Analysing Metallica
An analysis and visualisation of Metallica’s live performance history, enriched with geo-coded data using the Googlemaps API
Project Archive
API
ASOS
Getting insights from TrustPilot
Using natural language processing and deep learning to extract, explore and extrapolate insight from ASOS reviews on TrustPilot
Classification
Getting insights from TrustPilot
Using natural language processing and deep learning to extract, explore and extrapolate insight from ASOS reviews on TrustPilot
Are supermarket brands doing enough to differentiate their social content?
Classifying brands on Facebook using natural language processing and supervised machine learning
Deep Learning
OpenAI’s CLIP in Action: Exploring the Power of Image-Text AI using Streamlit
Delving into CLIP: Unlocking its Multi-Modal Applications
Analyzing lyrics from different music genres with universal sentence encoding
Applying Google’s Universal Sentence Encoder and Principal Component Analysis to identify similarities and differences across music genres
Game of Thrones
Game of Thrones Network Analysis
Exploring character relationships in a Game of Thrones using NetworkX
Google Universal Encoder
Analyzing lyrics from different music genres with universal sentence encoding
Applying Google’s Universal Sentence Encoder and Principal Component Analysis to identify similarities and differences across music genres
Graph Theory
Using Network Science to explore hashtag culture on Instagram
A practical walk-through of how to scrape hashtags from Instagram and model their relationships with one another using NetworkX
Using Network Science to explore hashtag culture on Instagram
A practical walk-through of how to scrape hashtags from Instagram and model their relationships with one another using NetworkX
Multi-Modal
OpenAI’s CLIP in Action: Exploring the Power of Image-Text AI using Streamlit
Delving into CLIP: Unlocking its Multi-Modal Applications
Music
Analyzing lyrics from different music genres with universal sentence encoding
Applying Google’s Universal Sentence Encoder and Principal Component Analysis to identify similarities and differences across music genres
NLP
Analyzing lyrics from different music genres with universal sentence encoding
Applying Google’s Universal Sentence Encoder and Principal Component Analysis to identify similarities and differences across music genres
Getting insights from TrustPilot
Using natural language processing and deep learning to extract, explore and extrapolate insight from ASOS reviews on TrustPilot
Are supermarket brands doing enough to differentiate their social content?
Classifying brands on Facebook using natural language processing and supervised machine learning
Network Science
Game of Thrones Network Analysis
Exploring character relationships in a Game of Thrones using NetworkX
NetworkX
Using Network Science to explore hashtag culture on Instagram
A practical walk-through of how to scrape hashtags from Instagram and model their relationships with one another using NetworkX
Networkx
Game of Thrones Network Analysis
Exploring character relationships in a Game of Thrones using NetworkX
OpenAI
OpenAI’s CLIP in Action: Exploring the Power of Image-Text AI using Streamlit
Delving into CLIP: Unlocking its Multi-Modal Applications
Plotly
Building a Streamlit app to visualise Covid-19 data
Making Exploratory Data Analysis more interactive
Game of Thrones Network Analysis
Exploring character relationships in a Game of Thrones using NetworkX
Reviews
Analyzing lyrics from different music genres with universal sentence encoding
Applying Google’s Universal Sentence Encoder and Principal Component Analysis to identify similarities and differences across music genres
Getting insights from TrustPilot
Using natural language processing and deep learning to extract, explore and extrapolate insight from ASOS reviews on TrustPilot
Social Media
Are supermarket brands doing enough to differentiate their social content?
Classifying brands on Facebook using natural language processing and supervised machine learning
Streamlit
OpenAI’s CLIP in Action: Exploring the Power of Image-Text AI using Streamlit
Delving into CLIP: Unlocking its Multi-Modal Applications
Building a Streamlit app to visualise Covid-19 data
Making Exploratory Data Analysis more interactive
Supervised machine learning
Getting insights from TrustPilot
Using natural language processing and deep learning to extract, explore and extrapolate insight from ASOS reviews on TrustPilot
Are supermarket brands doing enough to differentiate their social content?
Classifying brands on Facebook using natural language processing and supervised machine learning
Tableau
Analysing Metallica
An analysis and visualisation of Metallica’s live performance history, enriched with geo-coded data using the Googlemaps API
Tensoflow
Analyzing lyrics from different music genres with universal sentence encoding
Applying Google’s Universal Sentence Encoder and Principal Component Analysis to identify similarities and differences across music genres
TrustPilot
Getting insights from TrustPilot
Using natural language processing and deep learning to extract, explore and extrapolate insight from ASOS reviews on TrustPilot
Visualisation
Building a Streamlit app to visualise Covid-19 data
Making Exploratory Data Analysis more interactive
Web-Scraping
Analyzing lyrics from different music genres with universal sentence encoding
Applying Google’s Universal Sentence Encoder and Principal Component Analysis to identify similarities and differences across music genres
Getting insights from TrustPilot
Using natural language processing and deep learning to extract, explore and extrapolate insight from ASOS reviews on TrustPilot
Using Network Science to explore hashtag culture on Instagram
A practical walk-through of how to scrape hashtags from Instagram and model their relationships with one another using NetworkX
Are supermarket brands doing enough to differentiate their social content?
Classifying brands on Facebook using natural language processing and supervised machine learning
Analysing Metallica
An analysis and visualisation of Metallica’s live performance history, enriched with geo-coded data using the Googlemaps API
spaCy
Analyzing lyrics from different music genres with universal sentence encoding
Applying Google’s Universal Sentence Encoder and Principal Component Analysis to identify similarities and differences across music genres
Getting insights from TrustPilot
Using natural language processing and deep learning to extract, explore and extrapolate insight from ASOS reviews on TrustPilot
word2vec
Getting insights from TrustPilot
Using natural language processing and deep learning to extract, explore and extrapolate insight from ASOS reviews on TrustPilot