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George Ng's Projects

100-pandas-puzzles icon 100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

aas icon aas

Code to accompany Advanced Analytics with Spark from O'Reilly Media

adv_fin_ml_exercises icon adv_fin_ml_exercises

Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]

amazon-dsstne icon amazon-dsstne

Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models

analyze-open-data-sets-with-pandas-dataframes icon analyze-open-data-sets-with-pandas-dataframes

In this notebook, you'll learn how to use open data from the data sets on the Data Science Experience home page in a Python notebook. You will load, clean, and explore the data with pandas DataFrames. Some familiarity with Python is recommended. The data sets for this notebook are from the World Development Indicators (WDI) data set. The WDI data set is a statistical benchmark that helps measure the progress of human development. The WDI data set draws on data from the World Bank and more than 30 partners. You'll look at seven key development variables, sorted by country and year.

api-ai-workshop icon api-ai-workshop

API.AI Workshop Material. This can be used to create a Conversational Agent for a simple Linear Conversation using API.AI.

autodefense icon autodefense

AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks

awesome-datascience icon awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-python icon awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

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