Introduction to Machine Learning and Data Science | ACA

Introduction to Machine Learning and Data Science

The demand for Machine Learning engineer is immense. In this course, you’ll learn how you can play a part in fulfilling this demand and building a long, successful career for yourself. The #1 goal of this course is to give you all the skills you need to be a Data Scientist or ML engineer who could start the job tomorrow... within 3 months.

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Duration

3 months

Level

Introduction

Course Format

Offline, Online or hybrid

Commitment

6 hours/week

Price

75,000 AMD/month

Experienced Lecturers

Learn from industry experts!

Get practical knowledge from those who successfully work in the industry.

Well-structured curriculum

Our curriculum specialists work on providing a program with a clear path and necessary theoretical information.

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Grigor Bezirganyan

PHD in Aix-Marseille University

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Lilit Hakobyan

ML Engineer at Picsart

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Mher Khachatryan

Researcher at ICRANet-Armenia

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Rima Shahbazyan

Data Scientist at Cognaize

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Davit Ghazaryan

Adjunct Lecturer at AUA

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Hayk Aprikyan

ML Engineer at Magical Labs

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Hrachya Astaryan

ML Scientist at Intelinair

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Ara Yeroyan

Senior Machine Learning Engineer at Plat.AI

Syllabus

Maths

  1. Linear Algebra
  2. Mathematical analysis
  3. Theory of Probability and Statistics

Programming

  1. Օverview of Python syntax
  2. Variables
  3. Conditions, Loops
  4. Functions
  5. Introduction to OOP

Python Libraries

  1. Numpy
  2. Pandas
  3. Matplotlib
  4. Scikit-learn

Machine Learning

  1. Regression
  2. Model Selection
  3. Classification
  4. Trees
  5. Unsupervised Learning
  6. Introduction to Neural Networks and Deep Learning

Duration:

3 months

Level:

Introduction

Course Format:

Offline, online or hybrid

Commitment:

6 hours/weekly

Price:

75,000 AMD/month

Register

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Study Program

The quality of our courses is based on the structural organization of the lesson process: theoretical and practical lessons, homework, out-of-class communication with the lecturer.

Lectures

During the lectures, students get theoretical knowledge, get acquainted with new technologies and working methodologies and discuss the materials.

Seminars

During the seminars, the students implement the knowledge they received in the theoretical classes. The tutors provide individualized support to each student discussing the problems they encountered.

Consultation

We are ready to provide comprehensive information about the courses, present their features and possible perspectives, and help you make a final decision. Throughout the admission and study process, the students will be in touch with the course coordinator.

Get Custom Advice

Please fill out this short form, and our Support team will contact you to help you find out which course fits you best.

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Frequently Asked Questions

I am not specialized in the IT industry, but I want to switch to a tech profession. Can I attend the courses?

Of course, you can! The courses in the "Introduction" section are intended for beginners. You can register for the courses, or get individual advice on choosing a profession.

How can I join the courses?

The stages of participation are as follows:
- Register for the relevant course through the website, after which you will receive an email with information about the next stages;
- Participate in exam and interview stages;
- Get involved in the course.

How long will it take to receive information about the examination results?

You will receive an e-mail about your results within a week following the test. In case of not receiving any, please check the "Spam" section as well.

What if I could not pass the course exam?

You can register through the website for a consultation, and our specialist will help you choose a course.

How much do the courses cost?

You can find out all the information about the projects on the course pages.

At the end of which courses will you help to find a job?

- You will receive employment assistance taking part in Bootcamps, which don't require any upfront fees;
- In the framework of cooperation with leading tech companies, we regularly organize trainings and internships;
- After successfully finishing the "Profession" courses, we send the CVs of the best students to the partner organizations.

Do you have any individual lessons?

We only organize group lessons at ACA, during which the participants are having discussions, team projects are implemented, as a result of which students acquire team work skills.

Is English required to participate the courses?

The lessons are conducted in Armenian, but the terminology, literature and other resources are mainly in English.

Are the courses held online or offline?

The course format depends on nature of the course: we are organizing online, offline and hybrid courses.

Do you have an age restriction?

There is no age restriction for participating in the courses. People of all ages, including high school students and adults, study at ACA.