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TORRENT DETAILS
[ CourseWikia.com ] Machine Learning With Python 2024
TORRENT SUMMARY
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Language: English | Size: 2.71 GB | Duration: 8h 1m
Learn about Data Science and Machine Learning with Python! Including Numpy, Pandas, Matplotlib, Scikit-Learn and more!
What you'll learn
learn how to use data science and machine learning with Python.
Understand Machine Learning from top to bottom.
Learn NumPy for numerical processing with Python.
Create supervised machine learning algorithms to predict classes.
Requirements
No prior knowledge of machine learning required. Basic knowledge of Python
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FILE LIST
Filename
Size
~Get Your Files Here !/1 - Machine Learning With Python 2023/1 - Introduction to Course.mp4
12.4 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/10 - Introduction to Pandas Library.mp4
34.7 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/11 - Working with Pandas DataFrames.mp4
24.1 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/12 - Slicing and Indexing with Pandas.mp4
21.7 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/13 - Create DataFrame and Explore Dataset.mp4
75.2 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/14 - Data Analysis with Pandas DataFrame.mp4
98.5 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/15 - Other Useful Methods in Pandas Library.mp4
45.4 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/16 - Introduction to Matplotlib.mp4
15.8 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/17 - Customizing Line Plots.mp4
29.4 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/18 - Create Plot Using DataFrame.mp4
21.7 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/19 - Standard Scaler to Scale the Data.mp4
16 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/2 - What is Machine Learning.mp4
27.9 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/20 - Encoding Categorical Data.mp4
45.3 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/21 - Sklearn Pipeline and Column Transformer.mp4
36.7 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/22 - Evaluation Metrics in Sklearn.mp4
17.8 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/23 - Linear Regression.mp4
42.5 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/24 - Evaluation of Linear Regression Model.mp4
30 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/25 - Polynomial Regression.mp4
19.9 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/26 - Polynomial Regression Continued.mp4
95.9 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/27 - Sklearn Pipeline Polynomial Regression.mp4
62.3 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/28 - Decision Tree Classifier.mp4
36.8 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/29 - Decision Tree Evaluation.mp4
43.4 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/3 - Life Cycle.mp4
11 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/30 - Random Forest.mp4
18.9 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/31 - Support Vector Machines.mp4
91.4 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/32 - Kmeans Clustering.mp4
10.7 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/33 - KMeans Clustering Hands On.mp4
46.9 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/34 - Data Loading and Analysis.mp4
25.2 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/35 - Dimensionality Reduction with PCA.mp4
52.4 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/36 - Hyper Parameter Tuning.mp4
59.6 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/37 - Summary.mp4
3.7 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/4 - Introduction to Numpy Library.mp4
18.7 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/5 - Creating Arrays from Scratch.mp4
14.6 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/6 - Creating Arrays from Scratch Continued.mp4
16.7 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/7 - Array Indexing and Slicing.mp4
25.7 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/8 - Numpy Array Functions and Shape Modification.mp4
30.6 MB
~Get Your Files Here !/1 - Machine Learning With Python 2023/9 - Mathematical Operations on Numpy Arrays.mp4
23.1 MB
~Get Your Files Here !/2 - Machine Learning with Python Case Study Covid19 Mask Detector/38 - Introduction to Course.mp4
11.9 MB
~Get Your Files Here !/2 - Machine Learning with Python Case Study Covid19 Mask Detector/39 - Getting System Ready.mp4
52.8 MB
~Get Your Files Here !/2 - Machine Learning with Python Case Study Covid19 Mask Detector/40 - Read and Write Images.mp4
40.9 MB
~Get Your Files Here !/2 - Machine Learning with Python Case Study Covid19 Mask Detector/41 - Resize and Crop.mp4
36.4 MB
~Get Your Files Here !/2 - Machine Learning with Python Case Study Covid19 Mask Detector/42 - Working with Shapes.mp4
72 MB
~Get Your Files Here !/2 - Machine Learning with Python Case Study Covid19 Mask Detector/43 - Working with Text.mp4
10.2 MB
~Get Your Files Here !/2 - Machine Learning with Python Case Study Covid19 Mask Detector/44 - PreRequisite for Face Detection.mp4
71.7 MB
~Get Your Files Here !/2 - Machine Learning with Python Case Study Covid19 Mask Detector/45 - Detect the Face.mp4
51 MB
~Get Your Files Here !/2 - Machine Learning with Python Case Study Covid19 Mask Detector/46 - Introduction to Deep Learning with Tensorflow.mp4
65.5 MB
~Get Your Files Here !/2 - Machine Learning with Python Case Study Covid19 Mask Detector/47 - Model Building.mp4
59.5 MB
~Get Your Files Here !/2 - Machine Learning with Python Case Study Covid19 Mask Detector/48 - Training the Mask Detector.mp4
25.4 MB
~Get Your Files Here !/2 - Machine Learning with Python Case Study Covid19 Mask Detector/49 - Saving the Best Model.mp4
8.7 MB
~Get Your Files Here !/2 - Machine Learning with Python Case Study Covid19 Mask Detector/50 - Basic Front End Design of App.mp4
65.7 MB
~Get Your Files Here !/2 - Machine Learning with Python Case Study Covid19 Mask Detector/51 - File Upload Interface for App.mp4
49.6 MB
~Get Your Files Here !/2 - Machine Learning with Python Case Study Covid19 Mask Detector/52 - App Prep.mp4
87.8 MB
~Get Your Files Here !/2 - Machine Learning with Python Case Study Covid19 Mask Detector/53 - App Build and Testing.mp4
106.7 MB
~Get Your Files Here !/2 - Machine Learning with Python Case Study Covid19 Mask Detector/54 - AWS Deployment.mp4
103.9 MB
~Get Your Files Here !/2 - Machine Learning with Python Case Study Covid19 Mask Detector/55 - AWS Deployment Continued.mp4
26.3 MB
~Get Your Files Here !/3 - Machine Learning Python Case Study Diabetes Prediction/56 - Introduction to Pima Indians Diabetes Using Machine Learning.mp4
9.5 MB
~Get Your Files Here !/3 - Machine Learning Python Case Study Diabetes Prediction/57 - Installation of Anaconda.mp4
19.4 MB
~Get Your Files Here !/3 - Machine Learning Python Case Study Diabetes Prediction/58 - Installation of Libraries.mp4
24.7 MB
~Get Your Files Here !/3 - Machine Learning Python Case Study Diabetes Prediction/59 - Steps in Machine Learning.mp4
14.3 MB
~Get Your Files Here !/3 - Machine Learning Python Case Study Diabetes Prediction/60 - Dataset and Logistic Regression.mp4
35.2 MB
~Get Your Files Here !/3 - Machine Learning Python Case Study Diabetes Prediction/61 - Pima Classification.mp4
54.5 MB
~Get Your Files Here !/3 - Machine Learning Python Case Study Diabetes Prediction/62 - Exclude the Header.mp4
115.8 MB
~Get Your Files Here !/3 - Machine Learning Python Case Study Diabetes Prediction/63 - Conversion of String into Number.mp4
81.3 MB
~Get Your Files Here !/3 - Machine Learning Python Case Study Diabetes Prediction/64 - Split the Dataset.mp4
130 MB
~Get Your Files Here !/3 - Machine Learning Python Case Study Diabetes Prediction/65 - Check the ROC.mp4
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