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TORRENT DETAILS

[FreeCourseLab.com] Udemy - Machine Learning, Data Science And Deep Learning With Python

TORRENT SUMMARY

	Status:	All the torrents in this section have been verified by our verification system
Category:	Other
Infohash	29f6a107892304ce88e97cdfd00e87c24f5fadb6
Size:	7.4 GB in 99 files
Release Date(s):	Torrent Release: 14-05-2019 by user
Swarm:	0 Seeds & 2 Peers
Vote:	No votes yet.

DESCRIPTION

Udemy - Machine Learning, Data Science and Deep Learning with Python

Complete hands-on machine learning tutorial with data science, Tensorflow, artificial intelligence, and neural networks

Created by Sundog Education by Frank Kane, Frank Kane
Last updated 4/2019

For more Udemy Courses: https://freecourselab.com

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FILE LIST

Filename		Size
	1. Getting Started/1. Introduction.mp4	59.6 MB
	1. Getting Started/1. Introduction.vtt	4.2 KB
	1. Getting Started/2. Udemy 101 Getting the Most From This Course.mp4	19.8 MB
	1. Getting Started/2. Udemy 101 Getting the Most From This Course.vtt	3.6 KB
	1. Getting Started/3. [Activity] Getting What You Need.mp4	28.1 MB
	1. Getting Started/3. [Activity] Getting What You Need.vtt	4.2 KB
	1. Getting Started/3.1 Course Facebook Group.html	109 B
	1. Getting Started/3.2 Course materials and setup steps.html	100 B
	1. Getting Started/4. [Activity] Installing Enthought Canopy.mp4	109 MB
	1. Getting Started/4. [Activity] Installing Enthought Canopy.vtt	12.4 KB
	1. Getting Started/4.1 Enthought Canopy website.html	86 B
	1. Getting Started/5. Python Basics, Part 1 [Optional].mp4	133.8 MB
	1. Getting Started/5. Python Basics, Part 1 [Optional].vtt	32.1 KB
	1. Getting Started/6. [Activity] Python Basics, Part 2 [Optional].mp4	77.2 MB
	1. Getting Started/6. [Activity] Python Basics, Part 2 [Optional].vtt	18.9 KB
	1. Getting Started/7. Running Python Scripts [Optional].mp4	44.7 MB
	1. Getting Started/7. Running Python Scripts [Optional].vtt	8.2 KB
	1. Getting Started/8. Introducing the Pandas Library [Optional].mp4	127.9 MB
	1. Getting Started/8. Introducing the Pandas Library [Optional].vtt	15.7 KB
	10. Deep Learning and Neural Networks/1. Deep Learning Pre-Requisites.mp4	67.9 MB
	10. Deep Learning and Neural Networks/1. Deep Learning Pre-Requisites.vtt	17.1 KB
	10. Deep Learning and Neural Networks/10. Convolutional Neural Networks (CNN's).mp4	93.1 MB
	10. Deep Learning and Neural Networks/10. Convolutional Neural Networks (CNN's).vtt	17.6 KB
	10. Deep Learning and Neural Networks/11. [Activity] Using CNN's for handwriting recognition.mp4	80.8 MB
	10. Deep Learning and Neural Networks/11. [Activity] Using CNN's for handwriting recognition.vtt	16.3 KB
	10. Deep Learning and Neural Networks/12. Recurrent Neural Networks (RNN's).mp4	69.2 MB
	10. Deep Learning and Neural Networks/12. Recurrent Neural Networks (RNN's).vtt	16.3 KB
	10. Deep Learning and Neural Networks/13. [Activity] Using a RNN for sentiment analysis.mp4	94.8 MB
	10. Deep Learning and Neural Networks/13. [Activity] Using a RNN for sentiment analysis.vtt	20.7 KB
	10. Deep Learning and Neural Networks/14. The Ethics of Deep Learning.mp4	128.2 MB
	10. Deep Learning and Neural Networks/14. The Ethics of Deep Learning.vtt	17.5 KB
	10. Deep Learning and Neural Networks/15. Learning More about Deep Learning.mp4	38.6 MB
	10. Deep Learning and Neural Networks/15. Learning More about Deep Learning.vtt	2.8 KB
	10. Deep Learning and Neural Networks/2. The History of Artificial Neural Networks.mp4	80 MB
	10. Deep Learning and Neural Networks/2. The History of Artificial Neural Networks.vtt	16.8 KB
	10. Deep Learning and Neural Networks/3. [Activity] Deep Learning in the Tensorflow Playground.mp4	141.6 MB
	10. Deep Learning and Neural Networks/3. [Activity] Deep Learning in the Tensorflow Playground.vtt	17.1 KB
	10. Deep Learning and Neural Networks/4. Deep Learning Details.mp4	64.2 MB
	10. Deep Learning and Neural Networks/4. Deep Learning Details.vtt	14.8 KB
	10. Deep Learning and Neural Networks/5. Introducing Tensorflow.mp4	96.4 MB
	10. Deep Learning and Neural Networks/5. Introducing Tensorflow.vtt	19.7 KB
	10. Deep Learning and Neural Networks/6. [Activity] Using Tensorflow, Part 1.mp4	102.3 MB
	10. Deep Learning and Neural Networks/6. [Activity] Using Tensorflow, Part 1.vtt	19.3 KB
	10. Deep Learning and Neural Networks/7. [Activity] Using Tensorflow, Part 2.mp4	133.6 MB
	10. Deep Learning and Neural Networks/7. [Activity] Using Tensorflow, Part 2.vtt	19.4 KB
	10. Deep Learning and Neural Networks/8. [Activity] Introducing Keras.mp4	107.5 MB
	10. Deep Learning and Neural Networks/8. [Activity] Introducing Keras.vtt	28.6 KB
	10. Deep Learning and Neural Networks/9. [Activity] Using Keras to Predict Political Affiliations.mp4	104.3 MB
	10. Deep Learning and Neural Networks/9. [Activity] Using Keras to Predict Political Affiliations.vtt	26.1 KB
	11. Final Project/1. Your final project assignment.mp4	58.9 MB
	11. Final Project/1. Your final project assignment.vtt	10.1 KB
	11. Final Project/2. Final project review.mp4	98.5 MB
	11. Final Project/2. Final project review.vtt	22.2 KB
	12. You made it!/1. More to Explore.mp4	64.1 MB
	12. You made it!/1. More to Explore.vtt	6.6 KB
	12. You made it!/2. Don't Forget to Leave a Rating!.html	564 B
	12. You made it!/3. Bonus Lecture Discounts to continue your journey!.html	7.4 KB
	2. Statistics and Probability Refresher, and Python Practise/1. Types of Data.mp4	77.3 MB
	2. Statistics and Probability Refresher, and Python Practise/1. Types of Data.vtt	14.7 KB
	2. Statistics and Probability Refresher, and Python Practise/10. [Exercise] Conditional Probability.mp4	130.4 MB
	2. Statistics and Probability Refresher, and Python Practise/10. [Exercise] Conditional Probability.vtt	23.3 KB
	2. Statistics and Probability Refresher, and Python Practise/11. Exercise Solution Conditional Probability of Purchase by Age.mp4	28.7 MB
	2. Statistics and Probability Refresher, and Python Practise/11. Exercise Solution Conditional Probability of Purchase by Age.vtt	4.5 KB
	2. Statistics and Probability Refresher, and Python Practise/12. Bayes' Theorem.mp4	58.9 MB
	2. Statistics and Probability Refresher, and Python Practise/12. Bayes' Theorem.vtt	10.4 KB
	2. Statistics and Probability Refresher, and Python Practise/2. Mean, Median, Mode.mp4	56.1 MB
	2. Statistics and Probability Refresher, and Python Practise/2. Mean, Median, Mode.vtt	11.7 KB
	2. Statistics and Probability Refresher, and Python Practise/3. [Activity] Using mean, median, and mode in Python.mp4	92.7 MB
	2. Statistics and Probability Refresher, and Python Practise/3. [Activity] Using mean, median, and mode in Python.vtt	16.5 KB
	2. Statistics and Probability Refresher, and Python Practise/4. [Activity] Variation and Standard Deviation.mp4	110.9 MB
	2. Statistics and Probability Refresher, and Python Practise/4. [Activity] Variation and Standard Deviation.vtt	23.3 KB
	2. Statistics and Probability Refresher, and Python Practise/5. Probability Density Function; Probability Mass Function.mp4	30.1 MB
	2. Statistics and Probability Refresher, and Python Practise/5. Probability Density Function; Probability Mass Function.vtt	6.9 KB
	2. Statistics and Probability Refresher, and Python Practise/6. Common Data Distributions.mp4	75.4 MB
	2. Statistics and Probability Refresher, and Python Practise/6. Common Data Distributions.vtt	14.6 KB
	2. Statistics and Probability Refresher, and Python Practise/7. [Activity] Percentiles and Moments.mp4	114.1 MB
	2. Statistics and Probability Refresher, and Python Practise/7. [Activity] Percentiles and Moments.vtt	25.5 KB
	2. Statistics and Probability Refresher, and Python Practise/8. [Activity] A Crash Course in matplotlib.mp4	129.4 MB
	2. Statistics and Probability Refresher, and Python Practise/8. [Activity] A Crash Course in matplotlib.vtt	25.8 KB
	2. Statistics and Probability Refresher, and Python Practise/9. [Activity] Covariance and Correlation.mp4	116.7 MB
	2. Statistics and Probability Refresher, and Python Practise/9. [Activity] Covariance and Correlation.vtt	23.4 KB
	3. Predictive Models/1. [Activity] Linear Regression.mp4	100.5 MB
	3. Predictive Models/1. [Activity] Linear Regression.vtt	23.1 KB
	3. Predictive Models/2. [Activity] Polynomial Regression.mp4	66.8 MB
	3. Predictive Models/2. [Activity] Polynomial Regression.vtt	15.9 KB
	3. Predictive Models/3. [Activity] Multivariate Regression, and Predicting Car Prices.mp4	123.8 MB
	3. Predictive Models/3. [Activity] Multivariate Regression, and Predicting Car Prices.vtt	22.6 KB
	3. Predictive Models/4. Multi-Level Models.mp4	47.5 MB
	3. Predictive Models/4. Multi-Level Models.vtt	9.7 KB
	4. Machine Learning with Python/1. Supervised vs. Unsupervised Learning, and TrainTest.mp4	98.6 MB
	4. Machine Learning with Python/1. Supervised vs. Unsupervised Learning, and TrainTest.vtt	18.9 KB
	4. Machine Learning with Python/10. [Activity] Decision Trees Predicting Hiring Decisions.mp4	96 MB
	4. Machine Learning with Python/10. [Activity] Decision Trees Predicting Hiring Decisions.vtt	20.3 KB
	4. Machine Learning with Python/11. Ensemble Learning.mp4	65.2 MB
	4. Machine Learning with Python/11. Ensemble Learning.vtt	13.1 KB
	4. Machine Learning with Python/12. Support Vector Machines (SVM) Overview.mp4	44.7 MB
	4. Machine Learning with Python/12. Support Vector Machines (SVM) Overview.vtt	9 KB
	4. Machine Learning with Python/13. [Activity] Using SVM to cluster people using scikit-learn.mp4	55 MB
	4. Machine Learning with Python/13. [Activity] Using SVM to cluster people using scikit-learn.vtt	10.8 KB

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