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[ CourseWikia com ] Machine Learning With Python 2024
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1 - Machine Learning With Python 2023
1 - Introduction to Course.mp4
10 - Introduction to Pandas Library.mp4
11 - Working with Pandas DataFrames.mp4
12 - Slicing and Indexing with Pandas.mp4
13 - Create DataFrame and Explore Dataset.mp4
14 - Data Analysis with Pandas DataFrame.mp4
15 - Other Useful Methods in Pandas Library.mp4
16 - Introduction to Matplotlib.mp4
17 - Customizing Line Plots.mp4
18 - Create Plot Using DataFrame.mp4
19 - Standard Scaler to Scale the Data.mp4
2 - What is Machine Learning.mp4
20 - Encoding Categorical Data.mp4
21 - Sklearn Pipeline and Column Transformer.mp4
22 - Evaluation Metrics in Sklearn.mp4
23 - Linear Regression.mp4
24 - Evaluation of Linear Regression Model.mp4
25 - Polynomial Regression.mp4
26 - Polynomial Regression Continued.mp4
27 - Sklearn Pipeline Polynomial Regression.mp4
28 - Decision Tree Classifier.mp4
29 - Decision Tree Evaluation.mp4
3 - Life Cycle.mp4
30 - Random Forest.mp4
31 - Support Vector Machines.mp4
32 - Kmeans Clustering.mp4
33 - KMeans Clustering Hands On.mp4
34 - Data Loading and Analysis.mp4
35 - Dimensionality Reduction with PCA.mp4
36 - Hyper Parameter Tuning.mp4
37 - Summary.mp4
4 - Introduction to Numpy Library.mp4
5 - Creating Arrays from Scratch.mp4
6 - Creating Arrays from Scratch Continued.mp4
7 - Array Indexing and Slicing.mp4
8 - Numpy Array Functions and Shape Modification.mp4
9 - Mathematical Operations on Numpy Arrays.mp4
2 - Machine Learning with Python Case Study Covid19 Mask Detector
38 - Introduction to Course.mp4
39 - Getting System Ready.mp4
40 - Read and Write Images.mp4
41 - Resize and Crop.mp4
42 - Working with Shapes.mp4
43 - Working with Text.mp4
44 - PreRequisite for Face Detection.mp4
45 - Detect the Face.mp4
46 - Introduction to Deep Learning with Tensorflow.mp4
47 - Model Building.mp4
48 - Training the Mask Detector.mp4
49 - Saving the Best Model.mp4
50 - Basic Front End Design of App.mp4
51 - File Upload Interface for App.mp4
52 - App Prep.mp4
53 - App Build and Testing.mp4
54 - AWS Deployment.mp4
55 - AWS Deployment Continued.mp4
3 - Machine Learning Python Case Study Diabetes Prediction
56 - Introduction to Pima Indians Diabetes Using Machine Learning.mp4
57 - Installation of Anaconda.mp4
58 - Installation of Libraries.mp4
59 - Steps in Machine Learning.mp4
60 - Dataset and Logistic Regression.mp4
61 - Pima Classification.mp4
62 - Exclude the Header.mp4
63 - Conversion of String into Number.mp4
64 - Split the Dataset.mp4
65 - Check the ROC.mp4
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