Machine Learning
If you need intelligent business applications, then you’ve come to the right place
WE ARE EXPERTS AT
Godel data scientists follow an iterative, collaborative process when they apply machine learning techniques to resolve business problems. With the help of our clients’ data engineers and subject matter experts, our team members acquire, transform and analyse data, using it to understand the underlying business.
They build and train an ML model capable of making accurate predictions, then evaluate the model’s performance when facing new data. Finally, they package the model so it can be used to infuse intelligence in our clients’ applications, and assist with the deployment to production.
Programming Languages
Python 3
R
Python Data Analysis Stack
Pandas
NumPy
StatsModels
Seaborn
SciPy
Matplotlib
Plotly
Machine Learning Frameworks
Pytorch
TensorFlow
Keras
Huggingface
scikit-learn
Machine Learning Platforms
Kubeflow
Machine Learning Models
Regressions
Support Vector Machines
Ensemble and Boosting methods
KNN
Neural Networks
Convolutional
Recurrent
Autoencoders
Generative Adversarial Neural Networks
Transformers
Tabular Data / Time Series
CatBoost
XGBoost
LightGBM
Prophet
ARIMA
scikit-learn
Natural Language Processing
NLTK
Genism
spaCy
datasketch
Computer Vision
OpenCV
fastai
PyTorchCV
WE'RE PROUD OF OUR CERTIFICATES
TECHNICAL EXPERTISE
Find out more about our data engineering and analytics technical capabilities here. If there is something specific you are looking for that we haven’t mentioned, please do get in touch and ask. Given the pace of change in our industry, it’s an impossible task to keep these pages up to date!
Long-term partnerships, built on trust
We partner with some of the UK’s leading household names to extend their development capacity
