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6. Classification in Machine Learning.mp4
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~Get Your Files Here !
1 - Introduction to Machine Learning
10 - Feature Engineering
11 - Saving & Loading Models
12 - Practical ML Projects
13 - Deployment Basics
14 - Best Practices & ML Workflow
15 - Interview Preparation
2 - Python for Machine Learning
3 - ML Libraries in Python
4 - Data Handling & Preprocessing
5 - Exploratory Data Analysis (EDA)
6 - Supervised Learning - Regression
7 - Supervised Learning - Classification
28. Logistic Regression.mp4
MP4
25.6 MB
29. K-Nearest Neighbors.mp4
MP4
36.6 MB
30. Decision Trees.mp4
MP4
15.7 MB
31. Random Forest.mp4
MP4
20 MB
32. Model Evaluation Metrics Accuracy, Precision, Recall, F1 Score.mp4
MP4
46.5 MB
8 - Model Evaluation & Validation
33. Confusion Matrix.mp4
MP4
55.3 MB
34. Cross-Validation.mp4
MP4
29.8 MB
35. Overfitting, Underfitting, Bias-Variance Tradeoff.mp4
MP4
23.6 MB
9 - Unsupervised Learning
36. K-Means Clustering.mp4
MP4
16.7 MB
37. Hierarchical Clustering.mp4
MP4
24.1 MB
38. Principal Component Analysis.mp4
MP4
26.6 MB
11 matching files, 66 total files.
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1 - Introduction to Machine Learning
10 - Support Vector Machines
11 - K Nearest Neighbors for Classification and Regression
12 - Decision Tree Classifier Algorithm
13 - Random Forest Classifier Algorithm
14 - Naive Bayes Algorithm
15 - Resources
Notebooks
16 - KMeans Clustering
2 - Types of Machine Learning
3 - The Machine Learning Pipeline
4 - Numpy Library
5 - Pandas Library
6 - Analysis of Datasets using Pandas and Matplotlib Library
7 - The Scikitlearn Library and Preprocessing Techniques
8 - Supervised Learning Linear Regression
9 - Logistic Regression for Classification Problems
41 - 38 The Sigmoid function in Logistic Regression.mp4
MP4
24 MB
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1 - Introduction
2 - Data Handling with Pandas in Python
3 - Data Visualization in Python
4 - Data summary descriptive and inferential statistic
5 - Data Management for Machine Learning in Python
6 - Classification Models in Python - LR, DT, KNN, SVM, RF
25. Libraries for Classification Models in Python.mp4
MP4
18.5 MB
26. Logistic Regression Classifier in Python.mp4
MP4
50.5 MB
27. Random Forest Classifier in Python.mp4
MP4
35.1 MB
28. Build Multiple Classification Models in Python.mp4
MP4
59.1 MB
4 matching files, 63 total files.
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6. Classification in Machine Learning.mp4
MP4
66.79 MB
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~Get Your Files Here !
1 - Introduction
Logistic Regression in Python
Data Files
Others
Presentation
10 - Knearest Neighbors Classifier
11 - Understanding The Results
12 - Appendix 1 Linear Regression In Python
ML Practical task 3
ML Task 1
ML Task 2
13 - Congratulations About Your Certificate
2 - Introduction To Machine Learning
3 - Basics Of Statistics
4 - Setting Up Python And Jupyter Notebook
5 - Important Python Libraries
6 - Data Preprocessing
7 - Classification Models
47 - Three Classifiers And The Problem Statement.mp4
MP4
31.8 MB
48 - Why Cant We Use Linear Regression.mp4
MP4
28 MB
49 - Logistic Regression.mp4
MP4
55 MB
50 - Training A Simple Logistic Model In Python.mp4
MP4
76.1 MB
52 - Result Of Simple Logistic Regression.mp4
MP4
44.3 MB
53 - Logistic With Multiple Predictors.mp4
MP4
13.6 MB
54 - Training Multiple Predictor Logistic Model In Python.mp4
MP4
40.9 MB
56 - Confusion Matrix.mp4
MP4
40.1 MB
57 - Creating Confusion Matrix In Python.mp4
MP4
75.4 MB
58 - Evaluating Performance Of Model.mp4
MP4
60.1 MB
59 - Evaluating Model Performance In Python.mp4
MP4
14.4 MB
8 - Linear Discriminant Analysis Lda
61 - Linear Discriminant Analysis.mp4
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67.7 MB
62 - Lda In Python.mp4
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17 MB
9 - Testtrain Split
64 - Testtrain Split.mp4
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64.6 MB
66 - Testtrain Split In Python.mp4
MP4
52.4 MB
15 matching files, 151 total files.
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access_time 1 month ago
Learn Machine Learning 10 Projects In Finance & Health Care
[TutsNode.com] - Learn Machine Learning 10 Projects In Finance & Health Care
6. DNA Classification of Humans And Chimpanzee
6. Model building human data.mp4
MP4
113.43 MB
7. Model building chimp data.mp4
MP4
104.03 MB
4. EDA Human data.mp4
MP4
48.74 MB
1. Introduction to DNA classification.mp4
MP4
36.35 MB
3. Importing libraries.mp4
MP4
31.19 MB
5. EDA chimp data.mp4
MP4
16.59 MB
6 matching files, 136 total files.
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