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100 - Implementing Random Forests from scratch Part 1.mp4 |
202.54MB |
100 - Implementing Random Forests from scratch Part 1 English.vtt |
25.64KB |
101 |
492.85KB |
101 - Implementing Random Forests from scratch Part 2.mp4 |
50.50MB |
101 - Implementing Random Forests from scratch Part 2 English.vtt |
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102 |
14.13KB |
102 - Compare with sklearn implementation.mp4 |
27.65MB |
102 - Compare with sklearn implementation English.vtt |
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103 |
370.64KB |
103 - Random Forests HyperParameters.mp4 |
39.66MB |
103 - Random Forests HyperParameters English.vtt |
5.21KB |
104 |
451.01KB |
104 - Random Forests Pros and Cons.mp4 |
19.69MB |
104 - Random Forests Pros and Cons English.vtt |
6.78KB |
105 |
322.24KB |
105 - What is Boosting.mp4 |
35.43MB |
105 - What is Boosting English.vtt |
5.89KB |
106 |
449.69KB |
106 - AdaBoost Part 1.mp4 |
25.52MB |
106 - AdaBoost Part 1 English.vtt |
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107 |
54.83KB |
107 - AdaBoost Part 2.mp4 |
85.94MB |
107 - AdaBoost Part 2 English.vtt |
17.67KB |
108 |
538.47KB |
108 - SVMipynb |
637.42KB |
108 - SVM Outline.mp4 |
35.30MB |
108 - SVM Outline English.vtt |
6.37KB |
109 |
588.17KB |
109 - SVM intuition.mp4 |
48.86MB |
109 - SVM intuition English.vtt |
13.56KB |
10 - What is Machine Learning.mp4 |
83.41MB |
10 - What is Machine Learning English.vtt |
19.68KB |
11 |
33.74KB |
110 |
788.26KB |
110 - Hard vs Soft Margins.mp4 |
65.63MB |
110 - Hard vs Soft Margins English.vtt |
16.01KB |
111 |
967.72KB |
111 - C hyperparameter.mp4 |
21.05MB |
111 - C hyperparameter English.vtt |
4.83KB |
112 |
319.91KB |
112 - Kernel Trick.mp4 |
77.04MB |
112 - Kernel Trick English.vtt |
15.43KB |
113 |
587.17KB |
113 - SVM Kernel Types.mp4 |
126.37MB |
113 - SVM Kernel Types English.vtt |
22.57KB |
113 - SVM RBF Visualization.txt |
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113 - SVM with polynomial kernel visualization.txt |
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114 |
649.75KB |
114 - SVM with Linear Dataset Iris.mp4 |
101.55MB |
114 - SVM with Linear Dataset Iris English.vtt |
16.85KB |
115 |
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115 - SVM with Nonlinear Dataset.mp4 |
111.54MB |
115 - SVM with Nonlinear Dataset English.vtt |
15.52KB |
116 |
603.58KB |
116 - SVM with Regression.mp4 |
24.99MB |
116 - SVM with Regression English.vtt |
6.88KB |
117 |
668.45KB |
117 - Kaggle Gender Recognition by Voice and Speech Analysis.txt |
49B |
117 - Project Voice Gender Recognition using SVM.mp4 |
39.60MB |
117 - Project Voice Gender Recognition using SVM English.vtt |
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118 |
142.78KB |
118 - UnsupervisedLearning.pdf |
636.55KB |
118 - Unsupervised Machine Learning Intro.mp4 |
100.92MB |
118 - Unsupervised Machine Learning Intro English.vtt |
25.77KB |
119 |
153.06KB |
119 - Unsupervised Machine Learning Continued.mp4 |
83.12MB |
119 - Unsupervised Machine Learning Continued English.vtt |
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11 - Machine Learning Concepts & Algorithms.mp4 |
77.97MB |
11 - Machine Learning Concepts & Algorithms English.vtt |
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120 |
862.71KB |
120 - Data Standardization.mp4 |
109.61MB |
120 - Data Standardization English.vtt |
24.74KB |
121 |
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121 - PCAipynb |
3.28MB |
121 - PCA Section Overview.mp4 |
31.76MB |
121 - PCA Section Overview English.vtt |
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122 |
75.97KB |
122 - What is PCA.mp4 |
47.26MB |
122 - What is PCA English.vtt |
12.35KB |
123 |
564.51KB |
123 - PCA Drawbacks.mp4 |
19.43MB |
123 - PCA Drawbacks English.vtt |
4.26KB |
124 |
703.74KB |
124 - Linear Algebra Refresher.txt |
43B |
124 - PCA Algorithm Steps Mathematics.mp4 |
57.72MB |
124 - PCA Algorithm Steps Mathematics English.vtt |
15.86KB |
124 - Principal components eigenvectors.txt |
43B |
125 |
947.62KB |
125 - Covariance Matrix vs SVD.mp4 |
38.74MB |
125 - Covariance Matrix vs SVD English.vtt |
5.74KB |
125 - SVD details.txt |
127B |
126 |
73.94KB |
126 - PCA Main Applications.mp4 |
10.04MB |
126 - PCA Main Applications English.vtt |
3.43KB |
127 |
384.41KB |
127 - cat.png |
120.24KB |
127 - Compression Ratio.txt |
99B |
127 - PCA Image Compression.mp4 |
249.91MB |
127 - PCA Image Compression English.vtt |
33.51KB |
128 |
658.74KB |
128 - PCA Data Preprocessing.mp4 |
120.45MB |
128 - PCA Data Preprocessing English.vtt |
17.90KB |
129 |
919.93KB |
129 - PCA Biplot and the Screen Plot.mp4 |
135.59MB |
129 - PCA Biplot and the Screen Plot English.vtt |
22.22KB |
129 - USArrests.csv |
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12 - What is Deep Learning.mp4 |
77.80MB |
12 - What is Deep Learning English.vtt |
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130 |
296.96KB |
130 - PCA Feature Scaling and Screen Plot.mp4 |
68.20MB |
130 - PCA Feature Scaling and Screen Plot English.vtt |
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131 |
443.11KB |
131 - PCA Supervised vs Unsupervised.mp4 |
35.78MB |
131 - PCA Supervised vs Unsupervised English.vtt |
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132 |
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132 - PCA Visualization.mp4 |
68.01MB |
132 - PCA Visualization English.vtt |
9.34KB |
133 |
121.10KB |
133 - Creating A Data Science Resume.mp4 |
37.07MB |
133 - Creating A Data Science Resume English.vtt |
9.15KB |
134 |
980.97KB |
134 - Data Science Cover Letter.mp4 |
22.95MB |
134 - Data Science Cover Letter English.vtt |
5.17KB |
135 |
111.79KB |
135 - How to Contact Recruiters.mp4 |
24.64MB |
135 - How to Contact Recruiters English.vtt |
6.37KB |
136 |
771.13KB |
136 - Getting Started with Freelancing.mp4 |
30.24MB |
136 - Getting Started with Freelancing English.vtt |
6.12KB |
137 |
944.13KB |
137 - Top Freelance Websites.mp4 |
29.54MB |
137 - Top Freelance Websites English.vtt |
7.36KB |
138 |
257.15KB |
138 - Personal Branding.mp4 |
30.48MB |
138 - Personal Branding English.vtt |
5.55KB |
139 |
214.84KB |
139 - Networking Dos and Donts.mp4 |
23.69MB |
139 - Networking Dos and Donts English.vtt |
5.40KB |
13 - Machine Learning vs Deep Learning.mp4 |
75.91MB |
13 - Machine Learning vs Deep Learning English.vtt |
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401.78KB |
140 |
740.65KB |
140 - Importance of a Website.mp4 |
15.36MB |
140 - Importance of a Website English.vtt |
4.14KB |
14 - What is Programming.mp4 |
18.35MB |
14 - What is Programming English.vtt |
7.92KB |
15 |
851.00KB |
15 - ImportingPythonData.pdf |
61.55KB |
15 - PythonBasics.pdf |
127.71KB |
15 - Why Python for Data Science.mp4 |
16.31MB |
15 - Why Python for Data Science English.vtt |
5.96KB |
16 |
459.09KB |
16 - JupyterNotebook.pdf |
307.15KB |
16 - What is Jupyter.mp4 |
14.57MB |
16 - What is Jupyter English.vtt |
5.18KB |
17 |
77.60KB |
17 - What is Google Colab.mp4 |
8.25MB |
17 - What is Google Colab English.vtt |
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18 |
304.34KB |
18 - Python Variables Booleans and None.mp4 |
38.25MB |
18 - Python Variables Booleans and None English.vtt |
13.11KB |
19 |
28.67KB |
19 - Getting Started with Google Colab.mp4 |
35.09MB |
19 - Getting Started with Google Colab English.vtt |
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1 - Who is This Course For.mp4 |
17.16MB |
1 - Who is This Course For English.vtt |
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20 - Python Operators.mp4 |
86.76MB |
20 - Python Operators English.vtt |
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21 - Python Numbers & Booleans.mp4 |
25.60MB |
21 - Python Numbers & Booleans English.vtt |
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22 - Python Strings.mp4 |
56.27MB |
22 - Python Strings English.vtt |
14.06KB |
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244.21KB |
23 - Python Conditional Statements.mp4 |
54.60MB |
23 - Python Conditional Statements English.vtt |
15.79KB |
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60.39KB |
24 - Python For Loops and While Loops.mp4 |
25.60MB |
24 - Python For Loops and While Loops English.vtt |
9.36KB |
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742.56KB |
25 - Python Lists.mp4 |
21.43MB |
25 - Python Lists English.vtt |
6.21KB |
26 |
604.93KB |
26 - More about Lists.mp4 |
60.41MB |
26 - More about Lists English.vtt |
17.30KB |
27 |
904.66KB |
27 - Is it possible to have autocomplete in a notebook in Google Colab.txt |
110B |
27 - Python Tuples.mp4 |
54.53MB |
27 - Python Tuples English.vtt |
12.81KB |
28 |
756.62KB |
28 - Python Dictionaries.mp4 |
104.17MB |
28 - Python Dictionaries English.vtt |
23.71KB |
28 - Python Official Docs on Dictionaries.txt |
67B |
29 |
201.37KB |
29 - Python Sets.mp4 |
29.43MB |
29 - Python Sets English.vtt |
11.51KB |
2 - Data Science Machine Learning Marketplace.mp4 |
46.94MB |
2 - Data Science Machine Learning Marketplace English.vtt |
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30 - Compound Data Types & When to use each one.mp4 |
47.06MB |
30 - Compound Data Types & When to use each one English.vtt |
15.29KB |
31 |
31.45KB |
31 - Python Functions.mp4 |
62.51MB |
31 - Python Functions English.vtt |
18.07KB |
32 |
205.71KB |
32 - Object Oriented Programming in Python.mp4 |
70.25MB |
32 - Object Oriented Programming in Python English.vtt |
22.15KB |
33 |
987.41KB |
33 - Intro To Statistics.mp4 |
21.23MB |
33 - Intro To Statistics English.vtt |
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34 |
639.55KB |
34 - Descriptive Statistics.mp4 |
21.47MB |
34 - Descriptive Statistics English.vtt |
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35 - Measure of Variability.mp4 |
38.20MB |
35 - Measure of Variability English.vtt |
15.82KB |
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36 - Measure of Variability Continued.mp4 |
34.60MB |
36 - Measure of Variability Continued English.vtt |
11.71KB |
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37 - Measures of Variable Relationship.mp4 |
23.56MB |
37 - Measures of Variable Relationship English.vtt |
9.52KB |
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38 - Inferential Statistics.mp4 |
45.00MB |
38 - Inferential Statistics English.vtt |
19.41KB |
39 |
820.11KB |
39 - Measure of Asymmetry.mp4 |
6.75MB |
39 - Measure of Asymmetry English.vtt |
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3 - Data Science Job Opportunities.mp4 |
29.41MB |
3 - Data Science Job Opportunities English.vtt |
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40 - Sampling Distribution.mp4 |
26.45MB |
40 - Sampling Distribution English.vtt |
9.03KB |
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41 - What Exactly is Probability.mp4 |
27.16MB |
41 - What Exactly is Probability English.vtt |
5.66KB |
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379.93KB |
42 - Expected Values.mp4 |
14.71MB |
42 - Expected Values English.vtt |
3.55KB |
43 |
429.60KB |
43 - Relative Frequency.mp4 |
32.69MB |
43 - Relative Frequency English.vtt |
7.36KB |
44 |
39.64KB |
44 - Hypothesis Testing Overview.mp4 |
60.58MB |
44 - Hypothesis Testing Overview English.vtt |
12.48KB |
45 |
500.60KB |
45 - Intro NumPy Array Data Types.mp4 |
34.67MB |
45 - Intro NumPy Array Data Types English.vtt |
16.09KB |
45 - NumPyBasics.pdf |
77.10KB |
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430.86KB |
46 - NumPy Arrays.mp4 |
32.32MB |
46 - NumPy Arrays English.vtt |
9.75KB |
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600.20KB |
47 - NumPy Arrays Basics.mp4 |
39.97MB |
47 - NumPy Arrays Basics English.vtt |
14.71KB |
48 |
286.84KB |
48 - NumPy Array Indexing.mp4 |
34.74MB |
48 - NumPy Array Indexing English.vtt |
12.27KB |
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750.84KB |
49 - NumPy Array Computations.mp4 |
16.96MB |
49 - NumPy Array Computations English.vtt |
7.55KB |
4 - Data Science Job Roles.mp4 |
79.80MB |
4 - Data Science Job Roles English.vtt |
13.70KB |
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39B |
50 |
135.12KB |
50 - Broadcasting.mp4 |
17.86MB |
50 - Broadcasting English.vtt |
5.59KB |
51 |
408.01KB |
51 - Introduction to Pandas.mp4 |
46.83MB |
51 - Introduction to Pandas English.vtt |
19.54KB |
51 - Pandas.pdf |
110.18KB |
51 - PandasBasics.pdf |
77.06KB |
52 |
476.84KB |
52 - Introduction to Pandas Continued.mp4 |
71.09MB |
52 - Introduction to Pandas Continued English.vtt |
23.47KB |
53 |
452.16KB |
53 - Data Visualization Overview.mp4 |
73.08MB |
53 - Data Visualization Overview English.vtt |
32.04KB |
54 |
510.82KB |
54 - Different Data Visualization Libraries in Python.mp4 |
41.10MB |
54 - Different Data Visualization Libraries in Python English.vtt |
16.13KB |
55 |
623.28KB |
55 - Python Data Visualization Implementation.mp4 |
27.43MB |
55 - Python Data Visualization Implementation English.vtt |
10.96KB |
56 |
147.12KB |
56 - Introduction To Machine Learning.mp4 |
98.70MB |
56 - Introduction To Machine Learning English.vtt |
32.35KB |
56 - SupervisedLearning.pdf |
836.74KB |
57 |
265.59KB |
57 - Exploratory Data Analysis.mp4 |
50.56MB |
57 - Exploratory Data Analysis English.vtt |
16.80KB |
58 |
760.38KB |
58 - Feature Scaling.mp4 |
19.37MB |
58 - Feature Scaling English.vtt |
10.21KB |
59 |
964.32KB |
59 - Data Cleaning.mp4 |
30.21MB |
59 - Data Cleaning English.vtt |
10.18KB |
5 - What is a Data Scientist.mp4 |
127.46MB |
5 - What is a Data Scientist English.vtt |
23.27KB |
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60 |
63.74KB |
60 - Feature Engineering.mp4 |
18.41MB |
60 - Feature Engineering English.vtt |
8.31KB |
61 |
173.71KB |
61 - Linear Regression Intro.mp4 |
30.79MB |
61 - Linear Regression Intro English.vtt |
10.71KB |
62 |
21.56KB |
62 - Gradient Descent.mp4 |
15.93MB |
62 - Gradient Descent English.vtt |
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63 |
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63 - Linear Regression Correlation Methods.mp4 |
110.38MB |
63 - Linear Regression Correlation Methods English.vtt |
33.74KB |
64 |
1006.71KB |
64 - Linear Regression Implementation.mp4 |
17.85MB |
64 - Linear Regression Implementation English.vtt |
6.01KB |
65 |
919.10KB |
65 - Logistic Regression.mp4 |
8.89MB |
65 - Logistic Regression English.vtt |
4.34KB |
66 |
32.17KB |
66 - KNNipynb |
325.30KB |
66 - KNN Overview.mp4 |
12.88MB |
66 - KNN Overview English.vtt |
3.77KB |
67 |
352.12KB |
67 - parametric vs nonparametric models.mp4 |
15.62MB |
67 - parametric vs nonparametric models English.vtt |
4.10KB |
68 |
408.70KB |
68 - EDA on Iris Dataset.mp4 |
161.87MB |
68 - EDA on Iris Dataset English.vtt |
27.33KB |
68 - Sklearn Toy Datasets.txt |
57B |
69 |
264.54KB |
69 - The KNN Intuition.mp4 |
8.08MB |
69 - The KNN Intuition English.vtt |
2.67KB |
6 - How To Get a Data Science Job.mp4 |
131.18MB |
6 - How To Get a Data Science Job English.vtt |
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70 |
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70 - Implement the KNN algorithm from scratch.mp4 |
86.97MB |
70 - Implement the KNN algorithm from scratch English.vtt |
14.58KB |
71 |
821.74KB |
71 - Compare the result with the sklearn library.mp4 |
24.56MB |
71 - Compare the result with the sklearn library English.vtt |
4.49KB |
72 |
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72 - Hyperparameter tuning using the crossvalidation.mp4 |
90.29MB |
72 - Hyperparameter tuning using the crossvalidation English.vtt |
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73 |
226.68KB |
73 - Stanford Demo KNN Decision Boundary.txt |
53B |
73 - The decision boundary visualization.mp4 |
16.93MB |
73 - The decision boundary visualization English.vtt |
6.11KB |
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583.58KB |
74 - Manhattan vs Euclidean Distance.mp4 |
76.38MB |
74 - Manhattan vs Euclidean Distance English.vtt |
13.58KB |
74 - MIT example.txt |
51B |
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75 - Feature scaling in KNN.mp4 |
49.39MB |
75 - Feature scaling in KNN English.vtt |
6.89KB |
76 |
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76 - Curse of dimensionality.mp4 |
45.98MB |
76 - Curse of dimensionality English.vtt |
8.29KB |
77 |
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77 - KNN use cases.mp4 |
28.91MB |
77 - KNN use cases English.vtt |
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78 |
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78 - KNN pros and cons.mp4 |
30.45MB |
78 - KNN pros and cons English.vtt |
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79 - DecisionTreesipynb |
778.58KB |
79 - Decision Trees Section Overview.mp4 |
16.45MB |
79 - Decision Trees Section Overview English.vtt |
4.95KB |
7 - Data Science Projects Overview.mp4 |
79.47MB |
7 - Data Science Projects Overview English.vtt |
16.55KB |
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80 |
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80 - adultdata.csv |
3.79MB |
80 - Adult Dataset.txt |
45B |
80 - adultnames.csv |
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80 - adulttest.csv |
1.91MB |
80 - EDA on Adult Dataset.mp4 |
123.19MB |
80 - EDA on Adult Dataset English.vtt |
20.29KB |
81 |
313.90KB |
81 - What is Entropy and Information Gain.mp4 |
136.07MB |
81 - What is Entropy and Information Gain English.vtt |
25.03KB |
82 |
692.21KB |
82 - The Decision Tree ID3 algorithm from scratch Part 1.mp4 |
85.27MB |
82 - The Decision Tree ID3 algorithm from scratch Part 1 English.vtt |
12.84KB |
83 |
246.24KB |
83 - The Decision Tree ID3 algorithm from scratch Part 2.mp4 |
63.96MB |
83 - The Decision Tree ID3 algorithm from scratch Part 2 English.vtt |
9.17KB |
84 |
342.93KB |
84 - The Decision Tree ID3 algorithm from scratch Part 3.mp4 |
33.40MB |
84 - The Decision Tree ID3 algorithm from scratch Part 3 English.vtt |
4.99KB |
85 |
213.71KB |
85 - ID3 Putting Everything Together.mp4 |
182.48MB |
85 - ID3 Putting Everything Together English.vtt |
26.18KB |
86 |
532.07KB |
86 - Evaluating our ID3 implementation.mp4 |
121.93MB |
86 - Evaluating our ID3 implementation English.vtt |
20.82KB |
87 |
562.29KB |
87 - Categorical feature in Treebased classifiers.txt |
56B |
87 - Compare with Sklearn implementation.mp4 |
65.58MB |
87 - Compare with Sklearn implementation English.vtt |
10.54KB |
87 - Passing categorical data to Sklearn Decision Tree.txt |
94B |
88 |
778.70KB |
88 - Visualizing the tree.mp4 |
68.17MB |
88 - Visualizing the tree English.vtt |
12.73KB |
89 |
813.19KB |
89 - Plot the features importance.mp4 |
31.67MB |
89 - Plot the features importance English.vtt |
6.72KB |
8 - Why We Use Python.mp4 |
13.50MB |
8 - Why We Use Python English.vtt |
4.24KB |
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307B |
90 |
469.58KB |
90 - Decision Trees Hyperparameters.mp4 |
81.26MB |
90 - Decision Trees Hyperparameters English.vtt |
13.87KB |
91 |
534.02KB |
91 - Pruning.mp4 |
112.97MB |
91 - Pruning English.vtt |
20.65KB |
92 |
580.48KB |
92 - Optional Gain Ration.mp4 |
19.18MB |
92 - Optional Gain Ration English.vtt |
3.24KB |
93 |
602.09KB |
93 - Decision Trees Pros and Cons.mp4 |
47.74MB |
93 - Decision Trees Pros and Cons English.vtt |
9.14KB |
94 |
89.05KB |
94 - Project Predict whether income exceeds 50Kyr Overview.mp4 |
15.10MB |
94 - Project Predict whether income exceeds 50Kyr Overview English.vtt |
3.16KB |
95 |
360.01KB |
95 - EnsembleLearningipynb |
35.75KB |
95 - Ensemble Learning Section Overview.mp4 |
16.07MB |
95 - Ensemble Learning Section Overview English.vtt |
4.56KB |
96 |
581.00KB |
96 - Ensemble Learning Example.txt |
76B |
96 - What is Ensemble Learning.mp4 |
91.97MB |
96 - What is Ensemble Learning English.vtt |
15.10KB |
97 |
864.04KB |
97 - What is Bootstrap Sampling.mp4 |
55.87MB |
97 - What is Bootstrap Sampling English.vtt |
9.52KB |
98 |
558.74KB |
98 - What is Bagging.mp4 |
29.48MB |
98 - What is Bagging English.vtt |
6.68KB |
99 |
412.85KB |
99 - OutofBag Error OOB Error.mp4 |
42.02MB |
99 - OutofBag Error OOB Error English.vtt |
8.63KB |
9 - What is Data Science.mp4 |
87.99MB |
9 - What is Data Science English.vtt |
18.35KB |
TutsNode.net.txt |
63B |