Udemy - Machine Learning & Data Science A-Z: Hands-on Python 2021 [FCS]

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Udemy - Machine Learning & Data Science A-Z: Hands-on Python 2021 [FCS]

Torrent Contents Size: 6.8 GB

Udemy - Machine Learning & Data Science A-Z: Hands-on Python 2021 [FCS]
▼ show more 76 files
001 Course Content.mp4
MP4
17.1 MB
001 Introduction.mp4
MP4
17 MB
001 Learning Types.mp4
MP4
45.4 MB
001 Python Source Codes.html
HTML
1.2 KB
001 Reading and Modifying a Dataset.mp4
MP4
154.6 MB
001 Simple and Multiple Linear Regression Concepts.mp4
MP4
212.2 MB
001 Supervised Learning Models - Introduction and Understanding the Data.mp4
MP4
233.8 MB
002 K-means Concepts1.mp4
MP4
44.5 MB
002 Multiple Linear Regression - Model Development.mp4
MP4
75.6 MB
002 NumPy1.mp4
MP4
37.5 MB
002 Statistics1.mp4
MP4
34 MB
002 Support Vector Regression - Model Tuning.mp4
MP4
125.6 MB
002 What is Machine Learning_ Some Basic Terms.mp4
MP4
25.8 MB
002 k-NN Concepts.mp4
MP4
48 MB
003 Evaluation Metrics - Concepts.mp4
MP4
49.5 MB
003 K-Means - Model Tuning.mp4
MP4
15.3 MB
003 K-means Concepts2.mp4
MP4
21.3 MB
003 NumPy2.mp4
MP4
56.9 MB
003 Python Installation.html
HTML
1.5 KB
003 Statistics2.mp4
MP4
207.5 MB
003 k-NN Model Development.mp4
MP4
140.7 MB
004 Evaluation Metrics - Implementation.mp4
MP4
159.9 MB
004 K-means Model Development1.mp4
MP4
36 MB
004 NumPy3.mp4
MP4
84.5 MB
004 Python IDE.mp4
MP4
7.5 MB
004 Statistics3 - Covariance.mp4
MP4
107.5 MB
004 k-NN - Model Tuning.mp4
MP4
133.6 MB
004 k-NN Training-Set and Test-Set Creation.mp4
MP4
228.4 MB
005 Decision Tree Concepts.mp4
MP4
25.6 MB
005 IDE Installation.mp4
MP4
22.3 MB
005 K-means Model Development2.mp4
MP4
103.8 MB
005 Missing Values1.mp4
MP4
129.6 MB
005 NumPy4.mp4
MP4
56.6 MB
005 Overfitting and Underfitting.mp4
MP4
72.1 MB
005 Polynomial Linear Regression Concepts.mp4
MP4
26.4 MB
006 Decision Tree Model Development.mp4
MP4
66.8 MB
006 Installation of Required Libraries.mp4
MP4
70.8 MB
006 K-means - Model Evaluation.mp4
MP4
102.4 MB
006 Missing Values2.mp4
MP4
219.4 MB
006 NumPy5.mp4
MP4
152.6 MB
006 Polynomial Linear Regression Model Development.mp4
MP4
219.1 MB
007 DBSCAN Concepts.mp4
MP4
26.8 MB
007 Decision Tree - Cross Validation.mp4
MP4
54.6 MB
007 NumPy6.mp4
MP4
134.5 MB
007 Outlier Detection1.mp4
MP4
73.2 MB
007 Random Forest Concepts.mp4
MP4
30.2 MB
007 Spyder Interface.mp4
MP4
46.4 MB
008 DBSCAN Model Development.mp4
MP4
86.9 MB
008 Naive Bayes Concepts.mp4
MP4
59.2 MB
008 Outlier Detection2.mp4
MP4
130.7 MB
008 Pandas1.mp4
MP4
95.6 MB
008 Random Forest Model Development.mp4
MP4
246.2 MB
009 Hierarchical Clustering Concepts.mp4
MP4
24.3 MB
009 Naive Bayes Model Development.mp4
MP4
58.9 MB
009 Outlier Detection3.mp4
MP4
31 MB
009 Pandas2.mp4
MP4
116.9 MB
009 Support Vector Regression Concepts.mp4
MP4
27 MB
010 Concatenation.mp4
MP4
65.9 MB
010 Hierarchical Clustering Model Development.mp4
MP4
145.9 MB
010 Logistic Regression Concepts.mp4
MP4
10.9 MB
010 Pandas3.mp4
MP4
117.8 MB
010 Support Vector Regression Model Development.mp4
MP4
121 MB
011 Dummy Variable.mp4
MP4
57.6 MB
011 Logistic Regression Model Development.mp4
MP4
112.1 MB
011 Pandas4.mp4
MP4
203 MB
012 Model Evaluation Concepts.mp4
MP4
83.5 MB
012 Normalization.mp4
MP4
186.9 MB
012 Visualization with Matplotlib1.mp4
MP4
99.4 MB
013 Model Evaluation - Calculating with Python.mp4
MP4
174 MB
013 Visualization with Matplotlib2.mp4
MP4
205.2 MB
014 Visualization with Matplotlib3.mp4
MP4
188.8 MB
015 Visualization with Matplotlib4.mp4
MP4
143 MB
016 Visualization with Matplotlib5.mp4
MP4
129.2 MB
018 Data_Set.txt
TXT
614.4 B
024 Data_Set.txt
TXT
614.4 B
033 Data_New.txt
TXT
204.8 B
Chapter2.Matplotlib.py
PY
2.9 KB
Chapter2.NumPy.py
PY
1.1 KB
Chapter2.Pandas.py
PY
1.1 KB
Chapter3.Preprocessing.py
PY
2.6 KB
Chapter5.Classification.py
PY
3.3 KB
Chapter6.Regression.py
PY
4.3 KB
Chapter7.Clustering.py
PY
1.4 KB
Chapter8.Parameter Tuning.py
PY
1.9 KB
Readme.txt
TXT
102.4 B
[CourseClub.ME].url
URL
102.4 B
[FCS Forum].url
URL
102.4 B
[FreeCourseSite.com].url
URL
102.4 B
[GigaCourse.Com].url
URL
0 B

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