Machine Learning Intro for Python Developers

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Frank Anemaet

45:09

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1. Introduction

1. Introduction.mp4

00:35

2. What is Machine Learning.mp4

01:08

3. Example Problems.mp4

01:21

4. Supervised Learning.mp4

02:04

2. First Program (Classifier)

1. Installing Scikit and Numpy.html

2. Important Note.html

3.1 ml-classification-example1.zip

3. First Program (Classifier).mp4

05:09

4.1 ml-classification-example1.zip

4. Lecture Notes.html

5.1 solution.zip

5. Exercise.html

3. Iris Classifier

1.1 ml-classification-iris.zip

1. Iris Classifier.mp4

02:21

2.1 ml-accuracy.zip

2. Accuracy Score.mp4

04:06

3.1 ml-draw-a-classification-tree.zip

3. See a Decision Tree.mp4

01:59

4. Regression

1.1 ml-regression1.zip

1.2 ml-regression2.zip

1. Linear Regression.mp4

05:19

2. Lecture Notes.html

3.1 ml-regression3.zip

3. Regression Example.mp4

05:23

4.1 ml-nonlinear-prediction.zip

4. Polynomial Regression.mp4

05:05

5. Clustering

1.1 ml-cluster.zip

1. Clustering.mp4

05:25

2. Lecture Notes.html

3. Kmeans explained.mp4

05:14

Description

Get started with Machine Learning Algorithms

What You'll Learn?

Machine Learning Basics with Python
How to apply ML algorithms to your own problems
How some algorithms work internally (kmeans, decision tree)
Classify data automatically
Predict prices with algorithms
Group data points automatically

Who is this for?

Python developers curious about Machine Learning

What You Need to Know?

Experience with Python Programming

More details

Description
Learn how to use Machine Learning with Python Scikit!
This is a getting started course for Machine Learning. If you are new to Machine Learning, this course is for you!
We'll teach you how to get started with Machine Learning including these topics:
What is Machine Learning
Automatically classify new data
Predict prices with regression
Group your data automatically with clustering
Who this course is for:
Python developers curious about Machine Learning

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Sharing my experience in Technology here on Udemy. I have a background in Computer Science and worked with nearly every programming language on the planet. I graduated with highest distinction during my masters program. I've worked on projects ranging from Robotics, Web Apps, Mobile Apps to Embedded Systems. These courses will help you achieve your goals.To your success!

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