Contents
A2C
Portfolio Management with Deep Reinforcement Learning • Nov 11, 2021
ADS-B
Real-time Capture of Airline Data from OpenSky • Apr 22, 2019
Airline Industry
Time-series Classification (Deep Learning to Classify Flight Profiles) • Sep 15, 2019
Real-time Capture of Airline Data from OpenSky • Apr 22, 2019
Network Analysis on USA Airports • Mar 14, 2019
API
Real-time Capture of Airline Data from OpenSky • Apr 22, 2019
Sentiment Analysis • Apr 15, 2017
AWS-Sagemaker
Predict Contribution Effort (Part 1) • May 19, 2021
CNN
Time-series Classification (Deep Learning to Classify Flight Profiles) • Sep 15, 2019
Time-series Regression (Deep Learning to Detect Change Points) • Jul 3, 2017
Network Analysis on USA Airports • Mar 14, 2019
Data Product
Critique of a Data Product (Annual Report) • Nov 7, 2018
DDPG
Managing Investor Decisions with Reinforcement Learning • Feb 3, 2021
Deep Learning
Translation Word/Char Count Prediction (Part 4) • Oct 19, 2020
Translation Word/Char Count Prediction (Part 3d) • Oct 15, 2020
Translation Word/Char Count Prediction (Part 3c) • Oct 14, 2020
Translation Word/Char Count Prediction (Part 3b) • Oct 13, 2020
Time-series Classification (Deep Learning to Classify Flight Profiles) • Sep 15, 2019
Time-series Regression (Deep Learning to Detect Change Points) • Jul 3, 2017
EMR
Predict Contribution Effort (Part 1) • May 19, 2021
fastai
Translation Word/Char Count Prediction (Part 4) • Oct 19, 2020
Translation Word/Char Count Prediction (Part 3d) • Oct 15, 2020
Translation Word/Char Count Prediction (Part 3c) • Oct 14, 2020
Translation Word/Char Count Prediction (Part 3b) • Oct 13, 2020
Time-series Classification (Deep Learning to Classify Flight Profiles) • Sep 15, 2019
Time-series Regression (Deep Learning to Detect Change Points) • Jul 3, 2017
finrl
Portfolio Management with Deep Reinforcement Learning • Nov 11, 2021
gensim
NLP: Topic Modeling using LSI, LDA, and HDP • Apr 6, 2019
Gym
Portfolio Management with Deep Reinforcement Learning • Nov 11, 2021
Managing Investor Decisions with Reinforcement Learning • Feb 3, 2021
igraph
NLP: Topic Modeling using LSI, LDA, and HDP • Apr 6, 2019
Network Analysis on the Bali network • Mar 15, 2019
Image Classification
Time-series Classification (Deep Learning to Classify Flight Profiles) • Sep 15, 2019
Image Regression
Time-series Regression (Deep Learning to Detect Change Points) • Jul 3, 2017
Investment_Industry
Portfolio Management with Deep Reinforcement Learning • Nov 11, 2021
Managing Investor Decisions with Reinforcement Learning • Feb 3, 2021
java
Luganda Translation Engine • Nov 9, 2020
Koalas
Predict Contribution Effort (Part 1) • May 19, 2021
Matlab
Time-series Classification (Deep Learning to Classify Flight Profiles) • Sep 15, 2019
matplotlib
Luganda Translation Engine • Nov 9, 2020
Network Analysis
NLP: Topic Modeling using LSI, LDA, and HDP • Apr 6, 2019
Network Analysis on the Bali network • Mar 15, 2019
Network Modeling
Network Analysis on USA Airports • Mar 14, 2019
Neural Machine Translation (NMT)
Luganda Translation Engine • Nov 9, 2020
NLP
NLP: Topic Modeling using LSI, LDA, and HDP • Apr 6, 2019
Sentiment Analysis • Apr 15, 2017
nltk
Sentiment Analysis • Apr 15, 2017
OpenAI
Portfolio Management with Deep Reinforcement Learning • Nov 11, 2021
Managing Investor Decisions with Reinforcement Learning • Feb 3, 2021
opennmt
Luganda Translation Engine • Nov 9, 2020
pandas
Luganda Translation Engine • Nov 9, 2020
Translation Word/Char Count Prediction (Part 3a) • Oct 12, 2020
Translation Word/Char Count Prediction (Part 2) • Oct 11, 2020
Translation Word/Char Count Prediction (Part 1) • Oct 10, 2020
plotly
Luganda Translation Engine • Nov 9, 2020
Translation Word/Char Count Prediction (Part 3a) • Oct 12, 2020
Translation Word/Char Count Prediction (Part 2) • Oct 11, 2020
PPO
Portfolio Management with Deep Reinforcement Learning • Nov 11, 2021
pyfolio
Portfolio Management with Deep Reinforcement Learning • Nov 11, 2021
pyLDAvis
NLP: Topic Modeling using LSI, LDA, and HDP • Apr 6, 2019
Python
Luganda Translation Engine • Nov 9, 2020
Translation Word/Char Count Prediction (Part 4) • Oct 19, 2020
Translation Word/Char Count Prediction (Part 3d) • Oct 15, 2020
Translation Word/Char Count Prediction (Part 3c) • Oct 14, 2020
Translation Word/Char Count Prediction (Part 3b) • Oct 13, 2020
Translation Word/Char Count Prediction (Part 3a) • Oct 12, 2020
Translation Word/Char Count Prediction (Part 2) • Oct 11, 2020
Translation Word/Char Count Prediction (Part 1) • Oct 10, 2020
Time-series Classification (Deep Learning to Classify Flight Profiles) • Sep 15, 2019
Real-time Capture of Airline Data from OpenSky • Apr 22, 2019
NLP: Topic Modeling using LSI, LDA, and HDP • Apr 6, 2019
Network Analysis on the Bali network • Mar 15, 2019
Using Visualization to Make an Effective Case for Using a Machine Translation Tool • Feb 12, 2019
Time-series Regression (Deep Learning to Detect Change Points) • Jul 3, 2017
Sentiment Analysis • Apr 15, 2017
PyTorch
Luganda Translation Engine • Nov 9, 2020
R
Network Analysis on USA Airports • Mar 14, 2019
Sentiment Analysis • Apr 15, 2017
Regression
Predict Contribution Effort (Part 1) • May 19, 2021
Translation Word/Char Count Prediction (Part 4) • Oct 19, 2020
Translation Word/Char Count Prediction (Part 3d) • Oct 15, 2020
Translation Word/Char Count Prediction (Part 3c) • Oct 14, 2020
Translation Word/Char Count Prediction (Part 3b) • Oct 13, 2020
Translation Word/Char Count Prediction (Part 3a) • Oct 12, 2020
Translation Word/Char Count Prediction (Part 2) • Oct 11, 2020
Translation Word/Char Count Prediction (Part 1) • Oct 10, 2020
Reinforcement_Learning
Portfolio Management with Deep Reinforcement Learning • Nov 11, 2021
Managing Investor Decisions with Reinforcement Learning • Feb 3, 2021
RNN
Time-series Classification (Deep Learning to Classify Flight Profiles) • Sep 15, 2019
Time-series Regression (Deep Learning to Detect Change Points) • Jul 3, 2017
seaborn
Luganda Translation Engine • Nov 9, 2020
Using Visualization to Make an Effective Case for Using a Machine Translation Tool • Feb 12, 2019
spacy
NLP: Topic Modeling using LSI, LDA, and HDP • Apr 6, 2019
Spark
Predict Contribution Effort (Part 1) • May 19, 2021
stable_baselines3
Portfolio Management with Deep Reinforcement Learning • Nov 11, 2021
statsmodels
Luganda Translation Engine • Nov 9, 2020
TensorFlow
Managing Investor Decisions with Reinforcement Learning • Feb 3, 2021
TF-Agents
Managing Investor Decisions with Reinforcement Learning • Feb 3, 2021
Time series
Time-series Classification (Deep Learning to Classify Flight Profiles) • Sep 15, 2019
Time-series Regression (Deep Learning to Detect Change Points) • Jul 3, 2017
Topic Modeling
NLP: Topic Modeling using LSI, LDA, and HDP • Apr 6, 2019
Translation Industry
Luganda Translation Engine • Nov 9, 2020
Translation Word/Char Count Prediction (Part 3a) • Oct 12, 2020
Translation Word/Char Count Prediction (Part 2) • Oct 11, 2020
Translation Word/Char Count Prediction (Part 1) • Oct 10, 2020
Using Visualization to Make an Effective Case for Using a Machine Translation Tool • Feb 12, 2019
Critique of a Data Product (Annual Report) • Nov 7, 2018
Translation-Industry
Predict Contribution Effort (Part 1) • May 19, 2021
urllib
Real-time Capture of Airline Data from OpenSky • Apr 22, 2019
Visualization
Network Analysis on USA Airports • Mar 14, 2019
Using Visualization to Make an Effective Case for Using a Machine Translation Tool • Feb 12, 2019
Critique of a Data Product (Annual Report) • Nov 7, 2018