[Free] Hybrid Python3|Swift4 Applications

Data Science for Swift/Python Hackers. – Free Course

Added on April 25, 2024 Development 1 min read

What you’ll learn

• Anaconda
• Jupyter
• iPython
• scikit-learn
• Accelerate Framework
• Basic Neural Network Subroutines (BNNS)
• Build Cancer Predicting Neural Network
• Build Swift BIRADS App!

Requirements

• Students should have an intermediate knowledge of an OOPL.

Description

BI-RADS DATA SCIENCE FOR SWIFT/PYTHON HACKERS, is a course designed by an iOS Developer for iOS and Python Developers. In this course you will delve into Data Science on a level past using coreML for Machine Learning.

You will learn iPython enough to implement algorithms used in Data Science with little effort. As a Swift Programmer you will find the syntax needed to flow through iPython in Jupyter a breeze!!!

After grasping a thorough knowledge of supervised learning in the first two sections, you will dive into xCode and write a Logistic Regression Binary Based application.

In your final project, you will build BIRADS, a Breast Imaging-Reporting and Data System that takes the output data from a Neural Network and assigns a BI-RADS Category given input from the following features…

Sample code number ID number
2. Clump Thickness 1 – 10
3. Uniformity of Cell Size 1 – 10
4. Uniformity of Cell Shape 1 – 10
5. Marginal Adhesion 1 – 10
6. Single Epithelial Cell Size 1 – 10
7. Bare Nuclei 1 – 10
8. Bland Chromatin 1 – 10
9. Normal Nucleoli 1 – 10
10. Mitoses 1 – 10
11. Class: (1 for benign, 0 for malignant)

FULL SOURCE CODE APPLICATION INCLUDED!

Author(s): Brian Rouse