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[FreeCourseLab.com] Udemy - Machine Learning using Python

[FreeCourseLab.com] Udemy - Machine Learning using Python

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1.6 GB
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0
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3
Files
24
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Added
at 11:23am GMT+1
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a476f19cf822cab40eb122e7f526851851de786c
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Description
Udemy - Machine Learning using Python



Machine learning is a scientific discipline that explores the construction and study of algorithms that can learn from data. Such algorithms operate by building a model from example inputs and using that to make predictions or decisions, rather than following strictly static program instructions. Machine learning is closely related to and often overlaps with computational statistics; a discipline that also specializes in prediction-making.

File list
  • [FreeCourseLab.com] Udemy - Machine Learning using Python
  • 1. Introduction/1. Introduction Machine Learning Using Python.mp4 48.7 MB
  • 2. Usage of Machine Learning Packages in Python/1. Installation of Python.mp4 68.6 MB
  • 2. Usage of Machine Learning Packages in Python/2. Example of Machine Learning Using Python.mp4 70.2 MB
  • 2. Usage of Machine Learning Packages in Python/3. Example of Machine Learning Using Python Continues.mp4 34.5 MB
  • 3. Linear Regression/1. Linear Regression in ML.mp4 82.9 MB
  • 3. Linear Regression/2. Linear Regression Example.mp4 64.7 MB
  • 3. Linear Regression/3. Linear Regression Example Continues.mp4 79.7 MB
  • 3. Linear Regression/4. Support Vector Algorithm in ML.mp4 81.5 MB
  • 4. Classifier and Python Package/1. Decision Tree Classifier.mp4 65 MB
  • 4. Classifier and Python Package/2. Random Forest Classification.mp4 56.3 MB
  • 4. Classifier and Python Package/3. K Mean Clustering.mp4 67.2 MB
  • 4. Classifier and Python Package/4. Apriori Python Package.mp4 74.5 MB
  • 4. Classifier and Python Package/5. Apriori Python Package Continues.mp4 74.5 MB
  • 5. Evaluation Metrics/1. Evaluation Metrics.mp4 60.3 MB
  • 5. Evaluation Metrics/2. Example of Evaluation Metrics.mp4 97.8 MB
  • 5. Evaluation Metrics/3. Confusion Matix in Evaluation Metrics.mp4 55.6 MB
  • 5. Evaluation Metrics/4. Classification Reports in Evaluation Metrics.mp4 116.8 MB
  • 5. Evaluation Metrics/5. Example of MAE, MSE and Variance using Evaluation Metrics.mp4 74.9 MB
  • 5. Evaluation Metrics/6. Sea Born Example using Evaluation Metrics.mp4 63.5 MB
  • 5. Evaluation Metrics/7. Scatter Matrix using Evaluation Metrics.mp4 33.8 MB
  • 6. Missing Value/1. Handling Missing Values in Python.mp4 63.6 MB
  • 6. Missing Value/2. Handling Missing Values in Python Continues.mp4 72.3 MB
  • 6. Missing Value/3. Exception Handling in Python.mp4 56.4 MB
  • 6. Missing Value/4. More on Exception Handling in Python.mp4 58.7 MB

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