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【影视】 [FreeCourseLab.me] Udemy - Complete Machine Learning and Data Science Zero to Mastery

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05 Data Science Environment Setup/038 Windows Environment Setup 2.mp4 238.7 MB
09 Scikit-learn Creating Machine Learning Models/101 Typical scikit-learn Workflow.mp4 199.4 MB
09 Scikit-learn Creating Machine Learning Models/102 Optional Debugging Warnings In Jupyter.mp4 184.7 MB
16 Career Advice Extra Bits/257 CWD Git Github.mp4 184.7 MB
09 Scikit-learn Creating Machine Learning Models/133 Tuning Hyperparameters.mp4 184.1 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/228 Training Your Deep Neural Network.mp4 174.7 MB
16 Career Advice Extra Bits/251 What If I Dont Have Enough Experience.mp4 168.8 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/170 Feature Engineering.mp4 166.9 MB
09 Scikit-learn Creating Machine Learning Models/139 Putting It All Together.mp4 166.0 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/230 Make And Transform Predictions.mp4 162.5 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/217 Turning Data Into Batches 2.mp4 156.6 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/171 Turning Data Into Numbers.mp4 153.3 MB
05 Data Science Environment Setup/035 Mac Environment Setup.mp4 151.4 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/233 Visualizing And Evaluate Model Predictions 2.mp4 150.8 MB
09 Scikit-learn Creating Machine Learning Models/109 Choosing The Right Model For Your Data.mp4 150.2 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/183 Feature Importance.mp4 149.2 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/237 Making Predictions On Test Images.mp4 147.7 MB
14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/236 Training Model On Full Dataset.mp4 146.6 MB
12 Milestone Project 2 Supervised Learning (Time Series Data)/181 Preproccessing Our Data.mp4 146.1 MB
11 Milestone Project 1 Supervised Learning (Classification)/151 Finding Patterns 3.mp4 144.6 MB

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【影视】 [FreeCourseLab.me] Udemy - Python required for Data Science and Machine Learning 2020

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6. Python Basics V/2. Topic 2.mp4 83.6 MB
8. Exploratory Data Analysis/2. Case Study - Topic 2.mp4 65.1 MB
6. Python Basics V/1. Topic 1.mp4 63.6 MB
3. Python Basics II/4. Topic 4.mp4 48.7 MB
7. Visualization Tools/2. Matplotlib - Topic 2.mp4 41.8 MB
5. Python Basics IV/1. Topic 1.mp4 34.9 MB
5. Python Basics IV/4. Topic 4.mp4 32.9 MB
3. Python Basics II/3. Topic 3.mp4 28.4 MB
1. Introduction/3. What is Machine Learning and Data Science.mp4 28.3 MB
5. Python Basics IV/2. Topic 2.mp4 27.4 MB
3. Python Basics II/2. Topic 2.mp4 26.7 MB
2. Python Basic I/4. Topic 2.mp4 22.3 MB
2. Python Basic I/2. Installation.mp4 21.3 MB
7. Visualization Tools/3. Seaborn- Topic 1.mp4 18.8 MB
5. Python Basics IV/3. Topic 3.srt 18.0 MB
5. Python Basics IV/3. Topic 3.mp4 18.0 MB
4. Python Basics III/1. Topic 1.mp4 17.0 MB
7. Visualization Tools/7. Seaborn- Topic 5.mp4 16.8 MB
4. Python Basics III/4. Topic 4.mp4 15.1 MB
8. Exploratory Data Analysis/1. Case Study - Topic 1.mp4 14.6 MB

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【影视】 Machine Learning in GIS Understand the Theory and Practice

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[TutsNode.com] - Machine Learning in GIS Understand the Theory and Practice/5. New Image classification in QGIS how to create training and run classification/1. Extra Training data collection for image classification based on Landsat images.mp4 324.3 MB
[TutsNode.com] - Machine Learning in GIS Understand the Theory and Practice/6. Machine Learning in Google Earth Engine/1. Supervised classification with Google Earth Engine.mp4 284.3 MB
[TutsNode.com] - Machine Learning in GIS Understand the Theory and Practice/4. Types of supervised & unsupervised machine learning and applications in GIS/3. Random Forest supervised classification of Sentinel-2 image.mp4 260.9 MB
[TutsNode.com] - Machine Learning in GIS Understand the Theory and Practice/4. Types of supervised & unsupervised machine learning and applications in GIS/4. Decision Trees classification of Sentinel-2 image.mp4 220.2 MB
[TutsNode.com] - Machine Learning in GIS Understand the Theory and Practice/8. Predictions and regression in GIS and deep learning for Big Data Analysis/3. Lab Use regression analysis in ArcGIS.mp4 174.1 MB
[TutsNode.com] - Machine Learning in GIS Understand the Theory and Practice/2. Installation of QGIS on your Computer/3. Exploring QGIS interface.mp4 162.6 MB
[TutsNode.com] - Machine Learning in GIS Understand the Theory and Practice/6. Machine Learning in Google Earth Engine/2. Import images and their visualization in Google Earth Engine.mp4 148.8 MB
[TutsNode.com] - Machine Learning in GIS Understand the Theory and Practice/7. Introduction to object-based machine learning in GIS and QGIS/3. Segmentation of high-resolution satellite image.mp4 148.1 MB
[TutsNode.com] - Machine Learning in GIS Understand the Theory and Practice/6. Machine Learning in Google Earth Engine/3. Unsupervised (K-means) image analysis in Google Earth Engine.mp4 108.8 MB
[TutsNode.com] - Machine Learning in GIS Understand the Theory and Practice/2. Installation of QGIS on your Computer/4. A power of QGIS - QGIS Plug-ins.mp4 104.5 MB
[TutsNode.com] - Machine Learning in GIS Understand the Theory and Practice/3. Introduction to Machine Learning in GIS/1. Introduction to Machine Learning.mp4 98.1 MB
[TutsNode.com] - Machine Learning in GIS Understand the Theory and Practice/2. Installation of QGIS on your Computer/2. Installing QGIS.mp4 91.0 MB
[TutsNode.com] - Machine Learning in GIS Understand the Theory and Practice/1. Introduction to the course, GIS and Remote Sensing/4. Introduction to Remote Sensing applications.mp4 84.8 MB
[TutsNode.com] - Machine Learning in GIS Understand the Theory and Practice/4. Types of supervised & unsupervised machine learning and applications in GIS/1. Supervised and Unsupervised Learning (classification) in GIS and Remote Sensing.mp4 74.9 MB
[TutsNode.com] - Machine Learning in GIS Understand the Theory and Practice/9. Final Project Machine Learning for GIS on cloud (Google Earth Engine)/1. Project assignment.mp4 73.6 MB
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