Week 26: Data for Real-World Problems
Week 26: Data for Real-World Problems
Week 26 of Sprint 7: AI, Data, and Emerging Technology.
Learning goals
✓Data Collection and Preparation
✓Data Structures and Data Modeling
✓Data Analysis and Visualization
This week
Lesson
ML | Fitness
Machine Learning and Fitness Data, using a linear regression model. The purpose of this model is to maximize calories burn.
Lesson
ML | Neural Network | Handwritting Detection
Handwritting detection using Tensor Flow
Lesson
Data Frames | Pandas | Intro 2
This blog contains basic techniques for analyzing a dataset using the Python Pandas module. Python is a primary language for data scienc...
Lesson
Network Stack | HTTP and TCP/IP
Frontend and/network/stack Backend application applied to networking layers
Lesson
API | Request | Response | Database
Frontend coding and backend design will always be related through API requests and responses. In building Views, frontend designs will w...
Lesson
Data | SQL Connect
Using Programs with Data is focused on SQL and database actions. This blog focus is SQL connections and curses using an Imperative progr...
Lesson
Data | SQLAlchemy
Using Programs with Data is often focused on SQL and database actions. This blog focuses on SQLAlchemy and an OOP programming style.
Lesson
Data | Binary Logic
This is a mini project, warming up to CPT guidelines. Read this to article and starrt developing ideas for your Binary Logic requirement...