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[ CourseBoat.com ] Udemy - Machine Learning A-Z With Python With Project (Beginner)
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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.
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FILE LIST
Filename
Size
~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
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