LittleBigCode - AI Solution CreatorHow do I deploy my ML project using Vertex AI?By Jamila Rejeb, Senior Data Scientist at LittleBigCodeOct 2Oct 2
LittleBigCode - AI Solution CreatorinBEYOND DATA by LittleBigCodeSupervised, unsupervised and more: An introduction to lesser-known machine learning methods and…In this article, we will discuss all types of machine learning algorithms, explain each of them, and discuss the best ways to use them.Apr 20, 2023Apr 20, 2023
LittleBigCode - AI Solution CreatorinBEYOND DATA by LittleBigCodeIntroduction à l’orchestration de containers avec KubernetesComprendre comment fonctionne Kubernetes et comment l’utiliser.Mar 29, 2023Mar 29, 2023
LittleBigCode - AI Solution CreatorinBEYOND DATA by LittleBigCodeMLOps: Effortlessly track your model experiments with DVC and MlflowWe will show the workflow of model experiment tracking with Pytorch Lightning, MLflow and DVC on the infamous “Cats vs dogs”Mar 27, 20231Mar 27, 20231
LittleBigCode - AI Solution CreatorinBEYOND DATA by LittleBigCodeWhy do you need to use Weights&Biases to track your ML project?We will dive into a particular tool designed to support and automate key steps in the MLOps life cycle, such as experiment tracking…Mar 6, 20232Mar 6, 20232
LittleBigCode - AI Solution CreatorinBEYOND DATA by LittleBigCodeHow to artificially augment the amount of data to improve the performance of a computer vision algo?Over the last years, artificial intelligence has gained immense momentum in diverse areas and neural networks have gained increasingly moreJan 16, 2023Jan 16, 2023
LittleBigCode - AI Solution CreatorinBEYOND DATA by LittleBigCodeHow has object detection evolved through the years with Deep Learning?Object detection finds itself particularly useful in many realms including people detection, surveillance, and cancer localization…Dec 19, 2022Dec 19, 2022
LittleBigCode - AI Solution CreatorinBEYOND DATA by LittleBigCodeMLOps: How MLflow effortlessly tracks your experiments and helps you compare them?Model reproducibility in machine learning projects is often overlooked and must not be. Training models can be time-consuming and…Sep 15, 2022Sep 15, 2022
LittleBigCode - AI Solution CreatorinBEYOND DATA by LittleBigCodeIntroduction to Automated Machine Learning with Auto-SklearnAutoML will significantly alter the way people work in data science research and industry in the future years. I would gladly utilise…Jul 12, 2022Jul 12, 2022
LittleBigCode - AI Solution CreatorinBEYOND DATA by LittleBigCodeWill AI revolutionize the distribution, production, and electricity to reduce carbon emissions ?We developed LittleBigCity, a smartgird simulator which can use Reinforcement Learning (RL) agents to efficiently act as consumers…Jul 6, 2022Jul 6, 2022