Stone River Elearning – Machine Learning for AppsCourse DescriptionWelcome to the most comprehensive course on Core ML, one of Apple’s hot new features for iOS 11. The goal of Machine Learning is to mimic the human mind. It can be used to identify things like objects or images, make predictions and even analyze and identify speech.Dive in and learn the core concepts of machine learning and start building apps that can think! In this course, you going to learn everything you need to know to start building more intelligent apps and your own ML models.If you have basic experience with iOS or mobile development then take this course.CurriculumCheck out the detailed breakdown of what’s inside the courseIntroduction to Course4 LecturesWhat is Machine Learning?07:31Basics of Machine Learning06:17Installing Anaconda / Python Environment07:02Downloading / Setting Up Atom & Plugins08:43Python Basics4 LecturesVariables in Python08:07Arrays & Tuples in Python13:35Functions, Conditionals, & Loops in Python09:33Importing Modules in Python05:05Building a Classification Model8 LecturesWhat is scikit-learn- Why use it03:34Installing scikit-learn & scipy with Anaconda03:11Intro to the Iris Dataset03:11Datasets- Features & Labels Explained07:22Loading the Iris Dataset – Examining & Preparing Data09:10Creating – Training a KNeighborsClassifier09:25Testing Prediction Accuracy with Test Data11:48Building Our Own KNeighbors Classifier17:43Building a Convolutional Neural Network8 LecturesWhat is Keras- Why use it07:44What is a Convolutional Neural Network (CNN)26:12Installing Keras with Anaconda04:21Preparing Dataset for a CNN17:21Building – Visualizing a CNN using Sequential- Part 113:50Building – Visualizing a CNN using Sequential- Part 219:23Training CNN – Evaluating Accuracy – Saving to Disk17:36Switching Python Environments – Converting to Core ML Model13:21Building a Handwriting Recognition App6 LecturesIntro to App – Handwriting02:38Building Interface – Wiring Up11:25Drawing On Screen20:44Importing Core ML Model – Reading Metadata04:59Utilizing Core ML – Vision to Make Prediction17:13Handling – Displaying Prediction Results14:54Core ML Basics12 LecturesIntro to App – Core ML Photo Analysis04:08What is Machine Learning07:31What is Core ML04:48Creating Xcode Project02:26Building ImageVC in Interface Builder – Wiring Up07:23Creating ImageCell & Subclass – Wiring Up07:55Creating FoodItems Helper File06:45Creating Custom 3×3 Grid UICollectionViewFlowLayout08:54Choosing, Downloading, Importing Core ML Model05:04Passing Images Through Core ML Model12:02Handling Core ML Prediction Results09:25Challenge – Core ML Photo Analysis01:00Instructor DetailsStone River eLearningAt Stone River eLearning, technology is all we teach. If you’re interested in IT, programming, development or design – we have it covered.Check out our huge catalog of courses and join the over 1,200,000+ students currently taking Stone River eLearning courses. We currently offer 800+ different technology training courses on our Stone River eLearning website and are adding new courses on hot and trending topics every month. A subscription option is available for those with a real passion for learning.There are no reviews yet.Add a Review Cancel replyYou must be to post a review.
