Kick-off
WS 1: 3.5h
Foundations of AI
WS 2: 2.5h
AI Technologies
WS 3: 3.5h
Data as an asset
WS 4: 4.5h
AI Use Cases
WS 5: 2.5h
Succesful AI Projects
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What we do
Why work with us - Outcomes of the program
- Increase organisations’ understanding of how to better utilize data, machine learning and AI to create business value
- Gain a strong foundational knowledge and understanding of AI, so that one can continue personal learning and company level development
- Identify opportunities for AI/ML solutions within your organisation.
- Develop a roadmap for integrating AI solutions into business
- Achieve capability to pilot AI solutions
- Start building the first AI proof-of-concept (optional)
Training program - Basics of AI
The Program
There are two clear barriers to utilizing Artificial Intelligence (AI) and Machine Learning (ML): understanding the business opportunities of AI/ML and deploying AI/ML solutions.
The Basics of AI-program is targeted to companies that are taking the first steps in identifying and adopting AI technologies.
Program outline
The Basics of AI-program consists of five interactive workshops. The workshops are held online using Zoom/Google Meets and Miro. The recommended pace for the program is one workshops (WS) per week.
* Design Sprint and AI-PoC (proof-of-concept) are optional and are not included in the program price.
Vaiheistus
Suositeltu etenemisvauhti on 1 työpaja / viikko. Työpajat järjestetään Zoom & Miro kombinaatiolla.
Kick-off
TP1: 3.5h
Tekoälyn perusteet
TP2: 2.5h
Tekoälyohjelmistot
TP3: 3.5h
Datavarannot
TP4: 4.5h
AI käyttötapaukset
TP5: 2.5h
Onnistunut AI-projekti
* Design sprintin tai AI-PoC aloitus
Kerran kuukaudessa järjestetään webinaari, johon kutsutaan ulkopuolinen puhuja – aiheesta, joka on noussut esille jaksolla olevan yrityksen kautta.
Kolme kertaa vuodessa järjestetään yhteistapaaminen jaksolla olevien tai olleiden yritysten kesken, jossa he voivat esitellä omia AI-ratkaisujaan sekä jakaa oppeja ja kokemuksia.
Sparrausta on mahdollista saada 1-2 h / viikko jakson ajan.
* Design Sprint ja AI-PoC ovat optioita, jotka eivät kuulu peruspakettiin.
Workshops
WS1
Basics of AI
- What is machine learning and AI?
- The impact of AI in business
- Concrete case examples and demos from relevant business areas
- Role of data
- Typical AI project
- AI as a part of business strategy
- Teamwork and exercises
WS2
AI Technologies
- Different types of AI technologies, software and solutions
- Demos, videos and examples
- Understanding the main differences between AI technologies
- Guidelines how to choose the appropriate AI technology based on need and maturity
- Teamwork and exercises
WS3
Data as an asset
- Typical data challenges and the reasons behind them
- The cost of data (problems)
- Data-maturity assessment (framework)
- A Data strategy-tool to improve data quality, availability and business relevance
- Teamwork and exercises
WS4
Identifying AI use cases
- Defining a business problem
- Prioritizing AI ideas
- How to assess costs of AI project
- AI solution canvas as a tool
- Creating an initial AI roadmap
- Teamwork and exercises
WS5
Successful AI projects
- Recap on previous workshops
- Historical success rate of AI projects
- Typical risks and pitfalls
- Recipe for successful AI projects
- Why culture, people and processes are more important than technology.
- Teamwork and exercises
Työpajat
TP 1
Tekoälyn perusteet
- Mitä on koneoppiminen ja tekoäly?
- Konkreettisia case-esimerkkejä ja demoja toteutetuista ratkaisuista
- Datan rooli ja merkitys
- Tekoälyn nykytila
- Tekoäly liiketoiminnassa
- AI-projektin vaiheet ja roolit
TP 2
Tekoäly- ohjelmistot
- Erityyppiset ohjelmistot ja -ratkaisut tekoäly genressä, mm. ohjelmointikielet, low-code ohjelmistot, pilviratkaisut, API:t…
- Demoja, videoita ja esimerkkejä
- Millä perusteilla valita sopivat ohjelmistot ja ratkaisut yrityksen käyttöön?
Ryhmätöitä ja harjoituksia
TP3
Yrityksen datavarannot
- Tyypilliset data-haasteet, niiden syntymekanismi ja seuraukset
- Datan laadun ja saatavuuden parantaminen suunnitelmallisesti
- Case-esimerkkejä
- Data-maturiteetin arviointi
- Datastrategia-viitekehys
- Ryhmätöitä ja harjoituksia
Huom! Tämä työpaja käsittelee yrityksen data-asioita laajemmassa scopessa kuin vain tekoäly.
Services included in the program
- All workshops are conducted by seasoned experts with over 10-20 years of experience with AI.
- Between the workshops the organisation can book individual sparrings sessions with different experts. (1-2h/w).
- Possibility to arranged monthly webinars with external speakers on any subject that have come up during the workshops.
For whom
The accelerator is open for anyone interested in AI. Size or industry does not matter, your organisation must just be serious about getting results with AI.
The use cases can vary in content but the end goal is always clear:
Taking the first steps with AI-driven-solutions that have real life business impact.
We are proud to be working with the following organisations
