Overview In a nutshell, Federated Learning (FL) is a way to train AI models without anyone seeing or touching your data, offering a way to unlock information to feed new AI applications. Generally, federated learning operates in a decentralized machine learning method (ML) where instead of training a model on a…

Overview In the foundation concept of marketing, there are 4 pillars or leaves which marketers will control primarily. Known also as the 4Ps, it has been defined as the “set of marketing tools that the firm uses to pursue its marketing objectives in the target market”. …

Revenue growth management (RGM) is a business strategy that focuses on increasing revenue through the coordinated management of sales, marketing, and customer service initiatives. The goal of RGM is to identify and target growth opportunities in a systematic and data-driven manner, in order to achieve sustainable revenue growth over time…

In a nutshell, a virtual environment is a named, isolated, working copy of Python that that maintains its own files, directories, and paths so that you can work with specific versions of libraries or Python itself without affecting other Python projects. Why the Need for Virtual Environments? At its core, the main purpose of Python virtual…

Anaconda is a free and open-source distribution of the Python and R programming languages that is widely used among the Data Science, Machine Learning and Artificial Intelligence communities. However, due to its wide distribution, sometimes there is a need for complete removal or uninstall. Here are some simple guides on…

I found out upon updating my MacBook Pro to the latest macOS Catalina, Anaconda3 is no longer working with the latest zsh shell terminal. Command such as: jupyter notebook is no longer working. The work around for this problem is to copy the codes from ~/.bash_profile to ~/.zshrc For example…

With the recent interest in Artificial Intelligence, Machine Learning and Data Analytics, one of the biggest hurdles for Machine Learning Engineer, Data Scientist and Data Analyst is allocate the right hardware for model training. However, now it is possible for anyone to kick off model training with Google Colab.