Python, Algorithms, and AI Courses

Are you worried about algorithm tests in school or job interviews? Do you find advantages and disadvantages of different algorithmic frameworks confusing? How to choose the best algorithm for a particular problem?

In the era of big data, AI revolution and information explosion, can you stay attuned with industry trends with the skills you learned in school?

If you want to launch a career in data analytics but know nothing about Python and data automation tools, you will have to work overtime. Do you want to learn python within a short period of time to work efficiently?

Whether you are a recent graduate, a technician who has been working for a while but wants to change career path, or an engineer who wants to refine professoinal skills, you are welcome to join the course. It’s absolutely possible to learn Python on your own. However, it might cost too much time. Or you may end up learning methods rarely used in the industry.

Let our team help you learn how to code. Gratuated with a Master of Science in Computer Science and Engineering from National Chiao Tung University, our one-to-one tutor is an engineer with 7 years of experience in coding (Python/C++/R, etc.) and has contributed in various projects.

Avaiable courses:

1. Python automation programming 

2. Algorithmic framework

3. AI theories, models and applications

With profound technical background and rich experience in the industry, our tutor can help you become a rockstar Python programmer. You can gain valuable new skills as a programmer to grow your career.

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1. Python Course

Python is used in every industry and scientific field that you can imagine, including big data analysis, AI and web development. Python has probably the most powerful, active, and productive frameworks. Learning Python would help you kickstart your new career in tech.

Our tutor will help you develop the concepts and skills for writing programs.

Content:

  • Variable Types
  • Statement and For/While Loop
  • Function
  • Excel Skills
  • Customized to your needs: For example, web crawler

Ideal for:

Those who want to learn Python or develop automated programs, but are completely new to programming.
Students who have difficulty in keeping up in school or experience difficulties mastering Python programming.
Future graduates who want to switch to software industry.

Timetable:

Two to three hours a week. You will quickly grasp the fundamentals of Python programming.
One-to-one classes. We can tailor the learning experience and provide learning material for each student to ensure they can learn effectively.
Practical skills will be introduced in the class so that students can write their own programs to fulfill their needs.

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2. Algorithm Course

Algorithm is a basic course in the department of computer science that teaches about the logic of thinking and basic programming techniques. Students should be able to master algorithms systematically. Our tutor will analyze and explain different topics step by step, so that you can gain a better understanding of the structure and application of different algorithms.

Content:

  • Graphs
  • Greedy
  • Divide and Conquer
  • Binary Search Tree
  • Dynamic Programming

Ideal for:

Students who have difficulty in keeping up in school.
Future graduates who want to ace coding interviews in a software company.

Timetable:

Two to three hours. You will master the basic concepts in algorithms. 
One-to-one classes. We can tailor the learning experience and provide learning material for each student to ensure they can learn effectively.
Offer algorithm interview questions to help you prepare for the upcoming interview.

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3. AI Course

The application of AI has swept through various research fields and makes breakthroughs. Our tutor will help you build up the right AI concepts and modeling skills. After the course, you will have strong analytical and problem-solving skills so you can efficiently solve AI problems.

Content:

  • Introduction
  • Gradient Descent + Loss Function
  • Regularization + Optimization
  • Neural Network
  • CNN (Convolutional Neural Network) Architectures
  • Train Network

Ideal for:

People who want to learn AI or apply AI models, but lack relevant background

Timetable:

Two to three hours a week. You will quickly grasp the key concepts of AI.
One-to-one classes. We can tailor the learning experience and provide learning material for each student to ensure they can learn effectively.