Title
Machine Learning with Python|Business Applications|AI Robot
Machine Learning Zero to Hero for the Reinforcement learning & Classification Algorithms (Build Machine Leaning robot)
3.85 (31 reviews)
247
students
11 hours
content
Sep 2021
last update
$49.99
regular price
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.
Why take this course?
🚀 Machine Learning with Python: Business Applications & AI Robot 🤖
Your Journey to Mastering Machine Learning 🚀
Welcome, Future Data Scientists! 🎉
Are you ready to demystify the world of Machine Learning and unlock the full potential of Artificial Intelligence? Whether you're a newcomer to the field or looking to sharpen your skills, our comprehensive Machine Learning with Python course is designed to guide you from the basics to building your very own AI robot!
Why This Course? 🎓✨
- Zero to Hero: Transform your understanding of Machine Learning, from the fundamentals to advanced algorithms.
- Career Opportunities: Equip yourself with the skills to kickstart a lucrative career in Machine Learning.
- Mathematics Meets Code: Learn the necessary math concepts that underpin Machine Learning and how to apply them in Python.
- Hands-On Practice: Tackle real-world problems through practical assignments that solidify your learning.
- Data Science Toolkit: Master essential libraries like Pandas, NumPy, Matplotlib, SK-Learn, and Gym.
- Continuously Updated Content: Stay ahead of the curve with the latest Machine Learning algorithms and techniques added regularly.
- Downloadable Code Templates: Receive Python code templates to accelerate your own project development.
Course Structure 📚
- Algorithm Intuition & Applications: Understand the real-world applications of Machine Learning algorithms.
- Mathematical Foundations: Dive into the math that powers Machine Learning algorithms.
- Python Programming: Learn Python from scratch, ensuring a solid foundation for your Machine Learning journey.
- Assignment Challenges: Apply your knowledge with hands-on projects to reinforce your learning.
- Data Science Libraries Mastery: Gain proficiency in libraries that are indispensable for Data Science and Machine Learning.
- Machine Learning Algorithms Deep Dive:
- 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-learning Algorithm 🧙♂️
- Real-World Problem Solving: Tackle complex problems with the algorithms learned, preparing you for real-world applications.
What Sets This Course Apart? 🌟
- For All Levels: Whether you're a beginner, intermediate, or advanced Machine Learner, this course is tailored to meet your needs.
- Continuous Updates: Benefit from ongoing content updates to keep up with the latest trends and technologies in Machine Learning.
- Bonus Resources: Access Python code templates that can be used as a starting point for your projects.
- AI Robot Building: Learn the end-to-end process of building an AI robot, turning theoretical knowledge into practical application.
Don't miss this opportunity to become a Machine Learning expert and build intelligent software robots. Enroll now and embark on an exciting journey through the world of Python-based Machine Learning and Data Science! 🤖💻🚀
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Reviews
Nabil
August 27, 2023
There are mismatches between the development environment in the videos and the real (last) version of sklearn library
Abdelrahman
November 20, 2019
well explained content, and the reinforcement learning section is fantastic with real artificial intelegence impelementation......
ibn
November 18, 2019
its going to be good till now
the algorithms are strong ones that solves many real world problems
also the datasets are helping greatly to apply the algorithms and the code templates are well designed to be a=understandable
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Enrollment distribution
2657716
udemy ID
15/11/2019
course created date
21/11/2019
course indexed date
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