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[GigaCourse.com] Udemy - Data Science A-Z™ Real-Life Data Science Exercises Included

TORRENT SUMMARY

	Status:	All the torrents in this section have been verified by our verification system
Category:	Other
Infohash	af15a1fbcf89d6c6bdb476880051e90cd12dc757
Size:	10.5 GB in 99 files
Release Date(s):	Torrent Release: 16-04-2020 by user
Swarm:	0 Seeds & 2 Peers
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DESCRIPTION

Udemy - Data Science A-Z™ Real-Life Data Science Exercises Included

Description

Extremely Hands-On... Incredibly Practical... Unbelievably Real!

This is not one of those fluffy classes where everything works out just the way it should and your training is smooth sailing. This course throws you into the deep end.

In this course you WILL experience firsthand all of the PAIN a Data Scientist goes through on a daily basis. Corrupt data, anomalies, irregularities - you name it!

This course will give you a full overview of the Data Science journey. Upon completing this course you will know:

How to clean and prepare your data for analysis
How to perform basic visualisation of your data
How to model your data
How to curve-fit your data
And finally, how to present your findings and wow the audience

This course will give you so much practical exercises that real world will seem like a piece of cake when you graduate this class. This course has homework exercises that are so thought provoking and challenging that you will want to cry... But you won't give up! You will crush it. In this course you will develop a good understanding of the following tools:

SQL
SSIS
Tableau
Gretl

This course has pre-planned pathways. Using these pathways you can navigate the course and combine sections into YOUR OWN journey that will get you the skills that YOU need.

Or you can do the whole course and set yourself up for an incredible career in Data Science.

The choice is yours. Join the class and start learning today!

Created by Kirill Eremenko, SuperDataScience Team
Last updated 4/2020
English
English

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FILE LIST

Filename		Size
	1. Get Excited/1. Welcome to Data Science A-Z™.mp4	48.8 MB
	1. Get Excited/1. Welcome to Data Science A-Z™.srt	7.4 KB
	1. Get Excited/2. BONUS Learning Paths.html	2.4 KB
	10. Multiple Linear Regression/1. Intro (what you will learn in this section).mp4	27.7 MB
	10. Multiple Linear Regression/1. Intro (what you will learn in this section).srt	2 KB
	10. Multiple Linear Regression/10. Section Recap.mp4	22.6 MB
	10. Multiple Linear Regression/10. Section Recap.srt	6.8 KB
	10. Multiple Linear Regression/2. Caveat assumptions of a linear regression.mp4	6.2 MB
	10. Multiple Linear Regression/2. Caveat assumptions of a linear regression.srt	2.7 KB
	10. Multiple Linear Regression/3. Get the dataset.mp4	43.6 MB
	10. Multiple Linear Regression/3. Get the dataset.srt	6.4 KB
	10. Multiple Linear Regression/4. Dummy Variables.mp4	51.6 MB
	10. Multiple Linear Regression/4. Dummy Variables.srt	12.1 KB
	10. Multiple Linear Regression/5. Dummy Variable Trap.mp4	15.8 MB
	10. Multiple Linear Regression/5. Dummy Variable Trap.srt	3.5 KB
	10. Multiple Linear Regression/6. Ways to build a model BACKWARD, FORWARD, STEPWISE.mp4	74.4 MB
	10. Multiple Linear Regression/6. Ways to build a model BACKWARD, FORWARD, STEPWISE.srt	23.6 KB
	10. Multiple Linear Regression/7. Backward Elimination - Practice time.mp4	131.7 MB
	10. Multiple Linear Regression/7. Backward Elimination - Practice time.srt	25 KB
	10. Multiple Linear Regression/8. Using Adjusted R-squared to create Robust models.mp4	124.7 MB
	10. Multiple Linear Regression/8. Using Adjusted R-squared to create Robust models.srt	15.2 KB
	10. Multiple Linear Regression/9. Interpreting coefficients of MLR.mp4	122.1 MB
	10. Multiple Linear Regression/9. Interpreting coefficients of MLR.srt	18.5 KB
	11. Logistic Regression/1. Intro (what you will learn in this section).mp4	34.8 MB
	11. Logistic Regression/1. Intro (what you will learn in this section).srt	2.6 KB
	11. Logistic Regression/2. Get the dataset.mp4	24.1 MB
	11. Logistic Regression/2. Get the dataset.srt	5.6 KB
	11. Logistic Regression/3. Binary outcome YesNo-Type Business Problems.mp4	56.3 MB
	11. Logistic Regression/3. Binary outcome YesNo-Type Business Problems.srt	13.4 KB
	11. Logistic Regression/4. Logistic regression intuition.mp4	62.9 MB
	11. Logistic Regression/4. Logistic regression intuition.srt	25.3 KB
	11. Logistic Regression/5. Your first logistic regression.mp4	62.2 MB
	11. Logistic Regression/5. Your first logistic regression.srt	11.8 KB
	11. Logistic Regression/6. False Positives and False Negatives.mp4	33.4 MB
	11. Logistic Regression/6. False Positives and False Negatives.srt	11.5 KB
	11. Logistic Regression/7. Confusion Matrix.mp4	15.7 MB
	11. Logistic Regression/7. Confusion Matrix.srt	7.4 KB
	11. Logistic Regression/8. Interpreting coefficients of a logistic regression.mp4	72 MB
	11. Logistic Regression/8. Interpreting coefficients of a logistic regression.srt	14.1 KB
	12. Building a robust geodemographic segmentation model/1. Intro (what you will learn in this section).mp4	22.4 MB
	12. Building a robust geodemographic segmentation model/1. Intro (what you will learn in this section).srt	1.8 KB
	12. Building a robust geodemographic segmentation model/10. Model is Ready and Section Recap.mp4	44.2 MB
	12. Building a robust geodemographic segmentation model/10. Model is Ready and Section Recap.srt	9.2 KB
	12. Building a robust geodemographic segmentation model/2. Get the dataset.mp4	89.8 MB
	12. Building a robust geodemographic segmentation model/2. Get the dataset.srt	11.6 KB
	12. Building a robust geodemographic segmentation model/3. What is geo-demographic segmenation.mp4	26.7 MB
	12. Building a robust geodemographic segmentation model/3. What is geo-demographic segmenation.srt	7.6 KB
	12. Building a robust geodemographic segmentation model/4. Let's build the model - first iteration.mp4	52.9 MB
	12. Building a robust geodemographic segmentation model/4. Let's build the model - first iteration.srt	12.7 KB
	12. Building a robust geodemographic segmentation model/5. Let's build the model - backward elimination STEP-BY-STEP.mp4	119.2 MB
	12. Building a robust geodemographic segmentation model/5. Let's build the model - backward elimination STEP-BY-STEP.srt	17 KB
	12. Building a robust geodemographic segmentation model/6. Transforming independent variables.mp4	65 MB
	12. Building a robust geodemographic segmentation model/6. Transforming independent variables.srt	14.7 KB
	12. Building a robust geodemographic segmentation model/7. Creating derived variables.mp4	52.6 MB
	12. Building a robust geodemographic segmentation model/7. Creating derived variables.srt	8.6 KB
	12. Building a robust geodemographic segmentation model/8. Checking for multicollinearity using VIF.mp4	96.1 MB
	12. Building a robust geodemographic segmentation model/8. Checking for multicollinearity using VIF.srt	11.6 KB
	12. Building a robust geodemographic segmentation model/9. Correlation Matrix and Multicollinearity Intuition.mp4	69.6 MB
	12. Building a robust geodemographic segmentation model/9. Correlation Matrix and Multicollinearity Intuition.srt	11.3 KB
	13. Assessing your model/1. Intro (what you will learn in this section).mp4	13.4 MB
	13. Assessing your model/1. Intro (what you will learn in this section).srt	1.1 KB
	13. Assessing your model/10. Section Recap.mp4	17.1 MB
	13. Assessing your model/10. Section Recap.srt	5.3 KB
	13. Assessing your model/2. Accuracy paradox.mp4	8.3 MB
	13. Assessing your model/2. Accuracy paradox.srt	3.3 KB
	13. Assessing your model/3. Cumulative Accuracy Profile (CAP).mp4	37.9 MB
	13. Assessing your model/3. Cumulative Accuracy Profile (CAP).srt	16.2 KB
	13. Assessing your model/4. How to build a CAP curve in Excel.mp4	146.1 MB
	13. Assessing your model/4. How to build a CAP curve in Excel.srt	22.3 KB
	13. Assessing your model/5. Assessing your model using the CAP curve.mp4	39.3 MB
	13. Assessing your model/5. Assessing your model using the CAP curve.srt	10.4 KB
	13. Assessing your model/6. Get my CAP curve template.mp4	56.6 MB
	13. Assessing your model/6. Get my CAP curve template.srt	9.9 KB
	13. Assessing your model/7. How to use test data to prevent overfitting your model.mp4	22.1 MB
	13. Assessing your model/7. How to use test data to prevent overfitting your model.srt	5.4 KB
	13. Assessing your model/8. Applying the model to test data.mp4	99.9 MB
	13. Assessing your model/8. Applying the model to test data.srt	10.7 KB
	13. Assessing your model/9. Comparing training performance and test performance.mp4	104.4 MB
	13. Assessing your model/9. Comparing training performance and test performance.srt	16.7 KB
	14. Drawing insights from your model/1. Intro (what you will learn in this section).mp4	12.2 MB
	14. Drawing insights from your model/1. Intro (what you will learn in this section).srt	944 B
	14. Drawing insights from your model/2. Power insights from your CAP.mp4	110.8 MB
	14. Drawing insights from your model/2. Power insights from your CAP.srt	21.1 KB
	14. Drawing insights from your model/3. Coefficients of a Logistic Regression - Plan of Attack (advanced topic).mp4	17.1 MB
	14. Drawing insights from your model/3. Coefficients of a Logistic Regression - Plan of Attack (advanced topic).srt	5.7 KB
	14. Drawing insights from your model/4. Odds ratio (advanced topic).mp4	51.3 MB
	14. Drawing insights from your model/4. Odds ratio (advanced topic).srt	12.9 KB
	14. Drawing insights from your model/5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).mp4	26.6 MB
	14. Drawing insights from your model/5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).srt	10.6 KB
	14. Drawing insights from your model/6. Deriving insights from your coefficients (advanced topic).mp4	116.5 MB
	14. Drawing insights from your model/6. Deriving insights from your coefficients (advanced topic).srt	20.8 KB
	14. Drawing insights from your model/7. Section Recap.mp4	13.4 MB
	14. Drawing insights from your model/7. Section Recap.srt	4.8 KB
	15. Model maintenance/1. Intro (what you will learn in this section).mp4	13.6 MB
	15. Model maintenance/1. Intro (what you will learn in this section).srt	1 KB
	15. Model maintenance/2. What does model deterioration look like.mp4	30.1 MB
	15. Model maintenance/2. What does model deterioration look like.srt	6.8 KB
	15. Model maintenance/3. Why do models deteriorate.mp4	109 MB
	15. Model maintenance/3. Why do models deteriorate.srt	24.8 KB

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