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Machine Learning Real World Projects In Python
TORRENT SUMMARY
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Machine Learning is one of the hottest technology field in the world right now! This field is exploding with opportunities and career prospects. Machine Learning techniques are widely used in several sectors now a days such as banking, healthcare, finance, education transportation and technology.
This course covers several technique in a practical manner, the projects include coding sessions as well as Algorithm Intuition:
So, if you’ve ever wanted to play a role in the future of technology development, then here’s your chance to get started with Machine Learning. Because in a practical life, machine learning seems to be complex and tough,thats why we’ve designed a course to help break it down into real world use-cases that are easier to understand.
1.Task #1 @Predicting the Hotel booking : Predict Whether booking is going to cancel or not
3.Task #2 @Predict Whether Person has a Chronic Disease or not: Develop a Machine learning Model that predicts whether person has kidney disease or not
2.Task #3 @Predict the Prices of Flight: Predict the prices of Flght using Regression & Ensemble Algorithms..
The course covers a number of different machine learning algorithms such as Regression and Classification algorithms. From there you will learn how to incorporate these algorithms into actual projects so you can see how they work in action! But, that’s not all. In addition to quizzes that you’ll find at the end of each section, the course also includes a 3 brand new projects that can help you experience the power of Machine Learning using real-world examples!
Who this course is for:
Data Scientists who want to apply their knowledge on Real World Case Studies
Machine Learning Enthusiasts who look to add more projects to their Portfolio
Requirements
Basic knowledge of Python programming is recommended.
Last Updated 2/2021
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TutsNode.com.txt
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[TutsNode.com] - Machine Learning Real World projects in Python/1. Intro to this course/1. Introduction & Course Benefits.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/1. Intro to this course/2. How to follow this course-Must Watch.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/1. Intro to this course/3. Installation of Anaconda Navigator.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/1. Intro to this course/4. Regarding Healthcare Project.html
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/1. Introduction to Business Problem & Dataset.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/10. How to Handle Outliers.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/11. Applying Techniques of Feature Importance.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/11. Applying Techniques of Feature Importance.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/12. Intuition behind Logistic Regression --part 1.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/12. Intuition behind Logistic Regression --part 1.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/13. Intuition behind Logistic Regression --part 2.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/14. Idea Behind Cross Validation- Part 1.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/15. Idea Behind Cross Validation- Part 2.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/15. Idea Behind Cross Validation- Part 2.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/16. Applying logistic regression on data & cross-validate it.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/16. Applying logistic regression on data & cross-validate it.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/17. Intuition Behind Decision Tree- Part 1.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/18. Intuition Behind Decision Tree- Part 2.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/18. Intuition Behind Decision Tree- Part 2.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/19. Intuition Behind Decision Tree- Part 3.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/2. Datasets & Resources.html
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/20. Intuition Behind Decision Tree- Part 4.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/21. Intuition Behind Decision Tree- Part 5.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/23. Intuition Behind Random Forest Part-1.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/23. Intuition Behind Random Forest Part-1.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/24. Intuition Behind Random Forest Part-2.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/25. Intuition Behind KNN- Part 1.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/26. Intuition Behind KNN- Part 2.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/27. Intuition Behind KNN- Part 3.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/29. Applying Multiple algorithms on data.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/29. Applying Multiple algorithms on data.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/3. Prepare your data for Analysis & Modelling.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/4. Analysing Home country of guests.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/5. Analysing Prices of Hotels across year.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/6. Analysing Demand Of hotels.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/7. Select Important features using Machine learning.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/7. Select Important features using Machine learning.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/8. How to extract Derived features from data.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/2. Project 1-- Predict status of Hotel Booking/9. How to handle Categorical data.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/1. Introduction to Business Problem & Dataset.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/10. Apply Random Forest on Data & Automate your predictions.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/10. Apply Random Forest on Data & Automate your predictions.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/11. Intuition Behind Linear Regression- Part 1.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/12. Intuition Behind Linear Regression- Part 2.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/13. Intuition Behind Linear Regression- Part 3.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/14. Play with multiple Algorithms & dumping your model.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/14. Play with multiple Algorithms & dumping your model.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/15. How to Cross Validate your model.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/15. How to Cross Validate your model.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/2. Datasets & Resources.html
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/3. Understand your data.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/3. Understand your data.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/4. How to extract Derived features from data.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/4. How to extract Derived features from data.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/5. Perform Data Pre-processing.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/6. Handle Categorical Data & Feature Encoding.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/6. Handle Categorical Data & Feature Encoding.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/7. How to Perform Label Encoding on dataset.mp4
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/7. How to Perform Label Encoding on dataset.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/8. Outliers Detection in Data.srt
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[TutsNode.com] - Machine Learning Real World projects in Python/3. Project 3-- Predict Prices of Airline Tickets/9. Select best Features using Feature Selection Technique.srt
