Artificial Intelligence Academy

The AI Academy is designed to prepare you to program and apply artificial intelligence (AI) and machine learning (ML) algorithms, which you’ll later use in hands-on work on real-world projects. You’ll learn to analyze business problems and apply different approaches to solve them, aiming to create sustainable solutions. In addition to mastering principles and algorithms, you’ll also use ready-made tools and open-source code for developing, testing, and implementing your solutions.

The curriculum is carefully crafted to suit both beginners in programming and those with prior IT experience. At the start of the academy, you’ll focus on the foundational structures needed to build AI and ML programs using the Python programming language. The academy progresses quickly, and through the following modules, you’ll learn to create and configure machine learning-based programs. Our mentors will be with you every step of the way, helping you practice and apply your knowledge in real-world scenarios.

This Academy is for you if:

You are motivated to learn programming

You have a good grasp of math and statistics

You are curious about emerging technologies

You enjoy analyzing complex situations

You think critically and embrace challenges

You aim to solve everyday problems efficiently

Why Become a Certified Artificial Intelligence Engineer (CAIP)?

Artificial Intelligence is the driving force behind modern business. Today, the world’s largest and most innovative companies—from corporate giants to startups—are actively seeking AI experts who know how to turn data into smart solutions. Roles like Machine Learning Engineer, Data Scientist, AI Product Developer, and Big Data Analyst are among the most in-demand and best-paid positions globally. Companies offer high salaries, flexible work arrangements, global career opportunities, and the chance to work on projects that are shaping the future.

By joining the Artificial Intelligence Academy, you’ll gain the knowledge and hands-on skills that match real market needs—from building ML models to data analysis and developing AI-powered solutions. This academy is your pathway to the roles mentioned above. Be part of the cutting edge and position yourself as a professional who solves major business challenges using artificial intelligence.

CertNexus is a global provider of standardized technology certifications and credentials that IT professionals from various fields can obtain. Their programs are based on the most rigorous international standards for professional development, and the corresponding certification exams are widely accepted around the world. Semos Education is the exclusive CertNexus partner in our region, with the goal of ensuring integrity and quality.

Course	No. of classes
Python for Artificial Intelligence	46
CAIP boosted with AI and ML	56
Project 1	20
Deep learning for NLP (Transformers architecture and cutting-edge LLMs)	48
Project 2	20
Final project	20
Career planning and development	9

Description of the Subjects Covered in This Program

The module “Python for Artificial Intelligence” offers a comprehensive introduction to programming with Python, with a focus on its application in the field of artificial intelligence. You will learn the basic programming concepts in Python, work with files, and use built-in modules to simplify coding. In this module, you will get familiar with key libraries for AI development, including NumPy for numerical computations, pandas for data manipulation, and scikit-learn for machine learning. You’ll have access to practical examples that will help you easily visualize the theory.

You will work with an extended version of the CAIP course, which we have upgraded to offer deeper theoretical and practical knowledge. This module will guide you through the fundamental principles, applications, and techniques, and prepare you to implement AI solutions in various professional environments. You will focus on process automation, cost reduction, and improving operational efficiency. You will gain advanced knowledge in data engineering, algorithm selection, model training, and ensuring ethical outcomes when applying AI.

Content

Understanding the Artificial Intelligence Problem
- Describe AI and ML applications in business.
- Analyze ML algorithm use cases.
- Research learning systems.
- Communicate with stakeholders.
- Identify ethical concerns.
Engineering Features for Machine Learning
- Impact of data quality and size on algorithms.
- Data collection/transformation processes.
- Work with various data formats.
- Transform numerical and categorical data.
- Address business risks and ethical concerns.
Training and Tuning ML Systems and Models
- Design machine and deep learning models.
- Optimize algorithms.
- Train, validate, and test data subsets.
- Evaluate models.
- Address ethical concerns in training and tuning.
Operationalizing ML Models
- Deploy models.
- Secure pipelines.
- Maintain models post-production.
- Address business risks and ethical concerns.

The first project you will work on consists of carefully selected lab exercises. Through hands-on practice, you will reinforce your theoretical knowledge, and with support from your mentor, you will resolve any uncertainties before continuing further with the academy.

This module is designed to provide you with a comprehensive understanding of transformer models and their application in Natural Language Processing (NLP) and computer vision. You will explore the architecture, training, and fine-tuning of transformers, including BERT, GPT, RoBERTa, and T5. You will work on practical implementations using Hugging Face, Google Trax, and OpenAI, focusing on tasks such as machine translation, text summarization, semantic role labeling, and image generation. By the end of the module, you will be prepared to select, train, and deploy transformer models for various AI projects, using state-of-the-art techniques and tools.

While working on the second project, you will apply your knowledge of NLP in a practical way, and you will also connect it with the knowledge and experience that you will gain while working on the first project. By the end of this project, you will be fully prepared to handle complex tasks that involve artificial intelligence.

To connect both parts of the academy, you will complete a final project at the end. This project will incorporate all the knowledge that you will acquire throughout the academy, with the goal of developing an innovative solution created from start to finish. It will be a complete project that will help you confirm your understanding of all the concepts and techniques you have studied. Through it, you will clarify any questions that may arise while working, with support from the mentors. You will receive a real-world scenario and the opportunity to collaborate with participants from other academies, in order to create a complete product that meets the AI needs of a business.

Ova obuka obuhvata osnove veštačke inteligencije i kreiranje multimodalne sadržine sa pomoću AI alata, sa posebnim osvrtom na generativnu veštačku inteligenciju.Šta je prompt engineering? Kako da napišeš efikasan prompt? Šta je model?

Ovo su neka od pitanja na koja kurs generativne veštačke inteligencije daje odgovore. Kroz primere iz realnih poslovnih scenarija biće razmotreni etički aspekti i izazovi u primeni AI rešenja. Pored toga, biće analizirana opravdanost projekata za implementaciju veštačke inteligencije..

Osnovi veštačke inteligencije
Kreiranje multimodalnog sadržaja pomoću AI alata
Primeri iz realnih poslovnih scenarija
Etika u veštačkoj inteligenciji
Izazovi u primeni rešenja gde je integrisana veštačka inteligencija
Opravdanost projekata implementacije veštačke inteligencije

Semos Education – 30 Years of Knowledge That Transforms

30 for 30

Thirsty for more knowledge? Our new platform offers short AI courses that are available anytime and can be learned at your own pace. Each video is linked to a profession and covers a different topic, allowing you to explore areas outside your everyday professional routine.

More information about the „30 for 30“ platform.

Discount on all academies until August 31st

Until the end of the month, you have the opportunity to enroll in any of our academies at a discounted price! No matter which field you want to explore, now is the perfect time to start your education and save significantly.

Career Center

We analyze your strengths, offer career counseling, and connect you with our partner companies that need your unique talent. We work to help you get a job or internship in a company where you truly belong.

Student Support

We want you to reach your full potential, which is why we’re here to track your progress and forward it to the Career Center at Semos Education, help you overcome challenges, motivate you, and ensure you have a positive experience during your studies.

Collaboration with Global IT Brands

Semos Education collaborates with the world’s leading IT brands, which means our programs are official, globally standardized, and recognized. What you learn with us can be validated by taking an exam and becoming a globally certified professional.

Instructors

Our instructors will give you all their knowledge. Semos Academy instructors have many years of experience and have learned tricks over the years to make your work easier, warn you about common mistakes, and selflessly support you with every question or advice — even after you finish the academy.

The scholarship competition is closed!

20% discount until 31st of August.