Mammoth Club All levels 18 sections 117 lectures

Mobile Machine Learning with CoreML: Artificial Intelligence iOS 14 and Swift 5 Masterclass

Build Amazing iOS Apps Using CoreML

01
Skill level
All levels
02
Sections
18
03
Lectures
117
04
Instructor
John Bura
What's inside

This course includes.

18
Sections
117
Lectures
123
Resources
Certificate of completion
Included
Mobile and desktop access
Included
AI learning assistance
Included
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Course content

Curriculum & lectures.

12 sections · 59 lectures
+ 00b (Prerequisite) Introduction to Xcode 9 lectures
00. Intro And Demo Locked
01. General Interface Intro Locked
02. File System Introduction Locked
03. Viewcontroller Intro Locked
04. Storyboard File Intro Locked
05. Connecting Outlets And Actions Locked
06. Running An Application Locked
07. Debugging An Application Locked
XCode Intro Locked
+ 00c CoreML Overview 2 lectures
02 What Is CoreML Locked
Source files Locked
+ 01 Course Overview 2 lectures
01 What You'll Learn Locked
00 - Source Files Locked
+ 02 Natural Language Framework 2 lectures
01 Natural Language Framework Locked
02 - Source Files Locked
+ 03 Text Analysis with the Natural Language Framework 7 lectures
01 Project Setup Locked
02 Recognize Dominant Language Of A Text Locked
03 What Is String Tokenization Locked
04 Tokenize A String Locked
05 Identify Parts Of Speech Locked
06 Identify People, Places And Organizations Locked
03 - Source Files Locked
+ 04 Find Similarities Between Pieces of Text 5 lectures
01 What Is Word Embedding Locked
02 Find Similar Words Locked
03 Find Word Neighbors Locked
04 Find Similar Sentences Locked
04 - Source Files Locked
+ 05 Train Sentiment Analysis with CreateML 5 lectures
00 What Is Sentiment Analysis Locked
01 Gather Dataset Locked
02 Train A Model In Createml Locked
03 Use The Model In An App Locked
05 - Source Files Locked
+ 06a Build An Image Classifier With Create ML 6 lectures
01 Train Image Classification In Create Ml Locked
02 Evaluate And Save The Image Classification Model Locked
03 Set Up App For Image Classification Locked
04 Process Images For Image Classification Locked
05 Use The Image Classification Model In An App Locked
06 -Source Files Locked
+ 06b Build A Linear Regressor from CSV Data 4 lectures
00 What Is Linear Regression Locked
01 Gather Data For Linear Regressor Locked
02 Train The Linear Regressor Locked
07 - Source Files Locked
+ 06c Build A Classifier from CSV Data 3 lectures
01 Gather Data For Classifier Locked
02 Train The Classifier Locked
08 - Source Files Locked
+ 07 Object Detection with MobileNetV2 7 lectures
01 Mobilenetv2 Project Setup Locked
02 Download And Import The Model Locked
03 Resize Images Locked
04 Make A Pixel Buffer Locked
05 Make Rgb Color Space Locked
06 Make A Prediction Locked
09 - Source Files Locked
+ 08 Image Recognition with YOLOv3 7 lectures
01 Yolov3 Project Setup Locked
02 Download The Yolov3 Model Locked
03 Resize Images Locked
04 Make A Pixel Buffer Locked
05 Make Rgb Color Space Locked
06 Make A Prediction Locked
Images To Test Locked
Description

About this course.

Welcome to the "Mobile Machine Learning with CoreML: Artificial Intelligence iOS 14 and Swift 5 Masterclass" course! In this program, you will learn how to leverage the power of machine learning and artificial intelligence to build amazing iOS apps using CoreML.

Throughout the course, you will delve into the world of machine learning and understand how it can be applied to mobile app development. You will learn the fundamentals of machine learning, including data preprocessing, model training, and evaluation.

You will explore CoreML, Apple's framework for integrating machine learning models into iOS apps. You will discover how to use pre-trained models from popular libraries like TensorFlow and Keras, as well as how to train and fine-tune your own models using tools like Create ML.

The course will guide you through the process of integrating machine learning models into your iOS app. You will learn how to perform tasks such as image recognition, natural language processing, and sentiment analysis using CoreML. You will also explore techniques for handling input data, making predictions, and displaying results in your app's user interface.

Throughout the course, you will build practical projects that showcase the capabilities of CoreML. You will create apps that can identify objects in images, classify text, and even analyze real-time video streams.

By the end of the course, you will have a strong foundation in mobile machine learning and be able to develop iOS apps that leverage the power of artificial intelligence. You will have the skills to create intelligent and engaging apps that can understand and interpret data.

Whether you are a beginner or an experienced iOS developer, this course will equip you with the knowledge and tools to integrate machine learning into your iOS apps using CoreML. Join us now and unlock the potential of mobile machine learning!


Instructors

Taught by people who ship.

John Bura

John Bura

Founder and CEO of Mammoth Club and Course Pro, the #1 AI-powered Learning Management System for course and content development, training and evaluation.

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