Subnodes by @KGBicheno

1 Stakeholders
2 Purpose
3 Context
4 Bias
5 Design and Representation
6 Conversation Design
7 Data
8 Architecture
A-B_Testing
A Mostly Complete Chart of Neural Networks
Accessibie Language Guidelines
Accuracy
Action
Activation function
Activation Function
Active Learning
Adagrad
Adaptive resonance theory
Adding to the training corpus
Adding Watson Speech Services
Adoption starts with education
Advanced Context Variables
Advanced Regression Analytics
Advanced Watson Discovery
AFIRM project's list of Mental Health Contacts
Agent
Agglomerative_Clustering
Agile - Business Analyst Role
AI and differentiation free vs paywalled content
AI and regaining market share
AI and the time to be creative
AI Glossary
AI in the media - Key questions to consider
AI is here, most unaware
AI is not magic - Demystify and Apply
AI is 'polysemous' - accumulates meanings
AI needs barriers to be successful
AI requires buy-in from leadership
AI's Ratchet effect
AI Service Deployment Main Page
AI-specific pain points
AI will purify the use of journalistic skills
AI won't look like Humans - Kevin Kelly
All business is data business - Kevin Kelly
Alternatives to Chatterbot - HugginFace
Alternatives to GDP for measuring wellbeing
Alternatives to 'Getting Better'
Amazon Alexa
An AI initiative's success relies on measurability
Analysing Results
Answering tomorrow's legal questions
API details for the Flower Shop Assistant
Applications for the three types of machine learning
Applications of Computer Vision
Ar
AR-powered technician support
Area_Under_The_Pr_Curve
Area_Under_The_Roc_Curve
Artificial_General_Intelligence
Artificial_Intelligence
Attention Mechanism
Attribute
Auc_(Area_Under_The_Roc_Curve)
Augmented_Reality
Auto Sales
Autogeneration of news content
Automation_Bias
Average_Precision
AWS Practictioner Certification
Back-propagation
Backpropagation
Badass Latin Threat
Bag_Of_Words
Baseline
Batch
Batch_Normalization
Batch_Size
Bayesian_Neural_Network
Bellman_Equation
Best practice - AI lessons from early adopters
Beware when using traditional messaging theory around AI
Bias
Bias_(Ethics-Fairness)
Bias_(Math)
Big 5 personality model
Binary Regressions
Binary_Classification
Biological comparisons
Boosting
Bots for comments moderation
Bots for news content
Bounding_Box
Brackets
Bradesco
Brainstorming Computer Vision Application Ideas
Broadcasting
Bucketing
Build, deploy or collaborate
Building AI-powered Chatbots with Watson
Building Permits
Calibration_Layer
Can an AI be creative
Can Journalists and AI Cooperate - or is it war
Candidate_Generation
Candidate_Sampling
Categorical_Data
CEDA Workplace Inequality and GDP Boost Report
Centroid
Centroid-Based_Clustering
Certification - Build AI-Powered Chatbots Without Programming (IBM)
Certification Resources
Chatbot Personality
Chatterbot Training Corpus
cheatsheet
Checklist for AI Adoption
Checkpoint
Child Dialogue nodes
China PMI
CivO Chatbot Script Design
Claims assessed 25 per cent faster
Class
Class-Imbalanced_Dataset
Classification - supervised learning
Classification_Model
Classification_Threshold
Clipping
Cloud services
Cloud_Tpu
Clustering
CNNS - Convolutional neural networks
Co-Adaptation
Code and calculations master page
Coil_rank
Collaborative_Filtering
Collating meta-content with AI
command_cheat_sheet_cartoon
Comparison of not having an AI plan in 2020
Computer Vision, its applications, and IBM Watson
Computer Vision Main File
Computer Vision Week 1 Main File
Computer Vision Week 2 Main File
Computer Vision Week 3 Main File
Computer Vision Week 4 Main File
Confidence in the details
Confirmation_Bias
Confusion_Matrix
Constraints on AI and robotic advances
Construction Spending
Consumer Confidence
Consumer Price Index (CPI)
Context Variables and Slots
Continuous_Feature
Convenience_Sampling
Convergence
Conversation Design
Convex_Function
Convex_Optimization
Convex_Set
Convolution
Convolutional_Filter
Convolutional_Layer
Convolutional_Neural_Network
Convolutional_Operation
Cost
Counterfactual_Fairness
Coverage_Bias
Crash_Blossom
Creating a Discovery Collection
Creating a Watson Chatbot with Discovery
Creative Works Vault Guide
Creatives have already been replaced in places
Creativity buffering jobs from AI takeover
Critic
Cross-Entropy
Cross-Validation
Current uses of Natural Language Generated content
Custom_Estimator
Customer response in seconds - not minutes
Data-AI-ML Pipeline creation links
Data Science
Data vs Insight
Data_Analysis
Data_Augmentation
Data_Set_Or_Dataset
Dataframe
Dataset_Api_(Tf.Data)
Decision_Boundary
Decision_Threshold
Decision_Tree
Deep Learning
Deep Learning in NLP
Deep_Model
Deep_Neural_Network
Deep_Q-Network_(Dqn)
Deloitte Millennial Survey
Demographic_Parity
Dense_Feature
Dense_Layer
Deploying a Chatbot to Wordpress
Deploying your Watson Assistant to Facebook Messenger
Deploying your Watson Assistant to Slack
Deployment Options for Watson Speech Assistant
Depth
Depthwise_Separable_Convolutional_Neural_Network_(Sepcnn)
Device
Dialogues
Difference in Differences Analysis
Digressions
Dimension_Reduction
Dimensions
Direct and indirect risks
Discrete_Feature
Discriminative_Model
Discriminator
Disparate_Impact
Disparate_Treatment
Diversity lowers the risk of AI
Divisive_Clustering
DnD Tome of Millie Hide
Downsampling
Dqn
Dummy WordPress site Credentials
Dynamic_Model
Eager_Execution
Early_Stopping
Econometrics Main Page
Economic Forecasting Methods
Economic Indicators List
Economic Reports
Economic Reports Reading List
Economic_Glossary
Economics main page
Economics Resources Page
Editors resist fully automated news process
EiTHwdfUYAAWJXr
EleutherAI Main Page
Embedding_Space
Embeddings
Empirical_Risk_Minimization_(Erm)
Employment And Jobs Report
english_anaphylaxis
english_asthma
english_bat_bite
english_bites_and_stings
english_burn_or_scald
english_choking_adult
english_choking_infant
english_concussion
english_COVID-19
english_CPR_adult
english_CPR_infants
english_diabetes
english_DRSABCD
english_electric_shock
english_epileptic_seizure
english_fainting
english_febrile_convulsion
english_first_aid_kit
english_fracture_and_dislocation
english_frost_bite
english_handrub
english_handwashing
english_heart_attack
english_heat-induced
english_Home_quarantine_plan
english_hypothermia
english_nose_bleed
english_poisoning
english_recovery_position
english_severe_bleeding
english_shock
english_smoke_or_embers_in_eyes
english_snake_bite
english_spider_bites
english_spinal_and_neck_injury
english_sprain_and_strain
english_stroke
english_working_from_home
Enriching Customer Service
Ensemble
Entities
Environment
Episode
Epoch
Epsilon_Greedy_Policy
Equality_Of_Opportunity
Equalized_Odds
Estimator
Example
Examples and impact of AI (LIST)
Existing Home Sales
Expected AI spend next year (2021)
Experience_Replay
Experimenter'S_Bias
Expert Insights - AI fast forwards video for sports highlights
Expert service - 60 per cent faster
Expertice on call
Exploding_Gradient_Problem
Expressions and Variables
Fairness in AI - Diversity In Faces dataset
Fairness_Constraint
Fairness_Metric
Fallback child node
False_Negative_(Fn)
False_Positive_(Fp)
False_Positive_Rate_(Fpr)
Feature
Feature_Column_(Tf.Feature_Column)
Feature_Cross
Feature_Engineering
Feature_Extraction
Feature_Set
Feature_Spec
Feature_Vector
Fed Decisions And The Dot Plot
Fed Press Conference And The Testimony
Federated_Learning
Feedback_Loop
Feedforward_Neural_Network_(Ffn)
Feminist Chatbot Main Page
Feminist goals when creating bots
Feminist Internet
Few-Shot_Learning
filescheat
Filtering and Saving Data with Pandas
Financial risk management solution costs - Liquidity and volatility
Financial risk management solution costs - Standardisation and time
Financial risk management solutions
Financial solutions - Futures and forwards
Financial solutions - Interest rate swaps
Financial solutions - Options
Find all divs with attributes
Find all headings with attributes
Find an AI mentor
Fine_Tuning
First Aid Main Page
Five financial corporate risks
Fixed Effects Regressions
Floria-Storyboard
Forecast Accuracy
Forget_Gate
Four key principles of Watson
Four main categories of AI implementation
Four nonfinancial corporate risks
Four stages of human cognition
Friends and contacts list
Full_Softmax
Fully_Connected_Layer
Functional Patterns
Fundamentals of Risk Analysis
Fxa And Chatbot Railroading
Fxa and the use of 'I' by bots
Gan
Gated Recurrent Unit
GDP - Consumption
GDP - Governemnt Spending
GDP - Investment
GDP - Net exports and trade
GDP Overview
GDP - Regional Fed Estimates
GDP vs GNP
Gender in conversational systems
General - Dynamic vs Static and Compiled vs Interpreted
General - Resources for all languages
Generalization
Generalization_Curve
Generalized_Linear_Model
Generative_Adversarial_Network_(Gan)
Generative_Model
Generator
German Ifo And Eurozone PMI
Get To AI At Scale
Get to know the Analytics tab
Goal-based Patterns
Google Chrome Developer Tools
Google Dialogflow
Gradient
Gradient_Clipping
Gradient_Descent
Graph
Graph_Execution
Greedy_Policy
Ground_Truth
Group_Attribution_Bias
hamradiocheatsheet
Hashing
Heuristic
Hidden Layers
Hidden_Layer
Hierarchical_Clustering
Hinge_Loss
HistoryOfAI
Holdout_Data
Housing Overall
Housing Starts
How AI amplifies an employee's role
How to build a Chatbot with Watson Assistant
How to get IBM on board
How to get started with Cognitive Technology
Hyperparameter
Hyperplane
I.I.D.
IBM Conversational Computation
IBM Digital Badge - Python for Applied Data Science
IBM Notes on Chatbot writing
IBM's cognitive advantage global market report
IBM Watson Assistant can be text or voice
IBM Watson Visual Recognition API
IDEA-AI Link-related-as-you-type
IDEA-AI Pattern-Idea-Journo matching
IDEA_AI AI-enabled Point-Cameras collecting traffic clangers
IDEA_AI Customised sports commentary
IDEA_AI NLP-powered meta-content creation
Ideas for Newsrooms (LIST)
Image Classification
Image compression and quantisation with K-means Clustering
Image processing with OpenCV (Code)
Image_Recognition
Imbalanced_Dataset
IMF Quarterly GDP Forecasts
Impact On Central Banks And Markets
Impact On Jobs And Professional Opportunities
Impact On Sectors And Companies
Implementing Chatterbot as a cog for Brook
Implementing Dialogues
Implicit_Bias
In-Group_Bias
Incompatibility_Of_Fairness_Metrics
Independently_And_Identically_Distributed_(I.I.D)
Individual_Fairness
Industrial Production
Inference
Inflation Rates and Yield Curve
Input_Function
Input_Layer
Instance
Integrating Discovery and Assistant
Intents
Inter-Rater_Agreement
International Contacts Master List
Interpretability
Intersection_Over_Union_(Iou)
Introducing AI
Introduction to Chatbots
Introduction to Computer Vision
Introduction to Python Data Types
Iou
ISM - Manufacturing Index
ISM - Nonmanufacturing Index
Item_Matrix
Items
Iteration
Javascript - Absolute Basics
JavaScript - Comments
JavaScript - Data types
JavaScript - Emmet
Javascript - Intro to Udemy Course
JavaScript - Main Page
JavaScript - Variable Mutation and Type Coercion
Job creation in an AI future
Jobless Claims
Josie's Bot Ethics Framework
Journalists' jobs will have to change
K-Means
k-means clustering
K-Median
Keras
Kernel_Support_Vector_Machines_(Ksvms)
Keypoints
L1_Loss
L1_Regularization
L2_Loss
L2_Regularization
Label
Labeled_Example
Lambda
Landmarks
Layer
Layers_Api_(Tf.Layers)
Leading Indicators
Learning_Rate
Least_Squares_Regression
Linear_Model
Linear_Regression
LinkedIn Agile Training Cert Level 1
List of examinations and certifications
Log-Odds
Log_Loss
Logistic_Regression
Logits
Long short-term memory - LSTM
Long_Short-Term_Memory_(Lstm)
Loss
Loss_Curve
Loss_Surface
Lstm
Machine Learning
Machine_Learning
Main AI Page
Main Library - Chatterbot
Main Library HugginFace
Maintenance done 90 per cent faster
Majority_Class
Market data in plain language
Markov_Property
Master list of economic reports with links
Master Slots
Matplotlib
Matrix_Factorization
MBA Mortgage Applications
Mean_Absolute_Error_(Mae)
Mean_Squared_Error_(Mse)
Mental Health Resources Section
Metric
Metrics_Api_(Tf.Metrics)
Mini-Batch
Mini-Batch_Stochastic_Gradient_Descent_(Sgd)
Minimax_Loss
Minority_Class
Ml
Mnist
Model
Model_Capacity
Model_Function
Model_Training
Modern Approaches in NLP
Module 1 - Watson AI Overview
Module 2 - Available Watson Services
Module 3 - Advanced Watson Services
Module 4 - Watson Use Cases and Resources List
Momentum
Monetary Policy
Multi-Class_Classification
Multi-Class_Logistic_Regression
Multinomial_Classification
N-Gram
Nan_Trap
Natural Language Generation
Natural Language Processing
Natural Language Processing
Natural Language Understanding
Negative_Class
Neural Networks
Neural_Network
Neuron
New Home Sales
News Media industry changes caused by AI
News to audience relationship has changed over 20 years
Newton's Nightmare
Nine Criteraia for evaluating Chatbot vendors
NLP Citations for 'The Pile'
NLP Citations Instructions
Nlu
Node_(Neural_Network)
Node_(Tensorflow_Graph)
Noise
Non-Response_Bias
Nonfinancial solutions
Normalization
Numerical_Data
Numpy
Object Detection with Haar Classifiers
Object Detection with OpenCV
Objective
Objective_Function
Offline_Inference
One-Dimensional Numpy
One-Hot_Encoding
One-Shot_Learning
One-Vs.-All
Online_Inference
OPEC Decisions
Open Source Replacements - TODO
Operation_(Op)
Opinions on AI replacing jobs
Optimising the editorial work process with AI
Optimizer
Origin stories of AI in News Media and Journalism
Out-Group_Homogeneity_Bias
Outliers
Output_Layer
Overfitting
Overview of financial market risks
Owning bothood in chatbot conversation
Pandas
Pandas
Parameter
Parameter_Server_(Ps)
Parameter_Update
Partial_Derivative
Participation_Bias
Partitioning_Strategy
Pasted image
Pasted image 20201103162748
Pending Home Sales
Perceptron
Perceptron Learning
Perceptrons
Performance
Perplexity
Personal Consumption Expenditures
Personality-CivO
phoneticalphabet
Pipeline
Poem - An Emperor's lamenting thanks
Policy
Polysemous
Pooling
Popularity of AI journalistic tools
Positive_Class
Post-Processing
Pr_Auc_(Area_Under_The_Pr_Curve)
Practice exercise list
Pre-Trained_Model
Precision
Precision-Recall_Curve
Predicting and preventing breakdowns
Predicting Values With Regression
Prediction
Prediction_Bias
Predictive_Parity
Predictive_Rate_Parity
Premade_Estimator
Preparing a Chatbot for deployment
Preprocessing
Preserving institutional wisdom
Prior_Belief
Prioritisation
Producer Price Index
Professional Machine Learning Workstation - Exxact Quote
Professional_Certificate_-_Applied_AI
Professionals in corporate risk management
Programming Main Page
Project Debater - Understanding each other through AI
Prove the value of AI
Proxy_(Sensitive_Attributes)
Proxy_Labels
Pulling Inflation Measures Together
PWC study - AI's impact on GDP by 2030
Python and OpenCV
Python Classes
Python Conditions and Branching
Python Dictionaries
Python file handling - reading
Python file handling - writing
Python Function Scope - Global vs Local
Python Functions
Python - How to write test units
Python IBM API Assignment Lab
Python Lists and Tuples
Python Loops - For Loops
Python Loops - While Loops
Python - Main Page
Python - Making an importable Python module
Python - Proper Python project preparation
Python Sets
Python String Operations
Python Week 1 Main Page
Python Week 2 Main Page
Python Week 3 Main Page
Python Week 4 Main Page
Python Week 5 Main Page
Python_for_Data_Sci_and_AI_Foundational
Q-Function
Q-learning
Q-Learning
Quantile
Quantile_Bucketing
Quantitative and qualitative data collection for risk management
Quantization
Question - What can AI do
Questions of intellectual property ownership
Queue
Quote the numbers - benefits of AI adoption
Radio Equipment checklist
Radio Equipment manuals master list
Radio Equipment wishlist
Radio-Frequency-Spectrum
Radio Projects Master Page
Radio readings master list
Random_Forest
Random_Policy
Rank_(Ordinality)
Rank_(Tensor)
Rater
Re-Ranking
README
Recall
Recent Research in Computer Vision
Recommendation_System
Recommended algorithms by usage
Rectified_Linear_Unit_(Relu)
Recurrent Neural Networks in NLP
Recurrent_Neural_Network
Recurring origin stories of AI
Regex Grimoire
Regional Monthly Manufacturing Fed Data
Regresion Analysis In Economics
Regression - supervised learning
Regression_Model
Regularization
Regularization_Rate
Reinforcement Learning in NLP
Reinforcement - supervised learning
Reinforcement_Learning_(Rl)
Replay_Buffer
Reporting_Bias
Representation
Response to 'How is feminist conversation design different'
Retail Sales
Return
Reward
Ridge_Regularization
Risk Management Main Page
Rnn
RNNS - Recurrent neural networks
Roc_(Receiver_Operating_Characteristic)_Curve
Root_Directory
Root_Mean_Squared_Error_(Rmse)
Rotational_Invariance
S&P Case-Shiller Index
Saad and Issa's use of AI in journalism
SAAR - Seasonally Adjusted Annual Rate
Sampling_Bias
Savedmodel
Saver
Scalar
Scaling
Scenario Analysis
Scikit-Learn
Scoring
Sector Impacts On Investments
Selection_Bias
Semi-Supervised_Learning
Sensitive_Attribute
Sentiment_Analysis
Sequence_Model
Serial correlation in Data
Serving
Session_(Tf.Session)
Seven most important conversational computing providers
Shape_(Tensor)
Sharing a Jupyter notebook to Github
Sigmoid_Function
Signals and Radio Main Page
Similarity_Measure
Simple APIs in Python
Size_Invariance
Sketching
Small Business Private Sector Job Contribution 2015
Softmax
Sources of Economic Data
Sparse_Feature
Sparse_Representation
Sparse_Vector
Sparsity
Spatial_Pooling
Sports, fans, and data-chewing bots
Squared_Hinge_Loss
Squared_Loss
Stakeholders vs Users
State
State-Action_Value_Function
Static_Model
Stationarity
Step
Step_Size
Stochastic_Gradient_Descent_(Sgd)
Storyboard - Change
Storyboard - Considerations
Storyboarding - Character
Storyboarding - Interaction
Storyboarding - Main Page
Storyboarding - Scene
Storyboarding - Trigger
Stride
Structural_Risk_Minimization_(Srm)
Subsampling
Summary
Supervised Learning
Synthetic_Feature
Tabular_Q-Learning
Tanmay's Journey and take on AI
Target
Target_Network
Tech has changed Journo hiring priorities
Technology Patterns
Temporal_Data
Tensor
Tensor Flow Course Master Page
Tensor_Processing_Unit_(Tpu)
Tensor_Rank
Tensor_Shape
Tensor_Size
Tensorboard
Tensorflow
Tensorflow_Playground
Tensorflow_Serving
Termination_Condition
Test_Set
Testing Iot bots for feminism
Tf.Example
Tf.Keras
The 3 Foundations - (AI) is only as good as your (IA)
The Agile Manifesto
The AI Job Replacement Axiom
The AI Ladder
The Basics of Economic Ansalysis
The business importance of recording interactions
The Challenge of Conversation Design
The Chatterbot documentation
The Feminist Design Tool
The First Chatbot - Eliza
The four values of Agile
The Grimoire of Love and War
The importance Of Economic Reports
The importance of the risk management process
The Ladder of AI
The next 10,000 business cases - Kevin Kelly
The non-greedy question mark
The risk management process
The role of the conversation designer
The Scrum Guide
The testing set
The threat to journalists' jobs
The Three patterns of AI technology usage
The training set
The Ubuntu training corpus
The validation set
TheAiLadder
Three ways to evaluate models
Time-Proportion Value Increase of the Journalist
Time_Series_Analysis
Timestep
Toby - Watson's use cases
Tower
Tpu
Tpu_Chip
Tpu_Device
Tpu_Master
Tpu_Node
Tpu_Pod
Tpu_Resource
Tpu_Slice
Tpu_Type
Tpu_Worker
Traditional journalism driving AI, not AI driving journalism
Training
Training your model
Training_Set
Trajectory
Transfer Learning - IBM
Transfer_Learning
Translating worldwide news with AI
Translational_Invariance
Trend Analysis In Forecasting
Trigram
True_Negative_(Tn)
True_Positive_(Tp)
True_Positive_Rate_(Tpr)
Two-Dimensional Numpy
Two Key Elements Of AI - Componentry and Process
Unawareness_(To_A_Sensitive_Attribute)
Underfitting
Understanding Risk In Corporations
Unlabeled_Example
Unsupervised Learning
Unsupervised Neural Networks for detecting Fake News
Unsupervised_Machine_Learning
Upweighting
Use Economic Forecasts
User research
User_Matrix
Validation
Validation_Set
Vanishing_Gradient_Problem
Vendor lock-in
Voice Options for your Chatbot
VS Code
Wasserstein_Loss
Watson AI is changing how business is done
Watson at ADNOC
Watson at Hilton
Watson at LivePerson
Watson at LivePerson Contact Centres
Watson At Work
Watson availability
Watson Compare and Comply
Watson Discovery
Watson Explorer
Watson for Oncology, Clinical Trial Matching, and Genomics
Watson IBM Use Cases Certification
Watson in use at Coca-Cola Company
Watson in use at KONE
Watson Knowledge Catalogue
Watson Machine Learning
Watson Natural Language Understanding
Watson OpenScale
Watson Personality Insights
Watson Speech-to-Text
Watson Studio
Watson Text-to-Speech
Watson Tone Analyser
Watson with Audits and Compliance
We just don't understand understanding
Week 1 - Introduction
Week 1 Main Page
Week 2 - Introduction
Week 2 Watson Discovery
Week 3 - Introduction
Week 4 - Introduction
Week1 String operations Lab
Week1 Types Expressions and Variables Lab
Week2 Dictionaries Lab
Week2 Lists Lab
Week2 Sets Lab
Week2 Tuples Lab
Week3 Classes and Objects Lab
Week3 Conditions and Branching Lab
Week3 Functions and Scope Lab
Week3 Python For and While Loops Lab
Week4 Numpy in One Dimension Lab
Week4 Numpy in Two Dimensions Lab
Week4 Pandas Data Lab
Week4 Reading From Files Lab
Week4 Writing to Files Lab
Week5 US Economic Dashboard in Python Lab
Weekly Energy Reports
Weight
Weighted_Alternating_Least_Squares_(Wals)
wget_cheat_sheet
What are Chatbots
What is AI
What is Fiscal Policy
What Is Inflation
What we need next in AI - Kevin Kelly
Whimsical Chat Designer
Why I didn't use Chatterbot
Wide_Model
Width
Women leaders in AI
Woodside - AI causes growth in jobs