Kohota tiimisi taitoja
sisään AI ja data

Tutustu siihen, miten nykyaikaiset verkkosovellukset rakennetaan alusta alkaen HTML:n, CSS:n, JavaScriptin ja Reactin avulla. Opiskele sisällön jäsentelyä, käyttöliittymien tyylittelyä ja dynaamisen toiminnallisuuden toteuttamista aidon datan avulla. Rakenna interaktiivisia käyttöliittymäkomponentteja, hallitse sovelluksen tilaa ja luo responsiivisia asetteluja Tailwind CSS:n avulla. Etene staattisista sivuista täysin dynaamisiin käyttöliittymiin ja ymmärrä, miten data, logiikka ja käyttöliittymä toimivat yhdessä nykyaikaisessa frontend-kehityksessä.

A practical, beginner-friendly track that takes learners from writing their first Python code to building and evaluating their first machine learning model for data science. This track emphasizes hands-on coding, real-world data manipulation, and actionable insights using Python and essential data science libraries.

A comprehensive, track designed for newcomers to Business Intelligence (BI). This interactive learning journey covers the essential tools and workflows of BI, including Python, SQL, and Tableau, through a mix of videos, practical tasks, and real-world projects. Learners will gain hands-on experience with each technology and build a full BI project from scratch, preparing them for entry-level roles in business intelligence and analytics.

Tämä opintopolku ohjaa aloittelijat Microsoft Excelin avulla tarvittavien tietoanalyysitaitojen oppimiseen. Aloitat hallitsemalla Excelin käyttöliittymän ja perusdatan syöttämisen, jonka jälkeen etenet kaavoihin, tietomallinnukseen, datan puhdistukseen ja datan visualisointiin vahvistaaksesi oppimistasi.

A comprehensive beginner-level learning track designed for aspiring data analysts and junior data professionals. This track introduces the core concepts of data analysis, relational databases, and SQL, guiding learners step by step from foundational principles to building practical analytical workflows and dashboards.

Business AI Toolkit is a practical track that shows how to use AI to improve everyday business operations, communication, content creation, research, and decision-making. You'll learn how to combine AI tools into efficient workflows that save time, increase productivity, and help you deliver better results across a wide range of professional tasks.

After completing this track, you will be able to write basic Python code, understand its syntax, and set up a Python development environment. You'll have the skills to start your programming journey and build a strong foundation for further learning.

Learn how to build backend applications from scratch using JavaScript, Node.js, and Express.js. Create servers, handle requests, build APIs, and store data using MongoDB to develop fully functional backend systems. Understand how real applications manage data and logic, and turn simple scripts into production-ready backend services.

Kattava, liiketoimintalähtöinen Excel-opintopolku, joka on suunniteltu analyytikoille, operatiivisille asiantuntijoille, taloustiimeille, markkinoijille ja liiketoiminnan ammattilaisille. Etene tuottavuuden ja työnkulun optimoinnista puhtaan datan käytäntöihin, edistyneisiin kaavoihin, dynaamiseen analyysiin, raportointiin, koontinäyttöihin ja skaalautuvaan datamallinnukseen. Tämä opintopolku on rakennettu todellisiin analytiikka-, raportointi-, automaatio-, mallinnus- ja päätöksentekoprosesseihin, ja huipentuu lopputyöhön, jossa esitellään koko ammatillinen Excel-työnkulku.

Focuse on the core building blocks of modern C++ development, moving from object-oriented fundamentals to powerful standard library abstractions. You will learn how to design clean class-based code, apply OOP principles correctly, and use templates to write flexible and reusable logic. The track also dives deep into the STL, helping you work confidently with iterators, containers, algorithms, and smart pointers. By the end, you will understand not just how these features work, but when and why to use them in real-world C++ projects.

Learn how to use Claude across everyday tasks, collaborative work, and coding projects. This track starts with the fundamentals, then introduces Claude Cowork for completing more complex workflows and Claude Code for working directly with projects, files, and development tasks.

This track covers both fundamental and advanced SQL techniques, enabling confident data management, query optimization, and data analysis. It explores key principles of relational databases, including filtering, sorting, aggregation, data joins, indexing, transactions, and other essential mechanisms. The acquired skills will help efficiently process data and extract valuable insights.