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TORRENT DETAILS
[FreeCourseLab.com] Udemy - Machine Learning Using Python
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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.
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FILE LIST
Filename
Size
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
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