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TORRENT DETAILS
Udemy - Machine Learning Foundation With Practical Approaches
TORRENT SUMMARY
Status:
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Language: English | Size: 3.94 GB | Duration: 10h 7m
This course have been created keeping in mind to deliver the foundation of ML to students, working professionals.
What you'll learn
One of the best slides and learning material from scratch for Learners.
Learn very basics to pro level in machine learning.
Learn the practical application which they can use with ML.
Identify what strategy they can use to solve a given ML problem.
Drive a given ML projects and have great understanding about end to end ML approaches.
Requirements
Simple basic Python programming.
Eager to learn and explore.
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FILE LIST
Filename
Size
~Get Your Files Here !/1 - Introduction/1 - Introduction.pptx
3.7 MB
~Get Your Files Here !/1 - Introduction/1 - ML-Course-2023.odp
602.7 KB
~Get Your Files Here !/1 - Introduction/1 - MLIntroduction.mp4
408.7 MB
~Get Your Files Here !/1 - Introduction/2 - Setup our Environment.mp4
37.2 MB
~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/requirements.txt
193 B
~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 2/Statistics and mathematics/Basic Statistics/Basic stats.ipynb
483.5 KB
~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 2/Statistics and mathematics/Basic Statistics/cars_data.csv
80.4 KB
~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 2/Statistics and mathematics/Mathematics/Mathematics.ipynb
13.1 KB
~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 3/Processing/Data Proprocessing/Data Preprocessing.ipynb
293.7 KB
~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 3/Processing/Data Proprocessing/loans-data.csv
22.8 KB
~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 3/Processing/Feature Engineering/feature_engineering.ipynb
75.6 KB
~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 3/Processing/Feature Engineering/iris.csv
3.8 KB
~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 4/Regression/Algorithm discussion/housing-price.csv
142.4 KB
~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 4/Regression/Algorithm discussion/Regression Algorithm.ipynb
138.4 KB
~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 4/Regression/Evaluation/Evaluation.ipynb
52.2 KB
~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 4/Regression/Evaluation/housing-price-clean.csv
227.3 KB
~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 5/Classification/Algorithm discussion/Algorithm Analysis.ipynb
596 KB
~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 5/Classification/Evaluation/Evaluation.ipynb
30 KB
~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 6/Unsupervised Learning/Algorithm discussion/Algorithm-Unsupervised.ipynb
406.1 KB
~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 6/Unsupervised Learning/Algorithm discussion/Mall_Customers.csv
4.2 KB
~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 7/Time series modelling/Algorithm discussion/international-airline-passengers.csv
2 KB
~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 7/Time series modelling/Algorithm discussion/Time series.ipynb
733 KB
~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 8/Ensemble Learning/Algorithm discussion/Ensemble Learning.ipynb
4.6 KB
~Get Your Files Here !/2 - Statistics and mathematics/3 - Introduction.mp4
13.1 MB
~Get Your Files Here !/2 - Statistics and mathematics/3 - Statistics-and-maths-introduction.pptx
738.8 KB
~Get Your Files Here !/2 - Statistics and mathematics/4 - Basic-Statistics.pptx
1.5 MB
~Get Your Files Here !/2 - Statistics and mathematics/4 - Statistics Concepts.mp4
244.7 MB
~Get Your Files Here !/2 - Statistics and mathematics/5 - Statistics hands on.mp4
252.4 MB
~Get Your Files Here !/2 - Statistics and mathematics/6 - Mathematics Concepts in ML.mp4
99.1 MB
~Get Your Files Here !/2 - Statistics and mathematics/6 - Mathematics.pptx
796.8 KB
~Get Your Files Here !/2 - Statistics and mathematics/7 - Mathematics Hands on Demo.mp4
77.3 MB
~Get Your Files Here !/3 - Data Preprocessing/8 - Data Preprocessing Concepts.mp4
58.8 MB
~Get Your Files Here !/3 - Data Preprocessing/8 - Data-Preprocessing.pptx
1.5 MB
~Get Your Files Here !/3 - Data Preprocessing/9 - Data Preprocessing Hand on.mp4
283.3 MB
~Get Your Files Here !/4 - Feature Engineering/10 - Feature Engineering Concepts.mp4
91.4 MB
~Get Your Files Here !/4 - Feature Engineering/10 - Feature-engineering.pptx
902.6 KB
~Get Your Files Here !/4 - Feature Engineering/11 - Feature Engineering Hands on.mp4
94.5 MB
~Get Your Files Here !/5 - Regression/12 - Introduction.mp4
47.7 MB
~Get Your Files Here !/5 - Regression/12 - Introduction.pptx
614.5 KB
~Get Your Files Here !/5 - Regression/13 - Algorithm Discussions Concepts.mp4
52.4 MB
~Get Your Files Here !/5 - Regression/13 - Algorithm-Discussion.pptx
844.1 KB
~Get Your Files Here !/5 - Regression/14 - Algorithm Discussions Hands On.mp4
239.8 MB
~Get Your Files Here !/5 - Regression/15 - Regression Evaluation Technique concepts.mp4
49.2 MB
~Get Your Files Here !/5 - Regression/15 - Regression-Evaluation.pptx
611.1 KB
~Get Your Files Here !/5 - Regression/16 - Regression Evaluation Technique Hands On.mp4
162.4 MB
~Get Your Files Here !/6 - Classification Algorithms/17 - Introduction.mp4
32 MB
~Get Your Files Here !/6 - Classification Algorithms/17 - Introduction.pptx
740.9 KB
~Get Your Files Here !/6 - Classification Algorithms/18 - Algorithm discussion Concepts.mp4
208.5 MB
~Get Your Files Here !/6 - Classification Algorithms/18 - Algorithm-discussion.pptx
950.6 KB
~Get Your Files Here !/6 - Classification Algorithms/19 - Algorithm Discussion Hands on.mp4
355.4 MB
~Get Your Files Here !/6 - Classification Algorithms/20 - Algorithm-discussion.pptx
950.6 KB
~Get Your Files Here !/6 - Classification Algorithms/20 - Classification Evaluation Technique Concepts.mp4
81.3 MB
~Get Your Files Here !/6 - Classification Algorithms/21 - Classification Evaluation Technique Hands on.mp4
141.7 MB
~Get Your Files Here !/7 - Unsupervised Learning/22 - Introduction.mp4
26.4 MB
~Get Your Files Here !/7 - Unsupervised Learning/22 - Introduction.pptx
924.1 KB
~Get Your Files Here !/7 - Unsupervised Learning/23 - Algorithm Discussion Concepts.mp4
47.7 MB
~Get Your Files Here !/7 - Unsupervised Learning/23 - Algorithm-discussion.pptx
661.5 KB
~Get Your Files Here !/7 - Unsupervised Learning/24 - Algorithm Discussion Hands on.mp4
321.2 MB
~Get Your Files Here !/8 - Time series Modelling concepts/25 - Introduction.mp4
12.3 MB
~Get Your Files Here !/8 - Time series Modelling concepts/25 - Introduction.pptx
676.9 KB
~Get Your Files Here !/8 - Time series Modelling concepts/26 - Algorithm Discussion Concepts.mp4
52.8 MB
~Get Your Files Here !/8 - Time series Modelling concepts/26 - Algorithm-Discussion.pptx
667 KB
~Get Your Files Here !/8 - Time series Modelling concepts/27 - Algorithm Discussion Hands on.mp4
266 MB
~Get Your Files Here !/9 - Ensemble Learning/28 - Introduction.mp4
62.3 MB
~Get Your Files Here !/9 - Ensemble Learning/28 - Introduction.pptx
909.9 KB
~Get Your Files Here !/9 - Ensemble Learning/29 - Algorithm Discussions and Concepts.mp4
98.6 MB
~Get Your Files Here !/9 - Ensemble Learning/29 - Algorithm-discussion.pptx
767.8 KB
~Get Your Files Here !/9 - Ensemble Learning/30 - Algorithm Discussion hands on.mp4
