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Udemy - Complete Machine Learning and Data Science With Python ML A-Z

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Udemy - Complete Machine Learning and Data Science With Python ML A-Z

Torrent Contents Size: 3.1 GB

Udemy - Complete Machine Learning and Data Science With Python ML A-Z
Bonus Resources.txt
TXT
102.4 B
Get Bonus Downloads Here.url
URL
204.8 B
~Get Your Files Here !
1 - Introduction
1 - What is Data Science English.vtt
VTT
7.7 KB
1 - What is Data Science.mp4
MP4
34.7 MB
10 - Project Customer Segmentation using Clustering
11 - Project Fake News Detection using machine learning Python
12 - Project COVID19 Coronavirus Infection Probability using machine learning
13 - Miscellaneous
14 - Python Crash Course
2 - Installation and Colab
3 - Python for Data Analysis Numpy
4 - Python for Data Analysis Pandas
10 - Pandas DataFrames English.vtt
VTT
10.4 KB
10 - Pandas DataFrames.mp4
MP4
44.5 MB
11 - Grouping and Filtering English.vtt
VTT
8.4 KB
11 - Grouping and Filtering.mp4
MP4
35.4 MB
12 - Slicing and Sorting English.vtt
VTT
6.9 KB
12 - Slicing and Sorting.mp4
MP4
26.9 MB
13 - Pandas Missing Values English.vtt
VTT
10.5 KB
13 - Pandas Missing Values.mp4
MP4
47.8 MB
13 - pandas-flightsexample.ipynb
IPYNB
60.9 KB
14 - Pandas Aggregation Functions English.vtt
VTT
7.3 KB
14 - Pandas Aggregation Functions.mp4
MP4
29.5 MB
14 - pandas-aggregate.ipynb
IPYNB
20 KB
5 - Python for Data Visualization Matplotlib
15 - Matplotlib Introduction English.vtt
VTT
12.1 KB
15 - Matplotlib Introduction.mp4
MP4
45.5 MB
16 - Matplotlib Bar Graphs English.vtt
VTT
5.1 KB
16 - Matplotlib Bar Graphs.mp4
MP4
24.9 MB
16 - matplotlib-bargraph-histogram.ipynb
IPYNB
95.5 KB
17 - Matplotlib Histogram English.vtt
VTT
3.4 KB
17 - Matplotlib Histogram.mp4
MP4
15.6 MB
18 - Matplotlib Scatter Plot English.vtt
VTT
5.3 KB
18 - Matplotlib Scatter Plot.mp4
MP4
18.9 MB
18 - matplotliob-scatterplot.ipynb
IPYNB
32.5 KB
19 - Matplotlib Area Plot English.vtt
VTT
3.9 KB
19 - Matplotlib Area Plot.mp4
MP4
16.2 MB
19 - area-plot.ipynb
IPYNB
21.2 KB
20 - Matplotlib Pie Chart English.vtt
VTT
2.7 KB
20 - Matplotlib Pie Chart.mp4
MP4
9.8 MB
20 - pie-chart.ipynb
IPYNB
14.1 KB
21 - Matplotlib Subplots English.vtt
VTT
4.4 KB
21 - Matplotlib Subplots.mp4
MP4
12.7 MB
6 - Supervised Machine Learning
22 - What is Supervised Machine Learning and Linear Regression Algorithm English.vtt
VTT
7.7 KB
22 - What is Supervised Machine Learning and Linear Regression Algorithm.mp4
MP4
42 MB
23 - Implementation of Linear Regression English.vtt
VTT
8.8 KB
23 - Implementation of Linear Regression.mp4
MP4
42 MB
23 - salaryData.csv
CSV
409.6 B
23 - simple-linear-regression.ipynb
IPYNB
69.8 KB
24 - Plot Linear Regression English.vtt
VTT
6.6 KB
24 - Plot Linear Regression.mp4
MP4
28.9 MB
25 - Implementation of Multi Linear Regression English.vtt
VTT
5.5 KB
25 - Implementation of Multi Linear Regression.mp4
MP4
29 MB
25 - home.csv
CSV
204.8 B
25 - multi-linear-regression.ipynb
IPYNB
23.8 KB
26 - Example 2 Multilinear Regression English.vtt
VTT
7.1 KB
26 - Example 2 Multilinear Regression.mp4
MP4
28.7 MB
26 - marks.csv
CSV
102.4 B
26 - multi-linear-regression-ex2.ipynb
IPYNB
15.9 KB
27 - Use Case Boston Housing Price Prediction English.vtt
VTT
13 KB
27 - Use Case Boston Housing Price Prediction.mp4
MP4
82.3 MB
27 - boston-house.ipynb
IPYNB
36.1 KB
28 - Save Model English.vtt
VTT
7.4 KB
28 - Save Model.mp4
MP4
36.3 MB
28 - save-model.ipynb
IPYNB
12 KB
29 - bank.csv
CSV
102.4 B
29 - how to implement Logistic Regression English.vtt
VTT
5.1 KB
29 - how to implement Logistic Regression.mp4
MP4
26.3 MB
29 - logistic-regression.ipynb
IPYNB
19.5 KB
30 - Logistic Regression on Iris Flower Dataset English.vtt
VTT
10.1 KB
30 - Logistic Regression on Iris Flower Dataset.mp4
MP4
58.8 MB
31 - Logistic Regression on Digits Dataset English.vtt
VTT
6.4 KB
31 - Logistic Regression on Digits Dataset.mp4
MP4
43.3 MB
32 - Naive Bayes Classifier English.vtt
VTT
6.5 KB
32 - Naive Bayes Classifier.mp4
MP4
33.6 MB
33 - Implementation of Naive Bayes classifier on Wine Dataset English.vtt
VTT
8.5 KB
33 - Implementation of Naive Bayes classifier on Wine Dataset.mp4
MP4
45.6 MB
33 - wine-dataset-example.ipynb
IPYNB
12.4 KB
34 - Introduction to Naive Bayes Classifier for Text Classification English.vtt
VTT
3.5 KB
34 - Introduction to Naive Bayes Classifier for Text Classification.mp4
MP4
12.1 MB
34 - classifier-basic.ipynb
IPYNB
2.9 KB
35 - Implementating Naive Bayes Classifier for Text Classification English.vtt
VTT
9.1 KB
35 - Implementating Naive Bayes Classifier for Text Classification.mp4
MP4
40 MB
35 - multinomial-classifier.ipynb
IPYNB
10.5 KB
36 - Introduction to Decision Tree English.vtt
VTT
5.9 KB
36 - Introduction to Decision Tree.mp4
MP4
33.4 MB
37 - Implementation of Decision Tree English.vtt
VTT
12.3 KB
37 - Implementation of Decision Tree.mp4
MP4
77.6 MB
37 - decision-tree.ipynb
IPYNB
35.4 KB
38 - KNearest NeighborKNN Algorithm English.vtt
VTT
6.3 KB
38 - KNearest NeighborKNN Algorithm.mp4
MP4
36.9 MB
39 - Implementation of KNearest NeighborKNN Algorithm English.vtt
VTT
7.1 KB
39 - Implementation of KNearest NeighborKNN Algorithm.mp4
MP4
36.3 MB
39 - User-Data.csv
CSV
10.7 KB
39 - knn-example.ipynb
IPYNB
7.9 KB
40 - Support Vector Machine Algorithm English.vtt
VTT
8.4 KB
40 - Support Vector Machine Algorithm.mp4
MP4
42.7 MB
41 - Implementation of Support Vector Machine Algorithm English.vtt
VTT
10.4 KB
41 - Implementation of Support Vector Machine Algorithm.mp4
MP4
64.7 MB
41 - SVM.ipynb
IPYNB
196.2 KB
42 - Random Forest Algorithm English.vtt
VTT
5.1 KB
42 - Random Forest Algorithm.mp4
MP4
43.9 MB
43 - Implementation of Random Forest Algorithm English.vtt
VTT
12 KB
43 - Implementation of Random Forest Algorithm.mp4
MP4
59.9 MB
43 - random-forest.ipynb
IPYNB
7.7 KB
7 - UnSupervised Machine Learning
44 - What is UnSupervised Machine Learning English.vtt
VTT
10 KB
44 - What is UnSupervised Machine Learning.mp4
MP4
47.2 MB
45 - Types of Unsupervised Learning English.vtt
VTT
11.6 KB
45 - Types of Unsupervised Learning.mp4
MP4
47.2 MB
46 - Advantages and Disadvantages of Unsupervised Learning English.vtt
VTT
7.3 KB
46 - Advantages and Disadvantages of Unsupervised Learning.mp4
MP4
36.5 MB
47 - What is clustering English.vtt
VTT
9.1 KB
47 - What is clustering.mp4
MP4
37.6 MB
48 - Kmeans Clustering English.vtt
VTT
10.7 KB
48 - Kmeans Clustering.mp4
MP4
58.5 MB
49 - Implementing Kmeans Clustering English.vtt
VTT
8.7 KB
49 - Implementing Kmeans Clustering.mp4
MP4
35.3 MB
50 - Image compression using Kmeans clustering Color Quantization using KMeans English.vtt
VTT
15.5 KB
50 - Image compression using Kmeans clustering Color Quantization using KMeans.mp4
MP4
65.4 MB
8 - Reinforcement Learning
51 - Introduction to Reinforcement Learning English.vtt
VTT
15.4 KB
51 - Introduction to Reinforcement Learning.mp4
MP4
38.7 MB
52 - Qlearning algorithm in machine learning English.vtt
VTT
6.7 KB
52 - Qlearning algorithm in machine learning.mp4
MP4
18.4 MB
9 - Feature Engineering
53 - What is Feature Engineering English.vtt
VTT
6.8 KB
53 - What is Feature Engineering.mp4
MP4
26.3 MB
54 - What is Outlier English.vtt
VTT
10.5 KB
54 - What is Outlier.mp4
MP4
50.5 MB
54 - heights.csv
CSV
204.8 B
54 - outlier-basic-IQR.ipynb
IPYNB
63.8 KB
55 - outlier detection and removal using std deviation English.vtt
VTT
16.1 KB
55 - outlier detection and removal using std deviation.mp4
MP4
66.2 MB
55 - outlier-detection-and-removal-using-std-deviation.ipynb
IPYNB
64.6 KB
56 - Z score English.vtt
VTT
9.1 KB
56 - Z score.mp4
MP4
19.5 MB
57 - IQR English.vtt
VTT
8.7 KB
57 - IQR.mp4
MP4
20.5 MB
9 - Pandas Series English.vtt
VTT
14.3 KB
9 - Pandas Series.mp4
MP4
49.4 MB
9 - pandas-series.ipynb
IPYNB
46.4 KB
7 - Python for Data Analysis Numpy English.vtt
VTT
16.3 KB
7 - Python for Data Analysis Numpy.mp4
MP4
65.3 MB
8 - linear algebra for data science English.vtt
VTT
12.5 KB
8 - linear algebra for data science.mp4
MP4
48.3 MB
4 - Google Colab Introduction English.vtt
VTT
5.5 KB
4 - Google Colab Introduction.mp4
MP4
13.1 MB
5 - Anaconda Installation English.vtt
VTT
7.3 KB
5 - Anaconda Installation.mp4
MP4
33.8 MB
6 - Jupyter Notebook English.vtt
VTT
4.6 KB
6 - Jupyter Notebook.mp4
MP4
14 MB
68 - Python Basic Introduction English.vtt
VTT
9.2 KB
68 - Python Basic Introduction.mp4
MP4
41.2 MB
69 - Getting Started with Python English.vtt
VTT
14.3 KB
69 - Getting Started with Python.mp4
MP4
42.3 MB
70 - Python Data TypesNumbers English.vtt
VTT
6.8 KB
70 - Python Data TypesNumbers.mp4
MP4
22.3 MB
71 - Python Data TypesStrings English.vtt
VTT
10.3 KB
71 - Python Data TypesStrings.mp4
MP4
26.4 MB
72 - Python Data TypesLists English.vtt
VTT
11.1 KB
72 - Python Data TypesLists.mp4
MP4
31.6 MB
73 - Python Data Types Dictionary English.vtt
VTT
9.6 KB
73 - Python Data Types Dictionary.mp4
MP4
23.2 MB
74 - Python Data Types Sets English.vtt
VTT
12.9 KB
74 - Python Data Types Sets.mp4
MP4
38.8 MB
75 - Python Loops English.vtt
VTT
13.5 KB
75 - Python Loops.mp4
MP4
41.7 MB
76 - Decision Making English.vtt
VTT
14 KB
76 - Decision Making.mp4
MP4
44 MB
77 - Control Statements English.vtt
VTT
14.9 KB
77 - Control Statements.mp4
MP4
42.8 MB
78 - Python Functions English.vtt
VTT
20.3 KB
78 - Python Functions.mp4
MP4
86 MB
64 - Underfitting Overfitting and best fitting in Machine Learning English.vtt
VTT
7.6 KB
64 - Underfitting Overfitting and best fitting in Machine Learning.mp4
MP4
48.8 MB
65 - How to avoid Overfitting in Machine Learning English.vtt
VTT
8.1 KB
65 - How to avoid Overfitting in Machine Learning.mp4
MP4
47.4 MB
66 - Applications of Artificial Intelligence English.vtt
VTT
15 KB
66 - Applications of Artificial Intelligence.mp4
MP4
73.5 MB
67 - Teachable Machine English.vtt
VTT
12.8 KB
67 - Teachable Machine.mp4
MP4
37.6 MB
63 - Project COVID19 Coronavirus Infection Probability using machine learning English.vtt
VTT
10.2 KB
63 - Project COVID19 Coronavirus Infection Probability using machine learning.mp4
MP4
44.8 MB
62 - Fake News Detection using machine learning Python English.vtt
VTT
9.2 KB
62 - Fake News Detection using machine learning Python.mp4
MP4
35.1 MB
58 - Customer Segmentation Part 1 English.vtt
VTT
6 KB
58 - Customer Segmentation Part 1.mp4
MP4
23.1 MB
59 - Bank-Customer-Segmentation.ipynb
IPYNB
1.2 MB
59 - Customer Segmentation Part 2 English.vtt
VTT
15.3 KB
59 - Customer Segmentation Part 2.mp4
MP4
102.2 MB
60 - Customer segmentation 3 English.vtt
VTT
15.7 KB
60 - Customer segmentation 3.mp4
MP4
105.5 MB
61 - Customer Segmentation Part 4 English.vtt
VTT
11.7 KB
61 - Customer Segmentation Part 4.mp4
MP4
84.5 MB
2 - Describe Artificial Intelligence and Machine Learning and Deep Learning English.vtt
VTT
4.4 KB
2 - Describe Artificial Intelligence and Machine Learning and Deep Learning.mp4
MP4
20.8 MB
3 - Concept of Machine Learning English.vtt
VTT
10.2 KB
3 - Concept of Machine Learning.mp4
MP4
44.6 MB

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