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.

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 number2. Clump Thickness 1 - 103. Uniformity of Cell Size 1 - 104. Uniformity of Cell Shape 1 - 105. Marginal Adhesion 1 - 106. Single Epithelial Cell Size 1 - 107. Bare Nuclei 1 - 108. Bland Chromatin 1 - 109. Normal Nucleoli 1 - 1010. Mitoses 1 - 1011. Class: (1 for benign, 0 for malignant)

FULL SOURCE CODE APPLICATION INCLUDED! 

• iOS Developers interested in Data Science && Machine Learning on a greater level than coreML.

Course content

• Introduction
  • Course Introduction
• KNN CLASSIFIERS
  • KNN CLASSIFIERS
• LOGISTIC REGRESSION
  • LOGISTIC REGRESSION
• BUILD BIRADS CANCER DIAGNOSIS APP WITH SWIFT!
  • BIRADS UI Overview
  • BUILDING UI: PART 1
  • BUILDING UI: PART 2
• BUILD BIRADS CANCER DIAGNOSIS APP: Final Project
  • BIRADS: Code App
  • BIRADS Final Project
  • Bonus Lecture: Free Bonus Courses