DevCourseWeb com Udemy Android and Linear Regression House Price Prediction App

DevCourseWeb com Udemy Android and Linear Regression House Price Prediction App

Name	[ DevCourseWeb.com ] Udemy - Android and Linear Regression - House Price Prediction App	DOWNLOAD Copy Link
Total Size	2.9 GB
Total Files	63
Last Seen	2024-07-08 23:41
Hash	DEE4F9FC22388AFFB5C319507CC6B545748DA03F

/
Get Bonus Downloads Here.url	0.2 KB
/1. Introduction/
1. Introduction.mp4	22.2 MB
/.../10. Building House Price Prediction Android Application/
1. Setting Up Android Studio Project.mp4	24.5 MB
2. What we have done so far.mp4	88.3 MB
3. Data Normalization in Android.mp4	96.9 MB
4. Passing Input to house price prediction model in Android.mp4	69.4 MB
5. Testing house price prediction Android Application.mp4	38.3 MB
/.../2. Machine Learning & Deep Learning Introduction/
1. What is Machine Learning.mp4	13.1 MB
2. Supervised Machine Learning Regression & Classification.mp4	17.9 MB
3. Unsupervised Machine Learning & Reinforcement Learning.mp4	19.5 MB
4. Deep Learning and regression models training.mp4	53.5 MB
5. Basic Deep Learning Concepts.mp4	25.4 MB
/.../3. Python A simple overview/
1. Google Colab.mp4	53.3 MB
2. Python Introduction & its datatypes.mp4	77.8 MB
3. Lists in Python.mp4	59.2 MB
4. Dictionary and Tuples in Python.mp4	33.0 MB
5. Loops and Conditional Statements in Python.mp4	33.7 MB
6. File Handling In Python.mp4	37.7 MB
/.../4. Data Science Libraries Numpy, Pandas, Matplotlib/
1. Numpy Library.mp4	48.5 MB
2. Operations in Numpy.mp4	46.3 MB
3. Functions in Numpy.mp4	42.4 MB
4. Pandas library.mp4	32.2 MB
5. Loading CSV Files in Pandas.mp4	34.5 MB
6. Handling missing values in Pandas dataset.mp4	40.5 MB
7. Matplotlib library.mp4	29.8 MB
8. Images in Matplotlib.mp4	27.8 MB
/.../5. Tensorflow and Tensorflow Lite/
1. Tensorflow Variables & Constants.mp4	50.5 MB
2. Tensorflow Shapes & Ranks of Tensors.mp4	53.5 MB
3. Ragged Tesnors & Matrix Multiplication in Tensorflow.mp4	46.4 MB
4. Tensorflow Operations.mp4	19.2 MB
5. Random Values in Tensorflow.mp4	65.1 MB
6. Tensorflow Checkpoints Save ML models.mp4	30.8 MB
/.../6. Train a simple Regression Model and build Android Application/
1. Section Introduction.mp4	48.6 MB
2. Training a simple regression model for mobile devices.mp4	98.9 MB
3. Model Testing and Conversion into Tensorflow Lite.mp4	33.5 MB
4. Tensorflow Lite Model Training Overview.mp4	21.2 MB
5. Analysing trained tflite model.mp4	24.1 MB
6. Creating a new Android Studio Project and GUI of Application.mp4	98.6 MB
7. Adding Tensorflow Lite Library In Android & Loading Tensorflow Lite Model.mp4	97.8 MB
8. Passing Input to Tensorflow Lite Model in Android and Getting Output.mp4	67.4 MB
9. Using basic tflite regression model in Android overview.mp4	28.6 MB
/.../7. Fuel Efficiency Prediction Training an advance regression model/
1. Section Introduction.mp4	9.3 MB
2. Data Collection Finding Fuel Efficiency Prediction Dataset.mp4	51.8 MB
3. Loading Dataset in Python for Model Training.mp4	82.0 MB
4. Handling missing Values in Fuel Efficiency Prediction Dataset.mp4	35.0 MB
5. Handling Categorical Columns in Dataset for Model Training.mp4	48.9 MB
6. Dataset Normalization.mp4	29.3 MB
7. Training Fuel Efficiency Prediction Model in Tensorflow.mp4	77.0 MB
8. Testing Trained Model and converting it to Tensorflow Lite Model.mp4	48.2 MB
9. Training Fuel Efficiency Prediction Model Overview.mp4	53.3 MB
/.../8. Fuel Efficiency Prediction Android Application/
1. Setting up Android Application for fuel efficiency prediction.mp4	28.8 MB
2. Starter Application Overview.mp4	70.5 MB
3. Loading Tensorflow Lite models in Android.mp4	72.2 MB
4. Data Normalization in Android.mp4	90.2 MB
5. Passing input to Tensorflow Lite model in Android and getting output.mp4	65.5 MB
6. Testing fuel efficiency prediction android application.mp4	19.4 MB
7. Fuel Efficiency Prediction Android App Overview.mp4	37.6 MB
/.../9. Training a house price prediction Model/
1. Section Introduction.mp4	7.1 MB
2. Getting dataset for training house price prediction model.mp4	41.5 MB
3. Loading dataset for training tflite model.mp4	87.1 MB
4. Training & Evaluating house price prediction model.mp4	82.0 MB
5. Retraining House Price Prediction Model.mp4	49.2 MB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 63