Artificial intelligence
(Français) Présentation de chatGPT
Sorry, this entry is only available in French. For the sake of viewer convenience, the content is shown below in the alternative language. You may click the link to switch the active language. Pour ce webinaire du 28 Décembre 2022,…
Botfront
The Botfront is a complete conversational platform built with RASA as the engine. Because this platform is based on RASA, a good knowledge of this nlu engin is required The Botfront provides intuitive interfaces to easily create and manage virtual…
Generative Adversarial Network
Do you see those pictures? They seem real but they aren’t. They have been generated by a computer. Let me explain how. Generative modeling algorithms make the impressive task of generating new samples from a given distribution of a dataset….
Pipeline creation with CDAP
Create a pipeline with CDAP The Data Engineer defines, develops, implements and maintains the appropriate tools and infrastructure for data analysis by Data Science teams. He makes sure to create a solution allowing the processing of large volumes of data…
Data Science – DevOps Part 3
Several tools exist in order to try and solve the problems mentioned in the first part of the article and make our lives easier, some are open source and others are proprietary. Each one brings solutions to different problems (often the same). In the…
Sauti Yangu From Deep Learning Indaba 2019 part 1
Sauti Yangu From Deep Learning Indaba 2019 This article is intended for all enthusiasts of Artificial Intelligence (AI), machine learning, deep learning, Data Science, Big data, etc. After taking part in the Indaba X Senegal organization as a member of…
Data Science -DevOps Part 2
Several tools exist in order to try and solve the problems mentioned in the first part of the article and make our lives easier, some are open source and others are proprietary. Each one brings solutions to different problems (often…
Combining Apache Spark, XGBoost, MLeap and Play framework to predict customer’s churn
Combining Apache Spark, XGBoost, MLeap and Play ! framework to predict customer churn in Telecommunications Companies Cancellation of services by existing customers is a phenomenon that is omnipresent in the business world and particularly common in highly competitive economic environments….
Data science DevOps (Part 1)
N.B. This article will be divided into three parts for ease of reading. The first part will introduce and present the problem, the second will cover Git and DVC and the last part will present MLflow and the conclusion. As a…