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Udemy - Machine Learning : Random Forest with Python from Scratch

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English

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3.12 GB

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86c249c26587bd38d9a8c874946f845b4af38874

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Added:

19-03-2021 02:34

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[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/01 Introduction to the Course/001 Introduction and Instructor.en.srt	3.77 kB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/01 Introduction to the Course/001 Introduction and Instructor.mp4	19.15 MB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/01 Introduction to the Course/002 Motivation for this Course.en.srt	9.27 kB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/01 Introduction to the Course/002 Motivation for this Course.mp4	43.08 MB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/01 Introduction to the Course/003 Past, Present and future of Machine Learning.en.srt	8.88 kB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/01 Introduction to the Course/003 Past, Present and future of Machine Learning.mp4	46.95 MB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/01 Introduction to the Course/004 Course Overview.en.srt	7.41 kB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/01 Introduction to the Course/004 Course Overview.mp4	24.75 MB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/01 Introduction to the Course/005 Please give us some feedback and Review.en.srt	2.50 kB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/01 Introduction to the Course/005 Please give us some feedback and Review.mp4	28.76 MB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/01 Introduction to the Course/006 Link to the Python codes for the projects and the data.html	2.07 kB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/02 Introduction to Python/007 Hello World.en.srt	8.93 kB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/02 Introduction to Python/007 Hello World.mp4	37.61 MB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/02 Introduction to Python/008 Introduction to data types.en.srt	5.26 kB
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[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/02 Introduction to Python/024 Calculator Project.en.srt	13.99 kB
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[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/03 Introduction to Machine learning/025 Let's Introduce Machine Learning.en.srt	9.25 kB
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[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/03 Introduction to Machine learning/026 Kids Vs Computer Learning.en.srt	12.40 kB
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[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/03 Introduction to Machine learning/028 Labels and Features.en.srt	15.93 kB
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[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/03 Introduction to Machine learning/032 Accuracy and Error.mp4	32.78 MB
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[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/03 Introduction to Machine learning/036 Clustering.en.srt	6.02 kB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/03 Introduction to Machine learning/036 Clustering.mp4	32.41 MB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/03 Introduction to Machine learning/037 Recap, Flow of Machine Learning Project.en.srt	7.52 kB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/03 Introduction to Machine learning/037 Recap, Flow of Machine Learning Project.mp4	26.95 MB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/038 Introduction and Motivation.en.srt	7.28 kB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/038 Introduction and Motivation.mp4	65.40 MB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/039 How Decision Trees and Random Forest Work.en.srt	10.40 kB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/039 How Decision Trees and Random Forest Work.mp4	49.81 MB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/040 Pros and Cons of Random Forest.en.srt	8.47 kB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/040 Pros and Cons of Random Forest.mp4	35.81 MB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/041 Introduction to the final Project.en.srt	7.28 kB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/041 Introduction to the final Project.mp4	65.45 MB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/042 Using NumPy for Random Forest.en.srt	12.84 kB
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[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/048 Dealing with Missing Values.en.srt	12.80 kB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/048 Dealing with Missing Values.mp4	68.99 MB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/049 Outliers Removal.en.srt	9.69 kB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/049 Outliers Removal.mp4	60.64 MB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/050 Categorical to Numeric Conversion.en.srt	16.97 kB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/050 Categorical to Numeric Conversion.mp4	97.73 MB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/051 Quick Implementation of Random Forest Model.en.srt	15.97 kB
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[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/052 Feature Importance.en.srt	5.70 kB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/052 Feature Importance.mp4	36.77 MB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/053 Recursion.en.srt	13.86 kB
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[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/054 Structure.mp4	40.56 MB
[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/055 Importing Data, Helper Functions.en.srt	13.23 kB
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[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/056 Question and Partition.en.srt	10.73 kB
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[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/04 Random Forest Step-by-step/061 How to Build Tree.en.srt	9.29 kB
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[TutsNode.com] - Machine Learning Random Forest with Python from Scratch/05 Conclusion and Bonus Lectures/065 Free Gift.html	3.47 kB

Description

Description

Are you ready to start your path to becoming a Machine Learning expert!

Are you ready to train your machine like a father trains his son!

A breakthrough in Machine Learning would be worth ten Microsofts.” -Bill Gates

There are lots of courses and lectures out there regarding random forest. This course is different!

After taking this course, the curtains of machine learning and especially random forest will be lifted for you. You’ll be learning a state-of-the-art algorithm in details with practical implementation.

This course is truly a step-by-step. In every new tutorial we build on what had already learned and move one extra step forward and then we assign you a small task that is solved in the beginning of next video.

We start by teaching the theoretical part of concept and then we implement everything as it is practically using python

This comprehensive course will be your guide to learning how to use the power of Python to train your machine such that your machine starts learning just like human and based on that learning, your machine starts making predictions as well!

We’ll be using python as programming language in this course which is the hottest language nowadays if we talk about machine leaning. Python will be taught from very basic level up to advanced level so that any machine learning concept can be implemented.

We’ll also learn various steps of data preprocessing which allows us to make data ready for machine learning algorithms.

We’ll learn all general concepts of machine learning overall which will be followed by the implementation of one of the most important ML algorithm “random forest”. Each and every concept of random forest will be taught theoretically and will be implemented practically using python.

Machine learning has been ranked one of the hottest jobs on Glassdoor and the average salary of a machine learning engineer is over $110,000 in the United States according to Indeed! Machine Learning is a rewarding career that allows you to solve some of the world’s most interesting problems!

This course is designed for both beginners with some programming experience or even those who know nothing about ML and random forest!

This comprehensive course is comparable to other Machine Learning courses that usually cost thousands of dollars, but now you can learn all that information at a fraction of the cost! With over 50 HD video lectures and detailed code notebooks for every lecture this is one of the most comprehensive course for random forest and machine learning on Udemy!

We’ll teach you how to program with Python, how to use it for data preprocessing and random forest! Here a just a few of the topics we will be learning:

Programming with Python
NumPy with Python for array handling
Using pandas Data Frames to handle Excel Files
Use matplotlib for data visualizations
Data Preprocessing
Machine Learning concepts, including:
Training and testing sets
Model training
Model Validation
Random forest with sk-learn
Random forest from absolute scratch
Implementing random forest on titanic data set
and much, much more!

Enroll in the course and become an outstanding machine learning engineer today!

Who this course is for:

This course is for you if you want to learn how to program in Python for Machine Learning
This course is for you if you want to make a predictive analysis model
This course is for you if you are tired of Machine Learning courses that are too complicated and expensive
This course is for you if you want to learn Python and machine learning by doing
This course is for someone who is absolute beginner and have very little or even zero idea of machine learning
This course is for someone who want to learn random forest from zero to hero

Who this course is for:

This course is for you if you want to learn how to program in Python for Machine Learning
This course is for you if you want to make a predictive analysis model
This course is for you if you are tired of Machine Learning courses that are too complicated and expensive
This course is for you if you want to learn Python and machine learning by doing
This course is for someone who is absolute beginner and have very little or even zero idea of machine learning
This course is for someone who want to learn random forest from zero to hero

Requirements

No prior knowledge or experience needed. Only a passion to be successful!

Last Updated 3/2021