Taha Mahmood

NVIDIA

Accelerating End-to-End Data Science Workflows

Issued Jun 2024

Explored on how to perform multiple analysis tasks on large datasets using RAPIDS, a collection of data science libraries that allows end-to-end GPU acceleration for data science workflows.

IBM

Data Science Professional Certificate

Issued Dec 2023

• Mastered the most up-to-date practical skills and knowledge that data scientists use in their daily roles.
• Learned the tools, languages, and libraries used by professional data scientists, including Python and SQL.
• Imported and cleaned datasets, analyzed and visualized data, and built machine learning models and pipelines.
• Applied my new skills to real-world projects and built a portfolio of data projects that showcase my proficiency to employers.

Google

Advanced Data Analytics

Issued May 2023

Explored the roles of data professionals within an organization.

Created data visualizations and applied statistical methods to investigate data.

Built regression and machine learning models to analyze and interpret data.

Communicated insights from data analysis to stakeholders.

Stanford University

Machine Learning

Issued Jun 2020

• Built ML models with NumPy & scikit-learn, and built & trained supervised models for prediction & binary classification tasks (linear, logistic regression).
• Built & trained a neural network with TensorFlow to perform multi-class classification, and built & used decision trees & tree ensemble methods.
• Applied best practices for ML development & used unsupervised learning techniques for clustering & anomaly detection.
• Built recommender systems with a collaborative filtering approach & a content-based deep learning method, and built a deep reinforcement learning model.