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zhenghongpeng's Projects

ci-cd-pipeline-on-aws icon ci-cd-pipeline-on-aws

Set up a Continuous Integration and Delivery pipeline for a web application using various AWS services.

code icon code

Compilation of R and Python programming codes on the Data Professor YouTube channel.

color-test icon color-test

Basic React web application, used during WWCode workshop: "Deploying web application using AWS ECS and provisioning infrastructure with Terraform".

content-aws-sam icon content-aws-sam

Building Serverless Applications with AWS Serverless Application Model (SAM)

content-creation-workstation icon content-creation-workstation

Deploy Teradici Cloud Access Software on either CentOS 7 or Windows Server 2019 GPU-Enabled EC2 instances. The sample also provides the ability to provision Client VPN Endpoint if elected during deployment.

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

data_pipeline_using_aws icon data_pipeline_using_aws

This is a project that uses AWS Lambda, Redshift and Apache Airflow to build a framework for loading and analyzing game player data

deepracer-log-analysis icon deepracer-log-analysis

Adventures in a data-driven approach to training, evaluating and tuning AWS DeepRacer reinforcement learning models (compatible with the new AWS DeepRacer console training logs after Aug 2020).

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