Deep Learning with React-Native & Python - Build 7 AI Apps
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- Curriculum
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Join the most comprehensive React-Native & Deep Learning course on Udemy and learn how to build amazing state-of-the-art Deep Learning applications!
Do you want to learn about State-of-the-art Deep Learning algorithms and how to apply them to IOS/Android apps? Then this course is exactly for you! You will learn how to apply various State-of-the-art Deep Learning algorithms such as GAN’s, CNN’s, & Natural Language Processing. In this course, we will build 7 Deep Learning apps that will demonstrate the tools and skills used in order to build scalable, State-of-the-Art Deep Learning React-Native applications!
After completing this course you will be able to:
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Learn the tools and skills to develop any AI idea you have onto a mobile phone.
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Have a clear understanding of different types of Neural Networks and how you can use them to your advantage.
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Build any Neural Networks in Python and then export them into your React-Native application.
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Use different strategies to get neural networks with 90%+ accuracy.
Why should you choose this course?
This course covers all the steps that one should take to create a React-Native application that uses State-of-the-Art Deep Learning approaches.
It is extremely hard to find good tutorials that teach you how to implement these algorithms, so the instructor, Samuel Boylan-Sajous, who has been programming for years, and has a Computer Science degree at the University of Guelph, has decided to share all of his knowledge with other students that are passionate about Deep Learning and building practical A.I. applications.
Here’s what’s included in the course:
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Building a neural network on Teachable Machine and exporting it into React-Native project
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Building a neural network in Keras/Python on Google Collab and exporting it into React-Native project
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Using API’s to perform some Natural Language Processing and implementing those algorithms into our app.
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Use Generative Adversarial Neural Networks to Generate Art!
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And much more!
This course is for you if …
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You’re interested in building real native mobile apps for the two most popular mobile platforms – iOS and Android
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You’re passionate about Deep Learning/AI or Mobile Development and want to expand your knowledge.
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You want to expand your Deep Learning/AI portfolio with 7 Cutting Edge Deep Learning apps!
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Want to learn State-of-the-Art Deep Learning algorithms and how you can use them on a mobile device!
Course prerequisites:
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Knowing mobile development will help a lot but is not a hard requirement (You would be fine if you only knew CSS/HTML & Object-Oriented Programming, just do some research on what React-Native is)
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Know some theory behind Neural Networks (Know how data is processed in a Neural Network)
Our Promise
Teaching our students is my job and I am committed to it. If you have any questions about the course content or anything related to any topic, you can always post a question in the course or send me a direct message.
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4Introduction & Setting up the ProjectVideo lesson
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5Importing UI DependenciesVideo lesson
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6Creating ClassVideo lesson
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7Building the UI - Part 1Video lesson
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8Building the UI - Part 2Video lesson
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9Styling OutputVideo lesson
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10Creating State VariablesVideo lesson
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11Increment CountVideo lesson
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12Adding State to UIVideo lesson
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13Introduction & Setting up the ProjectVideo lesson
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14Importing UI DependenciesVideo lesson
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15Creating ClassVideo lesson
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16Building the UI - Part 1Video lesson
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17Building the UI - Part 2Video lesson
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18Configuring Image-PickerVideo lesson
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19Functions for Image-PickerVideo lesson
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20Configuring TFliteVideo lesson
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21Functions for TFliteVideo lesson
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22Building our Neural Network in Teachable MachineVideo lesson
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23Integrating Neural Network in our AppVideo lesson
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24Storing our PredictionVideo lesson
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25Adding Logic to UIVideo lesson
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26Taking Photo from Device FunctionalityVideo lesson
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27Introduction & Setting up the ProjectVideo lesson
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28Importing UI DependenciesVideo lesson
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29Building the UIVideo lesson
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30Allowing the User to Select Multiple ModelsVideo lesson
https://www.dropbox.com/s/v3yelxegfmq41ps/models.zip?dl=0
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31Models FolderText lesson
https://www.dropbox.com/s/v3yelxegfmq41ps/models.zip?dl=0
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32Configuring TFliteVideo lesson
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33Functions for TFliteVideo lesson
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34Adding Logic to UIVideo lesson
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35Configuring Image-PickerVideo lesson
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36Functions and UI for Image-PickerVideo lesson
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37Functions for TFlite PredictionsVideo lesson
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38Functions to go BackVideo lesson
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39Setting up Functions for PredictionsVideo lesson
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40Outputting Prediction Functions - SSD & YOLOVideo lesson
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41Outputting Prediction Functions - SegmentationVideo lesson
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42Outputting Prediction Functions - Pose Net - Part 1Video lesson
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43Outputting Prediction Functions - Pose Net - Part 2Video lesson
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44Introduction & Setting up the ProjectVideo lesson
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45Importing UI DependenciesVideo lesson
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46Creating ClassVideo lesson
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47Building the UI - Part 1Video lesson
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48Building the UI - Part 2Video lesson
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49Configuring Image-PickerVideo lesson
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50Functions for Image-PickerVideo lesson
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51Configuring TFliteVideo lesson
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52Functions for TFliteVideo lesson
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53Building Neural Network in Python - Getting DataVideo lesson
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54Building Neural Network in Python - Labels & Transfer LearningVideo lesson
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55Building Neural Network in Python - Fitting our ModelVideo lesson
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56Using our Model in React-NativeVideo lesson
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57Updating UI with PredictionVideo lesson
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58Taking Photo from Device FunctionalityVideo lesson
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59Introduction & Setting up the ProjectVideo lesson
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60Importing UI DependenciesVideo lesson
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61Building the UI - Part 1Video lesson
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62Building the UI - Part 2Video lesson
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63Building the UI - Part 3Video lesson
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64Configuring Image-PickerVideo lesson
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65Functions for Image-PickerVideo lesson
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66Creating State VariablesVideo lesson
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67Configuring TFliteVideo lesson
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68Building our Neural Network - Part 1Video lesson
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69Building our Neural Network - Part 2Video lesson
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70Building our Neural Network - Part 3Video lesson
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71Importing Neural Network to React-NativeVideo lesson
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72Making Predictions on User's Image - Part 1Video lesson
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73Making Predictions on User's Image - Part 2Video lesson
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