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Détails du Torrent Pour "Udemy - Machine Learning & Data Science A-Z Hands-on Python 2021"

Udemy - Machine Learning & Data Science A-Z Hands-on Python 2021

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_NAME_:	Udemy - Machine Learning & Data Science A-Z Hands-on Python 2021
Description: Description Are you interested in data science and machine learning, but you don’t have any background, and you find the concepts confusing? Are you interested in programming in Python, but you always afraid of coding? I think this course is for you! Even if you are familiar with machine learning, this course can help you to review all the techniques and understand the concept behind each term. This course is completely categorized, and we don’t start from the middle! We actually start from the concept of every term, and then we try to implement it in Python step by step. The structure of the course is as follows: Chapter1: Introduction and all required installations Chapter2: Useful Machine Learning libraries (NumPy, Pandas & Matplotlib) Chapter3: Preprocessing Chapter4: Machine Learning Types Chapter5: Supervised Learning: Classification Chapter6: Supervised Learning: Regression Chapter7: Unsupervised Learning: Clustering Chapter8: Model Tuning Furthermore, you learn how to work with different real datasets and use them for developing your models. All the Python code templates that we write during the course together are available, and you can download them with the resource button of each section. Remember! That this course is created for you with any background as all the concepts will be explained from the basic! Also, the programming in Python will be explained from the basic coding, and you just need to know the syntax of Python. Who this course is for: Anyone with any background that interested in Data Science and Machine Learning with at least high school knowledge in mathematic Beginners, intermediate and even advanced students in the field of artificial intelligence, Data Science and Machine Learning Students in college that looking for securing their future jobs Employees that look forward to excel their job level by learning machine learning Anyone who afraid of coding in Python but interested in Machine Learning Concepts Any one who wants to create a new business using machine learning Graduate students and researchers that want to apply machine learning models in their thesis and projects Requirements Python’s basic syntax Last Updated 3/2021
YouTube Video:
Catégorie:	Apps
Langue :	English
Taille totale:	6.77 GB
Info Hash:	10AFAC13462941CA755ED4719DB0F5CF20D452D2
Ajouté par:	tutsnode
Date:	2021-04-11 12:56:36
Statut Torrent:	Torrent Verified

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[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/1. Introduction/1. Course Content.mp4	17.07 MB
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[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/2. Machine Learning Useful Packages (Libraries)/10. Pandas3.mp4	117.83 MB
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[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/2. Machine Learning Useful Packages (Libraries)/17. Chapter 2 Quiz.html	160.00 B
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/2. Machine Learning Useful Packages (Libraries)/2. NumPy1.mp4	37.49 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/2. Machine Learning Useful Packages (Libraries)/2. NumPy1.srt	8.21 kB
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[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/3. Data Preprocessing/1. Reading and Modifying a Dataset.mp4	154.55 MB
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[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/3. Data Preprocessing/13. Chapter3 Quiz.html	160.00 B
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/3. Data Preprocessing/2. Statistics1.mp4	34.04 MB
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[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/3. Data Preprocessing/5. Missing Values1.mp4	129.64 MB
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[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/4. Machine Learning Introduction/1. Learning Types.mp4	45.44 MB
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[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/4. Machine Learning Introduction/2. Chapter 4 Quiz.html	160.00 B
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/5. Supervised Learning - Classification/1. Supervised Learning Models - Introduction and Understanding the Data.mp4	233.75 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/5. Supervised Learning - Classification/1. Supervised Learning Models - Introduction and Understanding the Data.srt	33.14 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/5. Supervised Learning - Classification/10. Logistic Regression Concepts.mp4	10.85 MB
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[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/5. Supervised Learning - Classification/11. Logistic Regression Model Development.mp4	112.12 MB
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[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/5. Supervised Learning - Classification/12. Model Evaluation Concepts.mp4	83.47 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/5. Supervised Learning - Classification/12. Model Evaluation Concepts.srt	19.29 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/5. Supervised Learning - Classification/13. Model Evaluation - Calculating with Python.mp4	174.04 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/5. Supervised Learning - Classification/13. Model Evaluation - Calculating with Python.srt	19.93 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/5. Supervised Learning - Classification/14. Chapter 5 Quiz.html	160.00 B
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/5. Supervised Learning - Classification/2. k-NN Concepts.mp4	48.03 MB
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[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/5. Supervised Learning - Classification/7. Decision Tree - Cross Validation.mp4	54.64 MB
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[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/5. Supervised Learning - Classification/8. Naive Bayes Concepts.mp4	59.23 MB
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[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/5. Supervised Learning - Classification/9. Naive Bayes Model Development.mp4	58.95 MB
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[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/6. Supervised Learning - Regression/1. Simple and Multiple Linear Regression Concepts.mp4	212.19 MB
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[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/6. Supervised Learning - Regression/10. Support Vector Regression Model Development.mp4	121.01 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/6. Supervised Learning - Regression/10. Support Vector Regression Model Development.srt	11.43 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/6. Supervised Learning - Regression/11. Chapter 6 Quiz.html	160.00 B
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/6. Supervised Learning - Regression/2. Multiple Linear Regression - Model Development.mp4	75.59 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/6. Supervised Learning - Regression/2. Multiple Linear Regression - Model Development.srt	8.72 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/6. Supervised Learning - Regression/3. Evaluation Metrics - Concepts.mp4	49.47 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/6. Supervised Learning - Regression/3. Evaluation Metrics - Concepts.srt	12.64 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/6. Supervised Learning - Regression/4. Evaluation Metrics - Implementation.mp4	159.90 MB
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[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/6. Supervised Learning - Regression/5. Polynomial Linear Regression Concepts.mp4	26.39 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/6. Supervised Learning - Regression/5. Polynomial Linear Regression Concepts.srt	6.67 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/6. Supervised Learning - Regression/6. Polynomial Linear Regression Model Development.mp4	206.95 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/6. Supervised Learning - Regression/6. Polynomial Linear Regression Model Development.srt	20.75 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/6. Supervised Learning - Regression/7. Random Forest Concepts.mp4	30.23 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/6. Supervised Learning - Regression/7. Random Forest Concepts.srt	7.43 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/6. Supervised Learning - Regression/8. Random Forest Model Development.mp4	246.24 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/6. Supervised Learning - Regression/8. Random Forest Model Development.srt	24.62 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/6. Supervised Learning - Regression/9. Support Vector Regression Concepts.mp4	26.97 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/6. Supervised Learning - Regression/9. Support Vector Regression Concepts.srt	7.50 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/7. Unsupervised Learning - Clustering Techniques/1. Introduction.mp4	38.11 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/7. Unsupervised Learning - Clustering Techniques/1. Introduction.srt	8.33 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/7. Unsupervised Learning - Clustering Techniques/10. Hierarchical Clustering Model Development.mp4	145.89 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/7. Unsupervised Learning - Clustering Techniques/10. Hierarchical Clustering Model Development.srt	17.64 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/7. Unsupervised Learning - Clustering Techniques/11. Chapter 7 Quiz.html	160.00 B
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/7. Unsupervised Learning - Clustering Techniques/2. K-means Concepts1.mp4	44.53 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/7. Unsupervised Learning - Clustering Techniques/2. K-means Concepts1.srt	11.27 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/7. Unsupervised Learning - Clustering Techniques/3. K-means Concepts2.mp4	21.28 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/7. Unsupervised Learning - Clustering Techniques/3. K-means Concepts2.srt	7.15 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/7. Unsupervised Learning - Clustering Techniques/4. K-means Model Development1.mp4	35.98 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/7. Unsupervised Learning - Clustering Techniques/4. K-means Model Development1.srt	5.20 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/7. Unsupervised Learning - Clustering Techniques/5. K-means Model Development2.mp4	103.83 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/7. Unsupervised Learning - Clustering Techniques/5. K-means Model Development2.srt	13.80 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/7. Unsupervised Learning - Clustering Techniques/6. K-means - Model Evaluation.mp4	102.40 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/7. Unsupervised Learning - Clustering Techniques/6. K-means - Model Evaluation.srt	11.55 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/7. Unsupervised Learning - Clustering Techniques/7. DBSCAN Concepts.mp4	26.85 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/7. Unsupervised Learning - Clustering Techniques/7. DBSCAN Concepts.srt	6.28 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/7. Unsupervised Learning - Clustering Techniques/8. DBSCAN Model Development.mp4	86.87 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/7. Unsupervised Learning - Clustering Techniques/8. DBSCAN Model Development.srt	10.41 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/7. Unsupervised Learning - Clustering Techniques/9. Hierarchical Clustering Concepts.mp4	24.29 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/7. Unsupervised Learning - Clustering Techniques/9. Hierarchical Clustering Concepts.srt	6.53 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/8. Hyper Parameter Optimization (Model Tuning)/1. Introduction.mp4	17.03 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/8. Hyper Parameter Optimization (Model Tuning)/1. Introduction.srt	4.69 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/8. Hyper Parameter Optimization (Model Tuning)/2. Support Vector Regression - Model Tuning.mp4	125.61 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/8. Hyper Parameter Optimization (Model Tuning)/2. Support Vector Regression - Model Tuning.srt	13.57 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/8. Hyper Parameter Optimization (Model Tuning)/3. K-Means - Model Tuning.mp4	15.30 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/8. Hyper Parameter Optimization (Model Tuning)/3. K-Means - Model Tuning.srt	2.57 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/8. Hyper Parameter Optimization (Model Tuning)/4. k-NN - Model Tuning.mp4	133.64 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/8. Hyper Parameter Optimization (Model Tuning)/4. k-NN - Model Tuning.srt	13.05 kB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/8. Hyper Parameter Optimization (Model Tuning)/5. Overfitting and Underfitting.mp4	72.09 MB
[TutsNode.com] - Machine Learning & Data Science A-Z Hands-on Python 2021/8. Hyper Parameter Optimization (Model Tuning)/5. Overfitting and Underfitting.srt	11.20 kB

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Udemy - Machine Learning & Data Science A-Z Hands-on Python 2021