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[ CourseBoat.com ] Udemy - Machine Learning A-Z with Python with Project (Beginner)

[ CourseBoat.com ] Udemy - Machine Learning A-Z with Python with Project (Beginner)

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Description
Machine Learning A-Z with Python with Project (Beginner)



https://CourseBoat.com

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 33 lectures (13h 11m) | Size: 3.9 GB
Complete Machine Learning Course with Python for beginners
What you'll learn:
Master Machine Learning on Python
Make powerful analysis
Make accurate predictions
Make robust Machine Learning models
Use Machine Learning for personal purpose
Build an army of powerful Machine Learning models and know how to combine them to solve any problem
Classify data using K-Means clustering, Support Vector Machines (SVM), KNN, Decision Trees, Naive Bayes, and PCA
Clean your input data to remove outliers

Requirements
No prior experience needed, you will learn what is needed. (A basic python knowledge will definetly increase your chances of learning fast))

Description
Machine Learning and artificial intelligence (AI) is everywhere; if you want to know how companies like Google, Amazon, and even Udemy extract meaning and insights from massive data sets, this data science course will give you the fundamentals you need. Data Scientists enjoy one of the top-paying jobs, with an average salary of $120,000 according to Glassdoor and Indeed. That's just the average! And it's not just about money - it's interesting work too!

If you've got some programming or scripting experience, this course will teach you the techniques used by real data scientists and machine learning practitioners in the tech industry - and prepare you for a move into this hot career path.

File list
  • [ CourseBoat.com ] Udemy - Machine Learning A-Z with Python with Project (Beginner)
  • ~Get Your Files Here !/1. Foundation/1. Introduction.mp4 7.8 MB
  • ~Get Your Files Here !/1. Foundation/1. Introduction.srt 3 KB
  • ~Get Your Files Here !/10. Our Project (Recomendation System)/1. PCA.mp4 157.9 MB
  • ~Get Your Files Here !/10. Our Project (Recomendation System)/1. PCA.srt 37.1 KB
  • ~Get Your Files Here !/10. Our Project (Recomendation System)/2. Recommendations System.mp4 283.8 MB
  • ~Get Your Files Here !/10. Our Project (Recomendation System)/2. Recommendations System.srt 53.2 KB
  • ~Get Your Files Here !/2. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4 87.3 MB
  • ~Get Your Files Here !/2. Introduction to Machine Learning/1. Introduction to Machine Learning.srt 13.5 KB
  • ~Get Your Files Here !/3. Applied Statistics/1. Statistics 101.mp4 59.1 MB
  • ~Get Your Files Here !/3. Applied Statistics/1. Statistics 101.srt 12.8 KB
  • ~Get Your Files Here !/3. Applied Statistics/2. Descriptive Statistics.mp4 32.1 MB
  • ~Get Your Files Here !/3. Applied Statistics/2. Descriptive Statistics.srt 7.6 KB
  • ~Get Your Files Here !/3. Applied Statistics/3. Descriptive Statistics (Part-2).mp4 73.1 MB
  • ~Get Your Files Here !/3. Applied Statistics/3. Descriptive Statistics (Part-2).srt 17.6 KB
  • ~Get Your Files Here !/3. Applied Statistics/4. Measures of Spread.mp4 60.8 MB
  • ~Get Your Files Here !/3. Applied Statistics/4. Measures of Spread.srt 13.7 KB
  • ~Get Your Files Here !/3. Applied Statistics/5. Probability.mp4 61.3 MB
  • ~Get Your Files Here !/3. Applied Statistics/5. Probability.srt 15.7 KB
  • ~Get Your Files Here !/3. Applied Statistics/6. Conditional Probability.mp4 34.5 MB
  • ~Get Your Files Here !/3. Applied Statistics/6. Conditional Probability.srt 7.1 KB
  • ~Get Your Files Here !/3. Applied Statistics/7. Probability Distribution.mp4 95 MB
  • ~Get Your Files Here !/3. Applied Statistics/7. Probability Distribution.srt 17.4 KB
  • ~Get Your Files Here !/3. Applied Statistics/8. Hypothesis Testing.mp4 107.4 MB
  • ~Get Your Files Here !/3. Applied Statistics/8. Hypothesis Testing.srt 19.3 KB
  • ~Get Your Files Here !/4. ntroduction to Python/1. Python Installation.mp4 79.5 MB
  • ~Get Your Files Here !/4. ntroduction to Python/1. Python Installation.srt 12.1 KB
  • ~Get Your Files Here !/4. ntroduction to Python/2. Python IDE.mp4 47.1 MB
  • ~Get Your Files Here !/4. ntroduction to Python/2. Python IDE.srt 16.2 KB
  • ~Get Your Files Here !/4. ntroduction to Python/3. Python_Basics.mp4 190.9 MB
  • ~Get Your Files Here !/4. ntroduction to Python/3. Python_Basics.srt 40.9 KB
  • ~Get Your Files Here !/4. ntroduction to Python/4. Python Basics II.mp4 219 MB
  • ~Get Your Files Here !/4. ntroduction to Python/4. Python Basics II.srt 52.2 KB
  • ~Get Your Files Here !/4. ntroduction to Python/5. Data Structures.mp4 380.4 MB
  • ~Get Your Files Here !/4. ntroduction to Python/5. Data Structures.srt 68.3 KB
  • ~Get Your Files Here !/4. ntroduction to Python/6. Numpy.mp4 324.7 MB
  • ~Get Your Files Here !/4. ntroduction to Python/6. Numpy.srt 69.9 KB
  • ~Get Your Files Here !/4. ntroduction to Python/7. Pandas.mp4 344 MB
  • ~Get Your Files Here !/4. ntroduction to Python/7. Pandas.srt 66 KB
  • ~Get Your Files Here !/4. ntroduction to Python/8. Data Visualisation.mp4 356.1 MB
  • ~Get Your Files Here !/4. ntroduction to Python/8. Data Visualisation.srt 61.6 KB
  • ~Get Your Files Here !/4. ntroduction to Python/9. Data Transformation.mp4 120.6 MB
  • ~Get Your Files Here !/4. ntroduction to Python/9. Data Transformation.srt 26.1 KB
  • ~Get Your Files Here !/5. Let's dig Machine Learning/1. Machine Learning Intro.mp4 119 MB
  • ~Get Your Files Here !/5. Let's dig Machine Learning/1. Machine Learning Intro.srt 21.8 KB
  • ~Get Your Files Here !/6. Regression/1. Linear Regression.mp4 449.5 MB
  • ~Get Your Files Here !/6. Regression/1. Linear Regression.srt 78 KB
  • ~Get Your Files Here !/7. Classification/1. Logistic Regression.mp4 321.5 MB
  • ~Get Your Files Here !/7. Classification/1. Logistic Regression.srt 55.8 KB
  • ~Get Your Files Here !/7. Classification/2. KNN.mp4 285.9 MB
  • ~Get Your Files Here !/7. Classification/2. KNN.srt 51.1 KB
  • ~Get Your Files Here !/7. Classification/3. Naïve Bayes.mp4 86.2 MB
  • ~Get Your Files Here !/7. Classification/3. Naïve Bayes.srt 18.7 KB
  • ~Get Your Files Here !/7. Classification/4. SVM.mp4 64.7 MB
  • ~Get Your Files Here !/7. Classification/4. SVM.srt 11.6 KB
  • ~Get Your Files Here !/7. Classification/5. Decision Tree.mp4 217 MB
  • ~Get Your Files Here !/7. Classification/5. Decision Tree.srt 34.7 KB
  • ~Get Your Files Here !/8. Clustering/1. K-means.mp4 137.5 MB
  • ~Get Your Files Here !/8. Clustering/1. K-means.srt 23.3 KB
  • ~Get Your Files Here !/8. Clustering/2. Hierarchical Clustering.mp4 65.2 MB
  • ~Get Your Files Here !/8. Clustering/2. Hierarchical Clustering.srt 10.9 KB
  • ~Get Your Files Here !/8. Clustering/3. DBScan.mp4 84.4 MB
  • ~Get Your Files Here !/8. Clustering/3. DBScan.srt 14.7 KB
  • ~Get Your Files Here !/9. Ensemble ML/1. Bagging.mp4 156.5 MB
  • ~Get Your Files Here !/9. Ensemble ML/1. Bagging.srt 30 KB
  • ~Get Your Files Here !/9. Ensemble ML/2. Boosting.mp4 165.6 MB
  • ~Get Your Files Here !/9. Ensemble ML/2. Boosting.srt 21.7 KB
  • ~Get Your Files Here !/Bonus Resources.txt 357 B

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