Machine Learning with Python|Business Applications|AI Robot

Machine Learning Zero to Hero for the Reinforcement learning & Classification Algorithms (Build Machine Leaning robot)

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Machine Learning with Python|Business Applications|AI Robot

What You Will Learn!

build a complete intelligent robot that is able to go out of a maze by its own learning !
Achieve the mastery in machine learning from in the reinforcement learning and the classification tracks.
Get a deeper intuition about different Machine Learning nomenclatures.
Write different kinds of algorithms from scratch with Python.
Learn the python programming language to the advanced levels.
Be able to preprocess any kind of Datasets.
Solve and Deal with different real-life and businesses problems from the outside world.
Deal with different machine learning and data science libraries like: Sikit-Learn, Pandas , NumPy & Matplotlib.
Explore the Data science world by handling, prepossessing and visualizing any kind of data set.
Make designs with advanced ML algorithms like the Reinforcement Leaning and handle different projects with the Gym library .
Design the logistic regression classifier Algorithm with python.
Design the decision trees classifier Algorithm with python.
Design the random forest classifier Algorithm with python.
Design the decision trees classifier Algorithm with python.
Design the Naive Bayes Classifier Algorithm with python.
Design the Support Vector Machine Classifier Algorithm with python .
Design the Kernel Support Vector Machine Classifier Algorithm with python.
Design the K-Nearest Neighbor Classifier Algorithm with python.
Learn how to Evaluate the different Classification Models
Design the Q-Learning Algorithm with python.

Description

by the end of this course you will be able to construct your own artificial intelligence software robot !

Hello everyone,

If the word 'Machine Learning' baffles your mind and you want to master it, then this Machine Learning course is for you.
If you want to start your career in Machine Learning and make money from it, then this Machine Learning course is for you.
If you want to learn how to manipulate things by learning the Math beforehand and then write a code with python, then this Machine Learning course is for you.
If you get bored of the word 'this Machine Learning course is for you', then this Machine Learning course is for you.

Well, machine learning is becoming a widely-used word on everybody's tongue, and this is reasonable as data is everywhere, and it needs something to get use of it and unleash its hidden secrets, and since humans' mental skills cannot withstand that amount of data, it comes the need to learn machines to do that for us.

So we introduce to you the complete ML course that you need in order to get your hand on Machine Learning and Data Science, and you'll not have to go to other resources, as this ML course collects most of the knowledge that you'll need in your journey.

Our course is structured as follows:

An intuition of the algorithm and its applications.
The mathematics that lies under the hood.
Coding with python from scratch.
Assignments to get your hand dirty with machine learning.
Learn more about different Python Data science libraries like Pandas, NumPy & Matplotlib.
Learn more about different Python Machine learning libraries like SK-Learn & Gym.

The topics in this course come from an analysis of real requirements in data scientist job listings from the biggest tech employers. We'll cover the following:

Logistic Regression
K-Nearest Neighbors (K-NN)
Support Vector Machines (SVM)
Kernel SVM
Naive Bayes
Decision Tree Classification
Random Forest Classification
Evaluating Models' Performance
Reinforcement learning Q-leaning algorithm

Note: this course is continuously updated ! So new algorithms and assignments are added in order to cope with the different problems from the outside world and to give you a huge arsenal of algorithms to deal with. Without any other expenses.

And as a bonus, this course includes Python code templates which you can download and use on your own projects.

the best part of this machine leaning course is that is cope with all machine leaning students levels
if you are a very beginner in machine leaning so this machine learning course is for you
and if your machine learning level is intermediate so this machine leaning course is also for you
and if you have an advanced level in machine leaning so this machine leaning is also for you
as we re discussing many machine leaning algorithms that has many machine learning steps to be suitable for all machine leaning students