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Summer 2023 Bootcamp Information

Curriculum

GENERAL TRACK


Week 1: July 31 - August 4, 2023

General Track Schedule: Week 1
Day Morning Session Afternoon Session
1 Introduction AWS M1. Cloud Concepts Overview Python Fundamentals
2 AWS M2. Cloud Economics and Billing M3. Global Infrastructure Overview Python Fundamentals
3 AWS M4. Cloud Security Python Fundamentals
4 AWS M5. Networking and Content Delivery Python Fundamentals
5 AWS M6. Compute Python Fundamentals


Week 2: August 7-11, 2023

General Track Schedule: Week 2
Day Morning Session Afternoon Session
1 AWS M6. Compute cont. Python Fundamentals
2 AWS M7. Storage Python Fundamentals
3 AWS M8. Databases Python Fundamentals
4 AWS M9. Cloud Architecture Python Fundamentals
5 AWS M10. Auto scaling and Monitoring Python Fundamentals

DATABASE TECHNICIAN TRACK


Week 3: August 14-18, 2023

General Track Schedule: Week 3
Day Morning Session Afternoon Session
1 Python for Data Science: Reading and Writing CSV and JSON files Python for Data Science: Pandas framework
2 Intro to SQL on AWS RDS with Books Database example Intro to SQL on AWS RDS with Books Database example
3 Intro to SQL on AWS RDS with Books Database example Introduction to Healthcare Data Formats
4 Case Study: US Drugs Database on AWS RDS Case Study: US Drugs Database on AWS RDS Cont.
5 Python for Data Science: Visualization with Graphs Case Study: US Drugs Database on AWS RDS Cont.


Week 4: August 21-24, 2023

General Track Schedule: Week 4
Day Morning Session Afternoon Session
1 Intro to NoSQL databases on AWS DynamoDB with Movies database Intro to NoSQL databases on AWS DynamoDB with Movies database
2 Intro to NoSQL databases on AWS DynamoDB with Movies database Case Study: Analysis of Twitter Datasets on DynamoDB
3 Case Study: Analysis of Twitter Datasets on DynamoDB Cont. Case Study: Analysis of Twitter Datasets On DynamoDB Cont.

BIOINFORMATICS TECHNICIAN TRACK


Week 3: August 14-18, 2023

General Track Schedule: Week 3
Day Morning Session Afternoon Session
1 Genomics Workshop Overview Intro to Genomic Data Formats and Variation Concepts
2 Project Organization and Management for Genomics Project Organization and Management for Genomics
3 Intro to Command Line for Genomics Intro to Command Line for Genomics
4 Data Wrangling and Processing for Genomics Data Wrangling and Processing for Genomics
5 Data Wrangling and Processing for Genomics Data Wrangling and Processing for Genomics


Week 4: August 21-24, 2023

General Track Schedule: Week 4
Day Morning Session Afternoon Session
1 Cloud Computing for Genomics Cloud Computing for Genomics
2 Case Study: Variant Calling for Covid19 sequence datasets on AWS EC2 Case Study: Variant Calling for Covid19 sequence datasets on AWS EC2
3 Python for Data Science: Visualization with Graphs Visualizing Genomics Data with Python

BIG DATA ANALYTICS AND MACHINE LEARNING TECHNICIAN TRACK


Week 3: August 14-18, 2023

General Track Schedule: Week 3
Day Morning Session Afternoon Session
1 DataFrame Visualization and EDA
2 Introduction to Machine Learning Supervised Learning-I
3 Supervised Learning-II Unsupervised Learning
4 Model Evaluation and Improvement Neural Networks (TensorFlow)
5 ML in AWS ML in AWS


Week 4: August 21-24, 2023

General Track Schedule: Week 4
Day Morning Session Afternoon Session
1 Python for Data Science: Numpy Framework Intro to Convolutional Neural Networks
2 Intro to Convolutional Neural Networks cont. Case Study: Classification of Breast Cancer Image Datasets on AWS EMR
3 Case Study: Classification of Breast Cancer Image Datasets on AWS EMR cont. Case Study: Classification of Breast Cancer Image Datasets on AWS EMR cont.

Campus Cultural Centers

Kupferberg Holocaust Center exterior lit up at nightOpens in a new window
Kupferberg Holocaust Center Opens in a new window

The KHC uses the lessons of the Holocaust to educate current and future generations about the ramifications of unbridled prejudice, racism and stereotyping.

Russian Ballet performing at the Queensborough Performing Arts CenterOpens in a new window
QPAC: Performing Arts CenterOpens in a new window

QPAC is an invaluable entertainment company in this region with a growing national reputation. The arts at QPAC continues to play a vital role in transforming lives and building stronger communities.

Queensborough Art Gallery exterior in the afternoonOpens in a new window
QCC Art Gallery

The QCC Art Gallery of the City University of New York is a vital educational and cultural resource for Queensborough Community College, the Borough of Queens and the surrounding communities.