Training Experience
- 01/2025 Digital Transformation Using AI/ML with Google Cloud
- Google on Coursera (verify: K6149H4FQ8JH)
- Digital Transformation with Google Cloud
- Modernize Infrastructure and Applications with Google Cloud
- Managing Machine Learning Projects with Google Cloud
- 01/2025 Machine Learning with Apache Spark
- IBM on Coursera (verify: BCI3DVLZIVMT)
- Describe ML, explain its role in data engineering, summarize generative AI, discuss Spark’s uses, and analyze ML pipelines and model persistence
- Evaluate ML models, distinguish between regression, classification, and clustering models, and compare data engineering pipelines with ML pipelines
- Construct the data analysis processes using Spark SQL, and perform regression, classification, and clustering using SparkML
- Demonstrate connecting to Spark clusters, build ML pipelines, perform feature extraction and transformation, and model persistence
- 12/2024 AI in Healthcare
- Stanford University on Coursera (verify: P2B4QDZLXOYG)
- Identify problems healthcare providers face that machine learning can solve
- Analyze how AI affects patient care safety, quality, and research
- Relate AI to the science, practice, and business of medicine
- Apply the building blocks of AI to help you innovate and understand emerging technologies
- 12/2024 AI in Healthcare Capstone
- Stanford University on Coursera (verify: 6GJJ7NIJKNQH)
- 12/2024 Evaluations of AI Applications in Healthcare
- Stanford University on Coursera (verify: 76I0KS2TWNAT)
- Principles and practical considerations for integrating AI into clinical workflows
- Best practices of AI applications to promote fair and equitable healthcare solutions
- Challenges of regulation of AI applications and which components of a model can be regulated
- What standard evaluation metrics do and do not provide
- 12/2024 Fundamentals of Machine Learning for Healthcare
- Stanford University on Coursera (verify: LMU7Z1DH23HT)
- Define important relationships between the fields of machine learning, biostatistics, and traditional computer programming
- Learn about advanced neural network architectures for tasks ranging from text classification to object detection and segmentation
- Learn important approaches for leveraging data to train, validate, and test machine learning models
- Understand how dynamic medical practice and discontinuous timelines impact clinical machine learning application development and deployment
- 12/2024 Introduction to Clinical Data
- Stanford University on Coursera (verify: LGDT57D22K7C)
- How to apply a framework for medical data mining
- How to make use of data that may be inaccurate in systematic ways
- Ethical use of data in healthcare decisions
- What makes a good research question and how to construct a data mining workflow answer it
- 12/2024 Introduction to Healthcare
- Stanford University on Coursera (verify: LMHFU2D6ZIUB)
- The major challenges of the U.S.healthcare system
- Who the key stakeholders are in the U.S. healthcare system
- Issues you may encounter in efforts to improve healthcare delivery and the healthcare system
- 12/2024 Data Analysis with R Programming
- Google on Coursera (verify: AI9TJ1FQR5T5)
- Describe the R programming language and its programming environment
- Explain the fundamental concepts associated with programming in R including functions, variables, data types, pipes, and vectors
- Describe the options for generating visualizations in R
- Demonstrate an understanding of the basic formatting in R Markdown to create structure and emphasize content
- 12/2024 Databases and SQL for Data Science with Python
- IBM on Coursera (verify: 1IXH5LQBDBLG)
- Analyze data within a database using SQL and Python
- Create a relational database and work with multiple tables using DDL commands
- Construct basic to intermediate level SQL queries using DML commands
- Compose more powerful queries with advanced SQL techniques like views, transactions, stored procedures, and joins
- 11/2024 AWS Cloud Technical Essentials
- AWS on Coursera (verify: 0468SI9W8A4C)
- Acquire knowledge of terminology and concepts related to AWS services
- Explore key concepts of AWS security measures and AWS Identity and Access Management (IAM)
- Identify the differences among several AWS compute services, including Amazon EC2, AWS Lambda, and Amazon ECS
- Examine AWS database and storage offerings, including Amazon Relational Database Service (Amazon RDS), Amazon DynamoDB, and Amazon S3
- 11/2024 Generative AI with Large Language Models
- DeepLearning.AI on Coursera (verify: A7HLWVH4J6BV)
- Gain foundational knowledge, practical skills, and a functional understanding of how generative AI works
- Dive into the latest research on Gen AI to understand how companies are creating value with cutting-edge technology
- Instruction from expert AWS AI practitioners who actively build and deploy AI in business use-cases today
- 04/2021 CIRTL Practitioner Level II Certification
- Center for the Integration of Research, Teaching and Learning (CIRTL) and University of Arizona
- 11/2020 CIRTL Associate Level I Certification
- CIRTL and the University of Arizona
- 11/2020 The Graduate-level CIRTL Network MOOC-Centered Learning Community
- 06/2020 Introduction to Genomic Technologies
- Johns Hopkins University on Coursera (verify: QTX8YQF8J96Z)
- 06/2020 Python for Genomic Data Science
- Johns Hopkins University on Coursera (verify: J8VASLDA3CD2)
- 11/2019 Machine Learning
- Stanford Online Course (verify: B4926N7URKD4)
- 06/2018 – 07/2018 English as A Medium of Instruction
- 07/2018 – 08/2018 Big Data Analysis based on Machine Learning
- Chinese Institute of Electronics
- 07/2017 – 08/2017 Online Movie Recommendation Based on Java, JSP, Hadoop and Linux
- Oracle University (China)
- 04/2010 – 06/2010 Java, Oracle database
- Excellency Training Center of CSI
