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Udemy - Android And Linear Regression - House Price Prediction App
TORRENT SUMMARY
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Train regression models for Android | Use regression models in Android | Tensorflow Lite models integration in Android
What you'll learn
Train linear regression models for Android Applications
Integrate regression models in Android Applications
Use of Tensorflow Lite models in Android
Train Any Prediction Model & use it in Android Applications
Data Collection & Preprocessing for model training
Basics of Machine Learning & Deep Learning
Understand the working of artificial neural networks for model training
Basic syntax of python programming language
Use of data science libraries like numpy, pandas and matplotlib
Analysing & using advance regression models in Android Applications
Requirements
Android studio installed in your PC
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/1. Introduction.mp4
21.1 MB
~Get Your Files Here !/10. Building House Price Prediction Android Application/1. Setting Up Android Studio Project.mp4
23.4 MB
~Get Your Files Here !/10. Building House Price Prediction Android Application/2. What we have done so far.mp4
84.2 MB
~Get Your Files Here !/10. Building House Price Prediction Android Application/3. Data Normalization in Android.mp4
92.4 MB
~Get Your Files Here !/10. Building House Price Prediction Android Application/4. Passing Input to house price prediction model in Android.mp4
66.2 MB
~Get Your Files Here !/10. Building House Price Prediction Android Application/5. Testing house price prediction Android Application.mp4
36.5 MB
~Get Your Files Here !/2. Machine Learning & Deep Learning Introduction/1. What is Machine Learning.mp4
12.5 MB
~Get Your Files Here !/2. Machine Learning & Deep Learning Introduction/2. Supervised Machine Learning Regression & Classification.mp4
17.1 MB
~Get Your Files Here !/2. Machine Learning & Deep Learning Introduction/3. Unsupervised Machine Learning & Reinforcement Learning.mp4
18.6 MB
~Get Your Files Here !/2. Machine Learning & Deep Learning Introduction/4. Deep Learning and regression models training.mp4
51 MB
~Get Your Files Here !/2. Machine Learning & Deep Learning Introduction/5. Basic Deep Learning Concepts.mp4
24.3 MB
~Get Your Files Here !/3. Python A simple overview/1. Google Colab.mp4
50.9 MB
~Get Your Files Here !/3. Python A simple overview/2. Python Introduction & its datatypes.mp4
74.2 MB
~Get Your Files Here !/3. Python A simple overview/3. Lists in Python.mp4
56.4 MB
~Get Your Files Here !/3. Python A simple overview/4. Dictionary and Tuples in Python.mp4
31.5 MB
~Get Your Files Here !/3. Python A simple overview/5. Loops and Conditional Statements in Python.mp4
32.1 MB
~Get Your Files Here !/3. Python A simple overview/6. File Handling In Python.mp4
35.9 MB
~Get Your Files Here !/4. Data Science Libraries Numpy, Pandas, Matplotlib/1. Numpy Library.mp4
46.2 MB
~Get Your Files Here !/4. Data Science Libraries Numpy, Pandas, Matplotlib/2. Operations in Numpy.mp4
44.2 MB
~Get Your Files Here !/4. Data Science Libraries Numpy, Pandas, Matplotlib/3. Functions in Numpy.mp4
40.4 MB
~Get Your Files Here !/4. Data Science Libraries Numpy, Pandas, Matplotlib/4. Pandas library.mp4
30.7 MB
~Get Your Files Here !/4. Data Science Libraries Numpy, Pandas, Matplotlib/5. Loading CSV Files in Pandas.mp4
32.9 MB
~Get Your Files Here !/4. Data Science Libraries Numpy, Pandas, Matplotlib/6. Handling missing values in Pandas dataset.mp4
38.7 MB
~Get Your Files Here !/4. Data Science Libraries Numpy, Pandas, Matplotlib/7. Matplotlib library.mp4
28.5 MB
~Get Your Files Here !/4. Data Science Libraries Numpy, Pandas, Matplotlib/8. Images in Matplotlib.mp4
26.5 MB
~Get Your Files Here !/5. Tensorflow and Tensorflow Lite/1. Tensorflow Variables & Constants.mp4
48.2 MB
~Get Your Files Here !/5. Tensorflow and Tensorflow Lite/2. Tensorflow Shapes & Ranks of Tensors.mp4
51 MB
~Get Your Files Here !/5. Tensorflow and Tensorflow Lite/3. Ragged Tesnors & Matrix Multiplication in Tensorflow.mp4
44.2 MB
~Get Your Files Here !/5. Tensorflow and Tensorflow Lite/4. Tensorflow Operations.mp4
18.3 MB
~Get Your Files Here !/5. Tensorflow and Tensorflow Lite/5. Random Values in Tensorflow.mp4
62 MB
~Get Your Files Here !/5. Tensorflow and Tensorflow Lite/6. Tensorflow Checkpoints Save ML models.mp4
29.4 MB
~Get Your Files Here !/6. Train a simple Regression Model and build Android Application/1. Section Introduction.mp4
46.3 MB
~Get Your Files Here !/6. Train a simple Regression Model and build Android Application/2. Training a simple regression model for mobile devices.mp4
94.3 MB
~Get Your Files Here !/6. Train a simple Regression Model and build Android Application/3. Model Testing and Conversion into Tensorflow Lite.mp4
32 MB
~Get Your Files Here !/6. Train a simple Regression Model and build Android Application/4. Tensorflow Lite Model Training Overview.mp4
20.2 MB
~Get Your Files Here !/6. Train a simple Regression Model and build Android Application/5. Analysing trained tflite model.mp4
22.9 MB
~Get Your Files Here !/6. Train a simple Regression Model and build Android Application/6. Creating a new Android Studio Project and GUI of Application.mp4
94 MB
~Get Your Files Here !/6. Train a simple Regression Model and build Android Application/7. Adding Tensorflow Lite Library In Android & Loading Tensorflow Lite Model.mp4
93.3 MB
~Get Your Files Here !/6. Train a simple Regression Model and build Android Application/8. Passing Input to Tensorflow Lite Model in Android and Getting Output.mp4
64.3 MB
~Get Your Files Here !/6. Train a simple Regression Model and build Android Application/9. Using basic tflite regression model in Android overview.mp4
27.3 MB
~Get Your Files Here !/7. Fuel Efficiency Prediction Training an advance regression model/1. Section Introduction.mp4
8.9 MB
~Get Your Files Here !/7. Fuel Efficiency Prediction Training an advance regression model/2. Data Collection Finding Fuel Efficiency Prediction Dataset.mp4
49.4 MB
~Get Your Files Here !/7. Fuel Efficiency Prediction Training an advance regression model/3. Loading Dataset in Python for Model Training.mp4
78.2 MB
~Get Your Files Here !/7. Fuel Efficiency Prediction Training an advance regression model/4. Handling missing Values in Fuel Efficiency Prediction Dataset.mp4
33.3 MB
~Get Your Files Here !/7. Fuel Efficiency Prediction Training an advance regression model/5. Handling Categorical Columns in Dataset for Model Training.mp4
46.6 MB
~Get Your Files Here !/7. Fuel Efficiency Prediction Training an advance regression model/6. Dataset Normalization.mp4
28 MB
~Get Your Files Here !/7. Fuel Efficiency Prediction Training an advance regression model/7. Training Fuel Efficiency Prediction Model in Tensorflow.mp4
73.4 MB
~Get Your Files Here !/7. Fuel Efficiency Prediction Training an advance regression model/8. Testing Trained Model and converting it to Tensorflow Lite Model.mp4
46 MB
~Get Your Files Here !/7. Fuel Efficiency Prediction Training an advance regression model/9. Training Fuel Efficiency Prediction Model Overview.mp4
50.8 MB
~Get Your Files Here !/8. Fuel Efficiency Prediction Android Application/1. Setting up Android Application for fuel efficiency prediction.mp4
27.5 MB
~Get Your Files Here !/8. Fuel Efficiency Prediction Android Application/2. Starter Application Overview.mp4
67.3 MB
~Get Your Files Here !/8. Fuel Efficiency Prediction Android Application/3. Loading Tensorflow Lite models in Android.mp4
68.8 MB
~Get Your Files Here !/8. Fuel Efficiency Prediction Android Application/4. Data Normalization in Android.mp4
86 MB
~Get Your Files Here !/8. Fuel Efficiency Prediction Android Application/5. Passing input to Tensorflow Lite model in Android and getting output.mp4
62.5 MB
~Get Your Files Here !/8. Fuel Efficiency Prediction Android Application/6. Testing fuel efficiency prediction android application.mp4
18.5 MB
~Get Your Files Here !/8. Fuel Efficiency Prediction Android Application/7. Fuel Efficiency Prediction Android App Overview.mp4
35.8 MB
~Get Your Files Here !/9. Training a house price prediction Model/1. Section Introduction.mp4
6.8 MB
~Get Your Files Here !/9. Training a house price prediction Model/2. Getting dataset for training house price prediction model.mp4
39.6 MB
~Get Your Files Here !/9. Training a house price prediction Model/3. Loading dataset for training tflite model.mp4
83.1 MB
~Get Your Files Here !/9. Training a house price prediction Model/4. Training & Evaluating house price prediction model.mp4
78.2 MB
~Get Your Files Here !/9. Training a house price prediction Model/5. Retraining House Price Prediction Model.mp4
