven or developed by the AI market leaders, such as Meta (Llama3), Databricks (DBRX) and Snowflake (Arctic). On the other hand, there is a growth in interest in specialized, carefully fine-tuned yet relatively small models that can efficiently assist programmers in day-to-day tasks. Finally, Retrieval-Augmented Generation (RAG) architectures have gained a lot of traction as the preferred approach for LLMs context and prompt augmentation for building conversational SQL data copilots, code copilots and chatbots.
In this presentation, we will show how we built upon these three concepts a robust Data Copilot that can help to democratize access to company data assets and boost performance of everyone working with data platforms.
Why do we need yet another (open-source ) Copilot?
How can we build one?
Architecture and evaluation
Analysis insight about a Flyball dog competition team's performanceroli9797
Insight of my analysis about a Flyball dog competition team's last year performance. Find more: https://github.com/rolandnagy-ds/flyball_race_analysis/tree/main
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
Learn SQL from basic queries to Advance queriesmanishkhaire30
Dive into the world of data analysis with our comprehensive guide on mastering SQL! This presentation offers a practical approach to learning SQL, focusing on real-world applications and hands-on practice. Whether you're a beginner or looking to sharpen your skills, this guide provides the tools you need to extract, analyze, and interpret data effectively.
Key Highlights:
Foundations of SQL: Understand the basics of SQL, including data retrieval, filtering, and aggregation.
Advanced Queries: Learn to craft complex queries to uncover deep insights from your data.
Data Trends and Patterns: Discover how to identify and interpret trends and patterns in your datasets.
Practical Examples: Follow step-by-step examples to apply SQL techniques in real-world scenarios.
Actionable Insights: Gain the skills to derive actionable insights that drive informed decision-making.
Join us on this journey to enhance your data analysis capabilities and unlock the full potential of SQL. Perfect for data enthusiasts, analysts, and anyone eager to harness the power of data!
#DataAnalysis #SQL #LearningSQL #DataInsights #DataScience #Analytics
Adjusting OpenMP PageRank : SHORT REPORT / NOTESSubhajit Sahu
For massive graphs that fit in RAM, but not in GPU memory, it is possible to take
advantage of a shared memory system with multiple CPUs, each with multiple cores, to
accelerate pagerank computation. If the NUMA architecture of the system is properly taken
into account with good vertex partitioning, the speedup can be significant. To take steps in
this direction, experiments are conducted to implement pagerank in OpenMP using two
different approaches, uniform and hybrid. The uniform approach runs all primitives required
for pagerank in OpenMP mode (with multiple threads). On the other hand, the hybrid
approach runs certain primitives in sequential mode (i.e., sumAt, multiply).
1. Music Video Analysis
Gender Roles
Song Title: ________Little Game_________________
Artist: _____Benny___________________________
Directions: As you closely watch the music video, answer the following questions with as
much detail as possible.
1. What are the men/women doing? (Dancing, sitting, swimming, etc.)
In the beginning the men and women are separated in to boys and girls and giver
traditional colors and toys (blue & army pink & dolls, etc) Girld are playing dress up
and the buys are playing sports. Halfway through they are thrown into the “real”
world, and the pink & blue are mixed, not just into purple, but the boys get covered in
pink and the girls blue.
2. How are the men/women dressed? How much skin is revealed?
The age setting is in the pre-teens for both genders, the boys are in blue and the girls
are in pink. Not much skin aside from normal sports uniforms and ballet costumes.
3. Are there more, fewer, or the same number of men as women?
Same number of each
4. Describe the body language of the men/women: are they sitting, standing, gyrating,
mugging, etc.?
All are playing in the beginning, then one of each gender questions, then is ganged up
on by the remaining group until they are alienated for not conforming to gender rioles
5. Do the men/women have power? How do you know?
Yes, the cowardice of the one, and the ganging up of the others.
6. What³s the message of the song?
Traditional gender archetypes, and not fitting completely into either role.
7. What type of music is the song?
Dark Alt Pop
2. Music Video Analysis
Race
Song Title: __________Black or White____________________________
Artist: _____________Michael Jackson_________________________
Directions: As you closely watch the music video, answer the following questions with as
much detail as possible.
1. What races do you see represented?
Black, White, Indian, Russian, Asian…basically everything
2. Are there any dark skinned women shown? How many?
Yes, we lost count…a bunch
3. What is the race of the person at the focus of the video?
Black/white…Michael Jackson and Macaulay Culkin
4. What are the black/Latino/Asian/white/Native American/Pacific Islander people
doing?
Dancing with everyone else; also dancing in other countries
5. What³s the message of the song?
Race doesn’t matter
6. What type of music is the song?
Pop
3. Music Video Analysis
Sexuality
Song Title: ________Earned It______________________________
Artist: _____The Weeknd_________________________________
Directions: As you closely watch the music video, answer the following questions with as
much detail as possible.
1. Describe any sexually explicit body language:
Seven Dancers on a stage dressed in a g string with black tape on their nipples and
tape on their ass in the shape of an “X” dancing with bull whips that are cut too short,
dancing for the lone singler in an empty theater.
2. Who is more sexualized • men or women? Both?
The women are, they are basically nude while he is fully clothed, and the video goes to
imply him being sexual with her
3. Are there sexually explicit lyrics or messages?
Yes, pretty much the whole song
4. How are subjects of the music video dressed?
The women are naked except for nipple pasties and g strings, the man is fully clothed
in a suit.
5. Describe the relationships between the men and women: Are they long or short term?
Casual or serious?
Video shows a casual, but the lyrics imply more of a closer bond
6. What³s the message of the song?
A man can have deep feelings for his woman, but she has to do something to earn it
first.
7. What type of music is the song?
Hip-Hop
4. Music Video Analysis
Materialism
Song Title: ______Material Girl________________________________
Artist: __________Madonna____________________________
Directions: As you closely watch the music video, answer the following questions with as
much detail as possible.
1. Describe the products that are highlighted in the video: (cars, jewelry, clothes, etc.)
Fancy clothing and jewelry, fur and diamonds
2. Are any brand names shown?
No
3. How is wealth defined in the video?
A waterfall of dollar bills (maybe, can’t make out denomination), arms full of diamond
bracelets
4. Are products mentioned in the song lyrics?
Not by name
5. What³s the message of the song?
Girls value material wealth more than emotional satisfaction.
6. What type of music is the song?
Pop
5. Music Video Analysis
Violence
Song Title: _____My Life_________________________________
Artist: ________The Game, featuring Lil Wayne______
Directions: As you closely watch the music video, answer the following questions with as
much detail as possible.
1. Describe any violent lyrics in the song:
Take me away
Like I overdosed on cocaine
Or take me away like a bullet from Kurt Cobain
Suicide (Suicide..suicide..)
I'm from a Windy City, like "Do or Die"
From a block close to where Biggie was crucified
That was Brooklyn's Jesus
Shot for no f**kin' reason
2. Describe any violent body language:
Cops pulling guns, people getting shot
3. Describe any violent actions or weapons that are shown:
Pistols, bullets, alcohol
4. Describe any self-mutilation or violence:
Death from a gunshot wound, robbing a convience store, 4 people died
5. What³s the message of the song?
That’s how he (the artist) grew up, and what he saw almost every day. He’s wondering
why he himself hasn’t died yet.
6. What type of music is the song?
Rap