Welcome to DSS Insider Browse by eventBrowse by topic 3 Applying AI & Machine Learning To Media, Advertising & Entertainment See content Volume 4 See content Volume 3 See content Volume 2 See content Volume 1 See content February 2020 See content November 2019 SEE CONTENT October 2019 See content September 2019 See content June 2019 See content February 2019 See content November 2018 See content September 2018 See content September 2018 See content April 2018 See content February 2018 See content DECEMBER 2017 See content 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