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Applying AI & Machine Learning to Retail & eCommerce

August 25

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DSS Virtual at VentureBeat Transform World 2021

June 2021

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Applying AI & Machine Learning to Media, Advertising & Entertainment

May 2021

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Applying AI & Machine Learning to Healthcare, Finance & Technology

Feb 2021

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Applying AI & Machine Learning to Finance & Technology

Dec 2020

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Applying AI & Machine Learning to Retail & eCommerce

Nov 2020

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Applying AI & Machine Learning to Media, Advertising & Entertainment

Sept 2020

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Elevating Women in Data

August 2020

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Elevating Women in Data

July 2020

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Elevating Women in Data

June 2020

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Elevating Women in Data

May 2020

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Applying AI & Machine Learning to Healthcare, Finance & Technology

Feb 2020

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Applying AI & Machine Learning to Media & Entertainment

November 2019

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Applying AI & Machine Learning to Retail & eCommerce

Oct 2019

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Applying AI & Machine Learning to Finance, Healthcare & Hospitality

Sept 2019

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Applying AI & Machine Learning to Media & Entertainment

June 2019

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Applying AI & Machine Learning to Finance, Healthcare & Technology

Feb 2019

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Applying AI & Machine Learning to Finance & Technology

Nov 2018

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Applying AI & Machine Learning to Media & Entertainment

Sept 2018

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Applying AI & Machine Learning to Media & Entertainment

Sept 2018

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Applying AI & Machine Learning to Finance & Technology

April 2018

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Applying AI & Machine Learning to Media & Entertainment

Feb 2018

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Applying AI & Machine Learning to Media & Entertainment

DECEMBER 2017

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LIST OF TOPICS

Technology

HOW I LEARNED TO STOP WORRYING & FELL IN LOVE WITH BIG DATA BY USING THE BETA DISTRIBUTION
COMPARING SCALABILITY OF DEEP LEARNING FRAMEWORKS—A BENCHMARK STUDY
BUILDING PARTNERSHIPS TO UNLEASH DATA FOR GOOD
BEYOND LOGISTIC REGRESSION: TEXT EMBEDDINGS FOR EXOTIC DOWNSTREAM NLP TASKS
OPTIMIZE MOBILE APPLICATION EXPERIENCE BY PREDICTING USER BEHAVIOR
THEORETICAL VS APPLIED MODEL BUILDING: CROSSING THE PRACTICAL APPLICATION DIVIDE
CATBOOST - THE NEW GENERATION OF GRADIENT BOOSTING
DEEP LEARNING: A PARADIGM SHIFT IN MACHINE LEARNING
PANEL | DATA GOVERNANCE IN THE AGE OF AI
The UX of Data
PYTHON IN PRODUCTION
AUTOMATED FEATURE ENGINEERING
MACHINE LEARNING AND DATA MONETIZATION
DATA SCIENTISTS ARE EDUCATORS!
THE OPEN DATA SCIENCE PLATFORM
PRODUCT(IVE) DATA SCIENCE
IOT & ANALYTICS: CONDITION BASED MAINTENANCE
APPLYING MACHINE LEARNING & AI TO FINANCE, HEALTHCARE & TECHNOLOGY
ENABLING SELF-SERVICE PREDICTIVE ANALYTICS AT BIDTELLECT – A CASE STUDY
DIGITAL TRANSFORMATION: THE DATA SCIENCE CATALYST
CHALLENGES OF IMPROVING PERFORMANCE ON ANDROID
QUIT WASTING TIME – CASE STUDIES IN PRODUCTION MACHINE LEARNING
ADOPTING MACHINE LEARNING TO DRIVE REVENUE AND MARKET SHARE
APPLYING MACHINE LEARNING TO MODERNIZE BUSINESS PROCESSES
HOW TO MONETIZE AND PRODUCTIZE DATA SCIENCE
PANEL | APPLYING MACHINE LEARNING AND AI TO FINANCE AND TECHNOLOGY
SMART CITIES
Kaggle 1st Place in 30 minutes
Data Science at Toyota Connected
Automated Machine Learning for Time-Series Predictions
Building a Data Driven Product Mindset
Building A Model To Predict Data Science Wins
PANEL | The future of machine learning and AI in Finance and Technology

Finance

DATA & MACHINE LEARNING - DEFINING FUTURE OF CONSUMER LENDING
MACHINE LEARNING AND FINANCE; DEFINING USE CASES AND GATHERING DATA
MULTIVARIATE TIME SERIES FORECASTING USING STATISTICAL MODELS AND NEURAL-NETWORK BASED MODELS
REVOLUTIONARY FINANCIAL INCLUSION : DEVELOPING CREDIT SCORING ENGINES WITH ALTERNATE DATASTES
RECENT ADVANCES IN NLP AND HOW THEY IMPACT TRADING
SOLVING EXPLAINABLE AI CHALLENGES FOR THE FICO SCORE
PANEL: APPLYING MACHINE LEARNING & AI TO FINANCE, HEALTHCARE & TECHNOLOGY
MCL CLUSTERING OF SPARSE GRAPHS
INTERACTIVE DATA VISUALIZATION IN CREDIT APPLICATIONS: THE CHANGING FACE OF CREDIT ANALYSIS
PANEL | APPLYING MACHINE LEARNING AND AI TO FINANCE AND TECHNOLOGY
An Applied Introduction to LDA Topics
PANEL | The future of machine learning and AI in Finance and Technology

Media & Entertainment

MACHINE LEARNING FOR CONTEXTUAL TARGETING
UTILIZING DATA AND DATA SCIENCE TO OPTIMIZE TUNE-IN
ON THE ROAD TO MORE HOLISTIC PLAYER UNDERSTANDING
CAN DATA SCIENCE HELP US FIND WHAT MAKES A HIT TELEVISION SHOW?
CONTENT SIMILARITY
MEASURE AD EFFECTIVENESS
MACHINE LEARNING & AI: DEMYSTIFIED FOR TV ADVERTISING
APPLY NATURAL LANGUAGE PROCESSING IN SEGMENTING ONLINE AUDIENCE
HOW SPATIAL ANALYSIS AND DATA SCIENCE GO TOGETHER
HULU AND HANG: UNDERSTANDING VIEWER SESSIONS WITH BIG DATA
DATA SCIENCE AT THE NEW YORK TIMES
MULTI-TASK LEARNING FOR NEWS ANALYSIS
THE FREEWHEEL FLYWHEEL: HOW ADDRESSABLE ADVERTISING AND MACHINE LEARNING ARE TRANSFORMING THE TELEVISION LANDSCAPE
PANEL | APPLYING AI AND MACHINE LEARNING TO MEDIA AND ENTERTAINMENT
THIS IS US = IS THIS US? QUANTIFYING SIMILARITY IN MACHINE LEARNING AND AI
EDIT MEETS AI: MATCHING CONTENT WITH AUDIENCES
AUTOMATED MACHINE LEARNING - USING AI TO BUILD BETTER AI
DATA SCIENCE AND ANALYTICS AT TUMBLR
MODELING HULU SUBSCRIBER BEHAVIOR WITH NEURAL NETWORKS
BUILDING A TRUE ENTERPRISE DATA GOVERNANCE PLATFORM FOR THE MODERN MACHINE LEARNING ERA
DATA SCIENCE & ENTERTAINMENT PRODUCTION
AI IN THE NEW ERA OF MOVIE GOING
HOW MANY DATA SCIENTISTS DOES IT TAKE TO BUILD A RECOMMENDER SYSTEM?
OUR NEW PUBLISHING PLATFORM WILL MAKE YOU A BETTER WRITER: USING AI TO ASSIST THE NEWSROOM
PANEL | APPLYING AI AND MACHINE LEARNING TO MEDIA AND ENTERTAINMENT
DATA SCIENCE AT SCALE FOR 21ST CENTURY MEDIA
BRIDGING DATA SCIENCE & DATA ENGINEERING: RED BULL TV
DATA IS THE SOLUTION: HOW IMMERSIVE SMART ADS & AI HELP ENTERTAINMENT BRANDS WIN!
ISOLATING THE EFFECTS OF ARTIST ACTIVATION ON AUDIENCE GROWTH
DON'T REINVENT THE WHEEL: SOME STATISTICS METHODS EVERY DATA SCIENTIST SHOULD KNOW
THE BEAUTY & ELEGANCE OF COLLABORATIVE FILTERING
ANOMALY DETECTION AT BUZZFEED
CLUSTERING YOUTUBE: A TOP DOWN AND BOTTOM UP APPROACH
DEEP LEARNING AS A PRODUCT @ SCRIBD
A JOURNEY OF DEPLOYING A DATA SCIENCE ENGINE TO PRODUCTION
MAKING BIG DATA SMART
The Age of Co-Creation™
Building smart AI: How deep learning can get you into deep trouble
CONTENT METRICS AT BUZZFEED
Panel | Data Science Applications in Media and Entertainment

Data Visualization

HOW GRAPH TECHNOLOGY IS CHANGING AI
A VISUAL JOURNEY THROUGH ILLINOIS TRAFFIC STOPS RACIAL BIAS ANALYSIS
WHAT YOU DESIGN IS NOT WHAT PEOPLE SEE: WHY DATA VISUALIZATION IS MORE COMPLICATED THAN YOU THINK
VISUALIZING HIGH DIMENSIONAL DATA WITH MANIFOLD LEARNING IN R
The UX of Data
DATA VISUALIZATION AND ANALYSIS IN THE FLORIDA PANTHERS HOCKEY ORGANIZATION

Culture

CULTURE, DATA ENGINEERING & HAMBURGER STANDS: THOUGHTS FROM THREE YEARS OF DATA SCIENCE AT NETFLIX
BUILDING A DATA SCIENCE CULTURE
MACHINE LEARNING IS HARD (AND YOU’RE PROBABLY NOT VERY GOOD AT IT)

Technical

RECENT ADVANCES IN NLP AND HOW THEY IMPACT TRADING
PYTHON IN PRODUCTION
BEYOND LOGISTIC REGRESSION: TEXT EMBEDDINGS FOR EXOTIC DOWNSTREAM NLP TASKS
THIS IS US = IS THIS US? QUANTIFYING SIMILARITY IN MACHINE LEARNING AND AI
DATA SCIENTISTS ARE EDUCATORS!
CATBOOST - THE NEW GENERATION OF GRADIENT BOOSTING
AUTOMATED MACHINE LEARNING - USING AI TO BUILD BETTER AI
THE OPEN DATA SCIENCE PLATFORM
IOT & ANALYTICS: CONDITION BASED MAINTENANCE
AUTOMATED FEATURE ENGINEERING
DEEP LEARNING: A PARADIGM SHIFT IN MACHINE LEARNING
REVOLUTIONARY FINANCIAL INCLUSION : DEVELOPING CREDIT SCORING ENGINES WITH ALTERNATE DATASTES
MULTIVARIATE TIME SERIES FORECASTING USING STATISTICAL MODELS AND NEURAL-NETWORK BASED MODELS
DON'T REINVENT THE WHEEL: SOME STATISTICS METHODS EVERY DATA SCIENTIST SHOULD KNOW
THEORETICAL VS APPLIED MODEL BUILDING: CROSSING THE PRACTICAL APPLICATION DIVIDE
BUILDING THE DATA QUALITY FLYWHEEL
MULTI-TASK LEARNING FOR NEWS ANALYSIS
MODELING HULU SUBSCRIBER BEHAVIOR WITH NEURAL NETWORKS
OUR NEW PUBLISHING PLATFORM WILL MAKE YOU A BETTER WRITER: USING AI TO ASSIST THE NEWSROOM
INTERPRETABLE PREDICTIVE MODELS IN THE HEALTHCARE DOMAIN
QUIT WASTING TIME – CASE STUDIES IN PRODUCTION MACHINE LEARNING
MACHINE LEARNING FOR PERSONALIZED CANCER VACCINES
MCL CLUSTERING OF SPARSE GRAPHS
DEEP LEARNING IN MEDICINE
INTERACTIVE DATA VISUALIZATION IN CREDIT APPLICATIONS: THE CHANGING FACE OF CREDIT ANALYSIS
Kaggle 1st Place in 30 minutes
Automated Machine Learning for Time-Series Predictions
An Applied Introduction to LDA Topics
CLUSTERING YOUTUBE: A TOP DOWN AND BOTTOM UP APPROACH
DEEP LEARNING AS A PRODUCT @ SCRIBD
A JOURNEY OF DEPLOYING A DATA SCIENCE ENGINE TO PRODUCTION
Building smart AI: How deep learning can get you into deep trouble
CONTENT METRICS AT BUZZFEED

Healthcare

PANEL: APPLYING MACHINE LEARNING & AI TO FINANCE, HEALTHCARE & TECHNOLOGY
INTERPRETABLE PREDICTIVE MODELS IN THE HEALTHCARE DOMAIN
MACHINE LEARNING FOR PERSONALIZED CANCER VACCINES
DEEP LEARNING IN MEDICINE
A Predictive Model Use Case in the Healthcare Domain

Retail & Ecommerce

HOW TO AUTOMATE PRICING WITH MACHINE LEARNING: CHALLENGES & LEARNINGS
CHALLENGES IN MACHINE LEARNING FROM MODEL BUILDING TO DEPLOYMENT AT SCALE
THE CARE & FEEDING OF DATA SCIENTISTS
USING MACHINE LEARNING TO TARGET HOUSEHOLDS IN LARGE SCALE DIRECT MARKETING
ENABLING BETTER SHOPPING EXPERIENCES USING TECHNOLOGY, DATA, & FASHION ATTRIBUTES
JUST ASK: DESIGNING INTENT-DRIVEN ALGOS
BEING AGILE WHEN DEVELOPING AI PRODUCTS
USING DEEP LEARNING TO BUILD A UNIFIED E-COMMERCE MARKETPLACE
THE AI KNOBS: TIPS & TRICKS TO JUMPSTART AI PROJECT
SEARCH ENGINE IN STARTUPS: WHAT TO OPTIMIZE
NEW FRONTIERS IN ML-DRIVEN CUSTOMER INTELLIGENCE
CASE STUDIES IN DATA-DRIVEN MERCHANDISING
IMPROVING WORLD'S LARGEST ONLINE GROCERY CATALOG: A DATA SCIENCE STORY
REAL TIME, CONTEXTUAL & PERSONALIZED RECOMMENDATIONS
CUSTOMER LIFETIME VALUES: REVISIONS FOR A DIGITAL RETAIL BRAND
APPLICATIONS OF EMBEDDINGS AND DEEP LEARNING AT GROUPON