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[ DevCourseWeb.com ] Udemy - Machine Learning Foundation With Practical Approaches

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182B

~Get Your Files Here !/1 - Introduction/1 - Introduction.pptx

3.7MB

~Get Your Files Here !/1 - Introduction/1 - ML-Course-2023.odp

602.72KB

~Get Your Files Here !/1 - Introduction/1 - MLIntroduction.mp4

408.66MB

~Get Your Files Here !/1 - Introduction/2 - Setup our Environment.mp4

37.17MB

~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 2/Statistics and mathematics/Basic Statistics/Basic stats.ipynb

483.5KB

~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 2/Statistics and mathematics/Basic Statistics/cars_data.csv

80.38KB

~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 2/Statistics and mathematics/Mathematics/Mathematics.ipynb

13.11KB

~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 3/Processing/Data Proprocessing/Data Preprocessing.ipynb

293.73KB

~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 3/Processing/Data Proprocessing/loans-data.csv

22.83KB

~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 3/Processing/Feature Engineering/feature_engineering.ipynb

75.62KB

~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 3/Processing/Feature Engineering/iris.csv

3.77KB

~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 4/Regression/Algorithm discussion/Regression Algorithm.ipynb

138.36KB

~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 4/Regression/Algorithm discussion/housing-price.csv

142.43KB

~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 4/Regression/Evaluation/Evaluation.ipynb

52.16KB

~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 4/Regression/Evaluation/housing-price-clean.csv

227.3KB

~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 5/Classification/Algorithm discussion/Algorithm Analysis.ipynb

596KB

~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 5/Classification/Evaluation/Evaluation.ipynb

29.96KB

~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 6/Unsupervised Learning/Algorithm discussion/Algorithm-Unsupervised.ipynb

406.14KB

~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 6/Unsupervised Learning/Algorithm discussion/Mall_Customers.csv

4.19KB

~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 7/Time series modelling/Algorithm discussion/Time series.ipynb

733.04KB

~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 7/Time series modelling/Algorithm discussion/international-airline-passengers.csv

1.99KB

~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 8/Ensemble Learning/Algorithm discussion/Ensemble Learning.ipynb

4.65KB

~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/requirements.txt

193B

~Get Your Files Here !/2 - Statistics and mathematics/3 - Introduction.mp4

13.13MB

~Get Your Files Here !/2 - Statistics and mathematics/3 - Statistics-and-maths-introduction.pptx

738.76KB

~Get Your Files Here !/2 - Statistics and mathematics/4 - Basic-Statistics.pptx

1.54MB

~Get Your Files Here !/2 - Statistics and mathematics/4 - Statistics Concepts.mp4

244.7MB

~Get Your Files Here !/2 - Statistics and mathematics/5 - Statistics hands on.mp4

252.36MB

~Get Your Files Here !/2 - Statistics and mathematics/6 - Mathematics Concepts in ML.mp4

99.05MB

~Get Your Files Here !/2 - Statistics and mathematics/6 - Mathematics.pptx

796.77KB

~Get Your Files Here !/2 - Statistics and mathematics/7 - Mathematics Hands on Demo.mp4

77.27MB

~Get Your Files Here !/3 - Data Preprocessing/8 - Data Preprocessing Concepts.mp4

58.78MB

~Get Your Files Here !/3 - Data Preprocessing/8 - Data-Preprocessing.pptx

1.49MB

~Get Your Files Here !/3 - Data Preprocessing/9 - Data Preprocessing Hand on.mp4

283.27MB

~Get Your Files Here !/4 - Feature Engineering/10 - Feature Engineering Concepts.mp4

91.39MB

~Get Your Files Here !/4 - Feature Engineering/10 - Feature-engineering.pptx

902.62KB

~Get Your Files Here !/4 - Feature Engineering/11 - Feature Engineering Hands on.mp4

94.45MB

~Get Your Files Here !/5 - Regression/12 - Introduction.mp4

47.74MB

~Get Your Files Here !/5 - Regression/12 - Introduction.pptx

614.49KB

~Get Your Files Here !/5 - Regression/13 - Algorithm Discussions Concepts.mp4

52.44MB

~Get Your Files Here !/5 - Regression/13 - Algorithm-Discussion.pptx

844.12KB

~Get Your Files Here !/5 - Regression/14 - Algorithm Discussions Hands On.mp4

239.84MB

~Get Your Files Here !/5 - Regression/15 - Regression Evaluation Technique concepts.mp4

49.16MB

~Get Your Files Here !/5 - Regression/15 - Regression-Evaluation.pptx

611.09KB

~Get Your Files Here !/5 - Regression/16 - Regression Evaluation Technique Hands On.mp4

162.36MB

~Get Your Files Here !/6 - Classification Algorithms/17 - Introduction.mp4

32.03MB

~Get Your Files Here !/6 - Classification Algorithms/17 - Introduction.pptx

740.92KB

~Get Your Files Here !/6 - Classification Algorithms/18 - Algorithm discussion Concepts.mp4

208.45MB

~Get Your Files Here !/6 - Classification Algorithms/18 - Algorithm-discussion.pptx

950.61KB

~Get Your Files Here !/6 - Classification Algorithms/19 - Algorithm Discussion Hands on.mp4

355.42MB

~Get Your Files Here !/6 - Classification Algorithms/20 - Algorithm-discussion.pptx

950.61KB

~Get Your Files Here !/6 - Classification Algorithms/20 - Classification Evaluation Technique Concepts.mp4

81.35MB

~Get Your Files Here !/6 - Classification Algorithms/21 - Classification Evaluation Technique Hands on.mp4

141.68MB

~Get Your Files Here !/7 - Unsupervised Learning/22 - Introduction.mp4

26.43MB

~Get Your Files Here !/7 - Unsupervised Learning/22 - Introduction.pptx

924.13KB

~Get Your Files Here !/7 - Unsupervised Learning/23 - Algorithm Discussion Concepts.mp4

47.69MB

~Get Your Files Here !/7 - Unsupervised Learning/23 - Algorithm-discussion.pptx

661.54KB

~Get Your Files Here !/7 - Unsupervised Learning/24 - Algorithm Discussion Hands on.mp4

321.24MB

~Get Your Files Here !/8 - Time series Modelling concepts/25 - Introduction.mp4

12.33MB

~Get Your Files Here !/8 - Time series Modelling concepts/25 - Introduction.pptx

676.91KB

~Get Your Files Here !/8 - Time series Modelling concepts/26 - Algorithm Discussion Concepts.mp4

52.76MB

~Get Your Files Here !/8 - Time series Modelling concepts/26 - Algorithm-Discussion.pptx

667.02KB

~Get Your Files Here !/8 - Time series Modelling concepts/27 - Algorithm Discussion Hands on.mp4

266.03MB

~Get Your Files Here !/9 - Ensemble Learning/28 - Introduction.mp4

62.29MB

~Get Your Files Here !/9 - Ensemble Learning/28 - Introduction.pptx

909.88KB

~Get Your Files Here !/9 - Ensemble Learning/29 - Algorithm Discussions and Concepts.mp4

98.59MB

~Get Your Files Here !/9 - Ensemble Learning/29 - Algorithm-discussion.pptx

767.82KB

~Get Your Files Here !/9 - Ensemble Learning/30 - Algorithm Discussion hands on.mp4

97.58MB

~Get Your Files Here !/Bonus Resources.txt

386B

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