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Bank of America
- New York, New York
- https://www.linkedin.com/in/yanglei666/
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A repository for storing personal study records
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A model for customer churn prediction
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Data_Automation_Project Public
SEC listed security issuers fiancial, market, profile, and risk data collection and processing automation
Python UpdatedAug 29, 2022 -
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Hive_Data Public
bigdata, data pipeline, hive, data pipeline creation, table partition, data engine
Jupyter Notebook UpdatedDec 12, 2021 -
deploy data and machine learning applications using Streamlit
Python UpdatedNov 27, 2021 -
SQL_Challenges_for_Practice Public
A Special SQL problems collection that help to sharpen your skills
UpdatedNov 1, 2021 -
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time-series-kafka-demo Public
Forked from mtpatter/time-series-kafka-demoFully reproducible, Dockerized, step-by-step, tutorial on how to mock a "real-time" Kafka data stream from a timestamped csv file. Detailed blog post published on Towards Data Science.
Python MIT License UpdatedSep 1, 2021 -
A simple Python scripts for Option Pricing Modeling based on The Black Scholes Formula using Python 3
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Apache_Beam Public
Apache Beam Data Pipeline Building for Data processing at Scale
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demos Public
Forked from mlrun/demosEnd to end MLRun demos
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GPU_Utilization_Management Public
It's cretical to get an optimized model training and testing enviroment to boost model performance technically as well as economically
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Train and Deploy New Born Baby weight Machine Learning Model on GCP using BigTable and GCP ML Engine
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vanillawebprojects Public
Forked from bradtraversy/vanillawebprojectsMini projects built with HTML5, CSS & JavaScript. No frameworks or libraries
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Variational_AutoEncoder Public
Created and trained a VAE model using MNIST dataset
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Use Keras to design Neural Network Models with same dataset but different parameters to explore the best models
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Build Machine Learning Models for Loan Default Prediction using different algorithms including Decision Tree, K Nearest Neighbor,Support Vector Machine, Logistic Regression. And then evaluate the d…
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Model building and Optimization with Pytorch and Python
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keras Public
Forked from keras-team/kerasDeep Learning for humans
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coursera Public
Forked from claimed-framework/component-library -
Spark_HDFS_on_AWS Public
Spark Big data practice with Hadoop on AWS
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analyzing stocks with correlation and grouping and plotting them into subgroups
Jupyter Notebook UpdatedSep 23, 2019 -
Machine Learning code samples using Python Sklearn library
Jupyter Notebook UpdatedAug 30, 2019 -
Time series Data Analysis for Stock Price predictions Based on Monte Carlo Simulations using Python 3
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Exploring the Efficient Frontier for Constructing a investment portfolio with best return and acceptable risks based on Markowitz Portfolio Theory using Python 3
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Python_for_Finance Public
Projects for Finance Market Data Analysis
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A powerful visualization package can create almost all kinds of charts
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Simple codes for drawing commonly used analytical graphs in Data Science
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A simple trade back-testing model using Python