19 August 2019

Omega

Omega

Applications of Data Science

  • Anomaly Detection
  • Assistive Services
  • Auto-Insurance Risk Prediction
  • Automated Closed Captioning
  • Automated Image Captioning
  • Automated Investing
  • Autonomous Ships
  • Brain Mapping
  • Caller Identification
  • Cancer Diagnosis/Treatment
  • Carbon Emissions Reduction
  • Classifying Handwriting
  • Computer Vision
  • Credit Scoring
  • Crime: Predicting Locations
  • Crime: Predicting Recidivism
  • Crime: Predicting Policing
  • Crime: Prevention
  • CRISPR Gene Editing
  • Crop-Yield Improvement
  • Customer Churn
  • Customer Experience
  • Customer Retention
  • Customer Satisfaction
  • Customer Service
  • Customer Service Agents
  • Customized Diets
  • Cybersecurity
  • Data Mining
  • Data Visualization
  • Detecting New Viruses
  • Diagnosing Breast Cancer
  • Diagnosing Heart Disease
  • Diagnostic Medicine
  • Disaster-Victim Identification
  • Drones
  • Dynamic Driving Routes
  • Dynamic Pricing
  • Electronic Health Records
  • Emotion Detection
  • Energy-Consumption Reduction
  • Facial Recognition
  • Fitness Tracking
  • Fraud Detection
  • Game Playing
  • Genomics and Healthcare
  • Geographic Information Systems
  • GPS Systems
  • Health Outcome Improvement
  • Hospital Readmission Reduction
  • Human Genome Sequencing
  • Identity-Theft Prevention
  • Immunotherapy
  • Insurance Pricing
  • Intelligent Assistants
  • Internet of Things and Medical Device Monitoring
  • Internet of Things and Weather Forecasting
  • Inventory Control
  • Language Translation
  • Location-Based Services
  • Loyalty Programs
  • Malware Detection
  • Mapping
  • Marketing
  • Marketing Analytics
  • Music Generation
  • Natural Language Translation
  • New Pharmaceuticals
  • Opioid Abuse Prevention
  • Personal Assistants
  • Personalized Medicine
  • Personalized Shopping
  • Phishing Elimination
  • Pollution Reduction
  • Precision Medicine
  • Predicting Cancer Survival
  • Predicting Disease Outbreaks
  • Predicting Health Outcomes
  • Predicting Student Enrollments
  • Predicting Weather-Sensitive Product Sales
  • Predictive Analytics
  • Preventative Medicine
  • Preventing Disease Outbreaks
  • Reading Sign Language
  • Real-Estate Valuation
  • Recommendation Systems
  • Reducing Overbooking
  • Ride Sharing
  • Risk Minimization
  • Robo Financial Advisors
  • Security Enhancements
  • Self-Driving Cars
  • Sentiment Analysis
  • Sharing Economy
  • Similarity Detection
  • Smart Cities
  • Smart Homes
  • Smart Meters
  • Smart Thermostats
  • Smart Traffic Control
  • Social Analytics
  • Social Graph Analytics
  • Spam Detection
  • Spatial Data Analysis
  • Sports Recruiting and Coaching
  • Stock Market Forecasting
  • Student Performance Assessment
  • Summarizing Text
  • Telemedicine
  • Terrorist Attack Prevention
  • Theft Prevention
  • Travel Recommendations
  • Trend Spotting
  • Visual Product Search
  • Voice Recognition
  • Voice Search
  • Weather Forecasting

Dweet.io

Dweet.io

PubNub

PubNub

18 August 2019

Types of Data Discovery

  • CDR
  • Emails
  • ERP
  • Social Media
  • Web Logs
  • Server Logs
  • System Logs
  • HTML Pages
  • Sales
  • Photos
  • Videos
  • Audios
  • Tabulated
  • CRM
  • Transactions
  • XDR
  • Sensor Data
  • Call Center
  • Knowledge Bases
  • Google Search
  • Google Trends
  • News
  • Sanctions Data
  • Profile Data

8 August 2019

Quantum AI for Psychic Abilities

The 3 T's already are an active research area under teleportation, telepathy, and telekinesis. However, following psychic abilities could also come into the mix in AI:
  • Thoughtography - imprinting images in one's mind onto physical surfaces
  • Scrying - able to look into mediums to view and detect suitable information
  • Second Sight - able to see future and past events or perceive information (precognition)
  • Retrocognition - supernaturally perceive past events (postcognition)
  • Remote Viewing - able to see distant or unseen target with extrasensory perception
  • Pyrokinesis - able to manipulate fire through mind
  • Psychometry - able to get information about a person or object by touch
  • Psychic Surgery - able to remove disease or disorder within or over the body with energetic incision to heal the body
  • Prophecy - able to predict the future
  • Precognition - able to perceive future events
  • Mediumship - able to communicate with the spirit world
  • Levitation - able to float or fly by psychic means
  • Energy Medicine - able to heal one's own empathic etheric, astral, mental, or spiritual energy
  • Energy Manipulation - able to manipulate non-physical/physical energy with mind
  • Dowsing - able to locate water, gravesites, metals, and materials without scientific apparatus
  • Divination - able to gain insight into a situation
  • Conjuration - able to materialize physical objects from thin air
  • Clairvoyance - able to perceive people, objects, locations, or events through extrasensory perception
  • Clairsentience - able to perceive messages from emotions and feelings
  • Clairolfactance - able to perceive knowledge through smell
  • Clairgustance - able to perceive taste without physical contact
  • Claircognizance - able to perceive knowledge through intrinsic knowledge
  • Clairaudience - able to perceive knowledge through paranormal auditory means
  • Chronokinesis - able to alter perception of time causing sense of time to slow down or speed up
  • Biokinesis - able to change or control the DNA
  • Automatic Writing - able to draw or write without conscious intent
  • Aura Reading - able to perceive energy fields around people, places, and objects
  • Astral Projection - out-of-body experience or the voluntary projection of consciousness
  • Apportation - able to materialize, disappear, or teleport objects

7 August 2019

Drawbacks of Reinforcement Learning

  • Reproducibility
  • Resource Efficiency
  • Susceptibility to Attacks
  • Explainability/Accountability

Types of Filtering for Recommendations

  • Adaptive
  • Contextual (Context Similarity)
  • Cognitive (Personality/Behavior)
  • Content
    • Bayesian
    • Relevance Feedback
    • Evolutionary Computation
    • Deep Learning
  • Collaborative (Model vs Memory)
    • Matrix Factorization
    • Tensor Factorization
    • Clustering
    • SVD
    • Deep Learning
    • PCA
    • Pearson
    • Bayesian
    • Markov Decision Processes
  • Interest/Intent
    • Intent 
      • Search
    • Interest 
      • Content Consumption
  • Impact/Influence
    • Social Feedback  
      • Likes
      • Dislikes
      • Mentions
      • Shares
      • Subscribes
      • Hashtags
      • Emojis
      • Reviews
      • Comments
      • Trends
      • Endorsements
      • Opinions from Person of Influence
      • Associative Connections (Primary/Secondary)
      • Six-Degrees of Separation
  • Item-based
  • User-based
  • Personalization
  • Reinforcement Learning 
    • Reward
    • Optimization
    • Exploration/Exploitation
    • Competitive
    • Cooperative
  • Semantic (with a Knowledge Graph)
  • Demographic

Deep Learning Approaches for Recommendations:
  • Autoencoders
  • Neural Autoregressive Distribution Estimate
  • Convolutional Neural Networks
  • Recurrent Neural Network
  • Long Short Term Memory
  • Restricted Boltzmann Machine
  • Adversarial Network
  • Attentional Model
  • Multilayer Perceptron