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Hybrid Python3|Swift4 Applications

Data Science for Swift/Python Hackers.
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Content

Platform: Udemy
Video: 1h 13m
Language: English
Next start: On Demand

Table of contents

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! 

You will 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.

This course is for

• iOS Developers interested in Data Science && Machine Learning on a greater level than coreML.
Data Scientist / iOS Instructor
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Platform: Udemy
Video: 1h 13m
Language: English
Next start: On Demand

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