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Learn Fundamentals of Machine Learning Mathematics.
From 29.92 $ /h
Are you eager to master the mathematics that underpins machine learning? This course is designed to simplify complex mathematical concepts and present them in an easy and engaging way. Each lesson pairs fundamental mathematical theory with practical Python exercises and demonstrates real-world applications of machine learning concepts.
To ensure success, students must have a basic understanding of the following prerequisites:
Linear Algebra: Familiarity with matrices, matrix operations (addition, multiplication, inverse), and vector spaces.
Probability Basics: Understand the rules of probability, random variables, and basic distributions.
Statistics Fundamentals: Knowing the mean, variance, standard deviation, and normal distribution.
Python Programming: Basic proficiency in the Python language, including variables, loops, functions, and libraries like NumPy.
Join this structured course to build a solid mathematical foundation for machine learning and see how theory turns into practical application.
To ensure success, students must have a basic understanding of the following prerequisites:
Linear Algebra: Familiarity with matrices, matrix operations (addition, multiplication, inverse), and vector spaces.
Probability Basics: Understand the rules of probability, random variables, and basic distributions.
Statistics Fundamentals: Knowing the mean, variance, standard deviation, and normal distribution.
Python Programming: Basic proficiency in the Python language, including variables, loops, functions, and libraries like NumPy.
Join this structured course to build a solid mathematical foundation for machine learning and see how theory turns into practical application.
Location
Online from Egypt
About Me
My teaching approach is a sophisticated and flexible one that adapts to the needs of slow learners. I adopt a calm and relaxed approach to ensure that students fully understand the concepts before moving on to the next step.
My goal is to make the learning experience fun and inspiring by incorporating interactive techniques and practical examples to enhance understanding. I also encourage students to participate, experiment and innovate to develop their skills.
With over 20 years of experience, I can adapt to different learning styles and provide innovative teaching strategies to help students reach their full potential.
I strive to prepare skilled and creative learners who are able to apply what they have learned effectively in the future and excel in their field.
My goal is to make the learning experience fun and inspiring by incorporating interactive techniques and practical examples to enhance understanding. I also encourage students to participate, experiment and innovate to develop their skills.
With over 20 years of experience, I can adapt to different learning styles and provide innovative teaching strategies to help students reach their full potential.
I strive to prepare skilled and creative learners who are able to apply what they have learned effectively in the future and excel in their field.
Education
PhD in Computer Science - from the International Islamic University Malaysia
Master of Computer Science - from Babasaheb University - India
Bachelor's degree in Computer Science - from the University of Science and Technology - Yemen
Master of Computer Science - from Babasaheb University - India
Bachelor's degree in Computer Science - from the University of Science and Technology - Yemen
Experience / Qualifications
Blender teacher, modeling department
--
Computer science teacher
College of Science, University of Science and Technology / Ibb University / Al Jazeera University - Yemen
Subjects I taught:
• Introduction to image processing
• Translator design,
• computing theory,
• Software Engineering,
• Analysis of algorithms and data structures,
• Advanced programming in C++
• Introduction to artificial intelligence
• Introduction to programming
. Topics I can also teach:
• Learn the machine
• Data compression
• Programming languages (Java, python, R)
--
Computer science teacher
College of Science, University of Science and Technology / Ibb University / Al Jazeera University - Yemen
Subjects I taught:
• Introduction to image processing
• Translator design,
• computing theory,
• Software Engineering,
• Analysis of algorithms and data structures,
• Advanced programming in C++
• Introduction to artificial intelligence
• Introduction to programming
. Topics I can also teach:
• Learn the machine
• Data compression
• Programming languages (Java, python, R)
Age
Adults (18-64 years old)
Student level
Intermediate
Advanced
Duration
60 minutes
The class is taught in
Arabic
English
Skills
Availability of a typical week
(GMT -05:00)
New York
Mon
Tue
Wed
Thu
Fri
Sat
Sun
00-04
04-08
08-12
12-16
16-20
20-24
Would you like to hone your programming skills under the guidance of a computer science lecturer? I offer C++ and Python tutoring for students of all levels! I will help you achieve your goals whether you are a complete beginner or an experienced programmer looking to develop your skills further.
What I offer:
Computer Science-Based Teaching Curriculum: Leverage my in-depth knowledge of computer science principles to build a strong foundation in programming in C++ and Python.
Practical experience and academic skills: I combine my practical experience with my theoretical knowledge to offer you a comprehensive and effective education.
Broad topic coverage: We can explore all aspects of C++ and Python, from basic concepts to topics
Advanced depending on your interests (such as memory management in C++ or machine learning libraries in Python).
An interactive, application-based approach: You will solve practical exercises and projects to practically apply what you learn and enhance your skills.
Continuous support and guidance: Your learning journey will not stop at the class limits. I will always be available to answer your questions and provide the necessary support.
Why choose me:
Graduate specializing in Computer Science: Benefit from my deep knowledge in the field of programming and computer science in general.
A passionate and experienced teacher: I have extensive experience in explaining complex concepts in a clear and simple way.
Commitment to developing your skills: I believe in the importance of effective education and strive to help you reach your full potential as a programmer.
A passionate supporter of your success: I will always be by your side to motivate and encourage you to achieve your programming goals.
Are you ready to take your programming skills to the next level? Contact me today!
What I offer:
Computer Science-Based Teaching Curriculum: Leverage my in-depth knowledge of computer science principles to build a strong foundation in programming in C++ and Python.
Practical experience and academic skills: I combine my practical experience with my theoretical knowledge to offer you a comprehensive and effective education.
Broad topic coverage: We can explore all aspects of C++ and Python, from basic concepts to topics
Advanced depending on your interests (such as memory management in C++ or machine learning libraries in Python).
An interactive, application-based approach: You will solve practical exercises and projects to practically apply what you learn and enhance your skills.
Continuous support and guidance: Your learning journey will not stop at the class limits. I will always be available to answer your questions and provide the necessary support.
Why choose me:
Graduate specializing in Computer Science: Benefit from my deep knowledge in the field of programming and computer science in general.
A passionate and experienced teacher: I have extensive experience in explaining complex concepts in a clear and simple way.
Commitment to developing your skills: I believe in the importance of effective education and strive to help you reach your full potential as a programmer.
A passionate supporter of your success: I will always be by your side to motivate and encourage you to achieve your programming goals.
Are you ready to take your programming skills to the next level? Contact me today!
You will learn the basics of modeling in a professional and scientific manner that will enable you to build three-dimensional models with ease and skill, such as:
Buildings, aircraft, cars, furniture and various products for companies.
And the consequences of this, including lighting, colors, and rendering (export), all of this in gradual, thoughtful, and scientific steps that put your foot firmly on the path to professionalism and mastery.
These lessons feature continuous supervision and practical work that we will work on so that you can generalize these skills and tools to everything that comes to your mind.
Due to my long experience, I can confirm that, through the first lessons, you will relate to modeling and the program on your next professional path.
Buildings, aircraft, cars, furniture and various products for companies.
And the consequences of this, including lighting, colors, and rendering (export), all of this in gradual, thoughtful, and scientific steps that put your foot firmly on the path to professionalism and mastery.
These lessons feature continuous supervision and practical work that we will work on so that you can generalize these skills and tools to everything that comes to your mind.
Due to my long experience, I can confirm that, through the first lessons, you will relate to modeling and the program on your next professional path.
Good-fit Instructor Guarantee