9-weeks, Online

Data Science & Machine Learning

Learn to use complex Data Science technologies, manage high volumes of data, and even understand the basics of machine learning while delivering meaningful solutions.

Apply


What will you learn?

Knowledge

Learn to navigate the world of Data Science to make wiser business decisions.

Master to extract the value from Machine Learning solutions by directing the investment and energy in the right places.

Understand when not to use Machine Learning techniques.

Be able to think as a Data Scientist and discover the frameworks that bring meaningful results to your business.

Objectives

Implement data-driven decisions making into your organization.

Get started in Data Science or scale it to much bigger adoption.

Propose high-level data solutions to your business problems.

Increase the value of your company by increasing the value of your data.

Course curriculum

Data 101 and visualisation

User experience and user interface (UX/UI) for data
Data visualisation workshop
Data-driven decision making
Creation of KPIs, methodology

Discovery planning

  • Analyzing organization needs
  • Framing the challenge
  • Choosing the methods
  • Describing expected results and business benefits
  • Planning the execution

Data, datasets and tooling

  • Data infrastructure and tooling. Data storage, processing, serving, and quality insurance. SQL, noSQL.
  • Data collection. Getting the right data for the problem will be available at the prediction time.
  • Data preparation. Prepare data for the Data Science task and make sure it will work during prediction time.
  • Data management. Dataset creation and labeling.
  • Cybersecurity

Training the model

  • Building phase. Prepare a model which will be able to make accurate predictions.
  • Troubleshooting. Make sure that the model is working correctly and if not then find ways to fix the problems.
  • Deployment. Moving the model to production. Collaboration with software development teams.
  • Optimization. Making sure that the models are working properly in the production.management. Dataset creation and labeling.

Who is this
course for?

Data Science & Machine Learning course is designed for small to mid-sized companies where data analysis plays a crucial role.

Growth Stage Startups

Founders or owners to understand where to start with the organizational structure, technologies, and strategy. Have a small or no data team in-house and are eager to establish an understanding of what data science is and how it can work in their organization with collaboration with everyone else.

Data Stakeholders

Hands-on data team members who are already working with a large amount of data and investing in Data Science. Ready to improve their knowledge with the latest technology trends and developments in the area.

Executive Managers

Decision-makers with motivation to improve the efforts of their existing data team and scale it to the new heights.

Aspiring Data Analysts

Anyone looking to get ahead and break into this in-demand field.

Full, 100% Financial support from Digital Accelerator of Latvia

We are proud to announce that SMEs who apply for the Digital Accelerator of Latvia support will have their courses 100% covered if they choose Helve as their preferred training provider.

Support information

Start learning now

Digital transformation bootcamp

September 11-22, 2023, Online

for this course by May 22.
100% free with support from Digital Accelerator of Latvia

€1000*

Apply now

Data Science & Machine Learning

October - November, 2023, Online

for this course by July 1.
100% free with support from Digital Accelerator of Latvia

€2500*

Apply now



*Helve is the official partner of the Latvian Digital Accelerator. We are proud to announce that SMEs who apply for the Latvian Digital Accelerator's support will have their courses 100% covered.