Tools

Vensim is a software tool for building system dynamics models, which can be used for business strategy development, public policy analysis and, more generally, any area where dynamic behavior is involved.

This is a multifaceted simulation software that supports various simulation methodologies including agent-based, discrete event, and system dynamics, used widely in operations research, supply chain management, and strategic planning.

MATLAB, short for Matrix Laboratory, is a high-level language and interactive environment used for numerical computation, visualization, and programming. Developed by MathWorks, it is a standard among engineers and scientists for developing algorithms, analyzing and visualizing data, and creating models and applications.

Microsoft Power BI is a business analytics tool that provides interactive visualizations and business intelligence capabilities. With it, users can create reports and dashboards by themselves, without having to depend on information technology staff or database administrators.

PyTorch is an open-source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing, primarily developed by Facebook’s AI Research lab (FAIR).

PyTorch Lightning is a lightweight PyTorch wrapper for high-performance AI research. It decouples the research code from the engineering code, making the code base cleaner and enabling researchers to scale their models without the boilerplate code.

Python is a dynamic, high-level programming language emphasizing simple syntax. It’s lauded for its readability and clean code structure, allowing developers to express concepts in fewer lines of code than other languages. Python supports multiple programming paradigms, including object-oriented, imperative, functional, and procedural. 

TensorFlow is a free and open-source software library for dataflow and differentiable programming across a range of tasks. It is a symbolic math library and is also used for machine learning applications such as neural networks.

Tableau Software is a robust visualization tool used for converting raw data into an understandable format. Data analysis is very fast with Tableau, and the visualizations created are in the form of dashboards and worksheets.