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Udemy - Machine Learning Foundation With Practical Approaches

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3.9 GB
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Description
[ DevCourseWeb.com ] Machine Learning Foundation With Practical Approaches



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







Published 8/2023

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz

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.



If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com



Get More Tutorials and Support Us -->> https://FreeCourseWeb.com



We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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File list
  • Udemy - Machine Learning Foundation With Practical Approaches
  • ~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 97.6 MB
  • ~Get Your Files Here !/Bonus Resources.txt 386 B

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