agamchug

MSc-DataVisualisation

Using Python libraries such as matlplotlib, geopandas and plotly to create insightful visualisation charts across different categories

MSc-DeepLearning

Using Tensorflow and Keras to create and improve Neural Networks for unsupervised and supervised prediction tasks.

MSc-MachineLearning

Using R and Python for unsupervised learning such as dimensionality reduction and clustering, and building and comparing different supervised classifiers.

MSc-NetworkAnalytics

Using network theory to model diffusion of opinions as a process of social interaction between people.

MSc-NaturalLanguageProcessing

Covering various embedding and vectorisation techniques, semantic similarity, topic modelling (LDA), and text-classification models.

MSc-DataManagementSystems

Connecting with MongoDB using PyMongo and restructuring JSON files using Mongo Query Language

agamchug

data-viz-smm635

dms-smm695

Teaching material for a B-school, post-grad module on Data Management Systems

MSc-AnalyticsMethods

Introduction to Generalised Linear Models and application in R

agamchug/whatisagam

Data Science Portfolio

agamchug/puzzles

agamchug/MSc-MachineLearning

Using R and Python for unsupervised learning such as dimensionality reduction and clustering, and building and comparing different supervised classifiers.

agamchug/MSc-DataManagementSystems

Connecting with MongoDB using PyMongo and restructuring JSON files using Mongo Query Language

agamchug/MSc-NaturalLanguageProcessing

Covering various embedding and vectorisation techniques, semantic similarity, topic modelling (LDA), and text-classification models.

agamchug/agamchug

agamchug/MSc-DataVisualisation

Using Python libraries such as matlplotlib, geopandas and plotly to create insightful visualisation charts across different categories

agamchug/MSc-DigitalTechnologies

Covering a range of techniques such as web-scraping, supervised and unsupervised machine learning, and optimisation.

agamchug/MSc-DeepLearning

Using Tensorflow and Keras to create and improve Neural Networks for unsupervised and supervised prediction tasks.

agamchug/MSc-NetworkAnalytics

Using network theory to model diffusion of opinions as a process of social interaction between people.

agamchug/MSc-AnalyticsMethods

Introduction to Generalised Linear Models and application in R

agamchug/dms-smm695

Teaching material for a B-school, post-grad module on Data Management Systems

agamchug/net-analysis-smm638

agamchug/data-viz-smm635