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AI

Machine Learning - Introduction

Hands-on AI and data analytics workshops — built around your team's real cases.

Duration
16h · 2 days
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Who it's for

Ideal for teams that…

1 For people interested in technological innovations and the use of artificial intelligence in everyday work
2 For developers, data analysts, business analysts, marketers, designers, and anyone for whom machine learning can significantly facilitate work
Outcomes after the program

Hands-on AI and data analytics workshops — built around your team's real cases.

✓

You will understand what machine learning is and how to apply it in practice

✓

You will learn to work in an ML environment: Python, Jupyter, conda, and IDE tools

✓

You will consolidate key Python elements and explore its use in data analysis

✓

You will master the basics of statistics and practical approaches to data processing

Program · 5 modules

What we actually do

M01
Introduction
  • · Goals and types of machine learning
  • · Difference between machine learning and deep learning
  • · Applications of machine learning in well-known examples
M02
Programming Environment
  • · Configuring a conda virtual environment
  • · Configuring IDEs: Jupyter and PyCharm/VS Code
M03
Python – Refresher
  • · Syntax
  • · Data types
  • · Functions
  • · Object-oriented programming
  • · IPython & Magics
M04
Statistics in Practice – Only the Essentials in the Context of ML
  • · Basic concepts
  • · Distributions
  • · Correlation
M05
Data Processing
  • · NumPy
  • · Pandas
  • · Data cleaning
  • · Data wrangling
  • · Data understanding
  • · Data visualization
  • · Data analysis
  • · Data storytelling
Every module is adapted to your stack and context. The above is a starting point — not a fixed agenda.
How we work

From brief to retro in 30 days.

01

Brief & diagnosis

A call with the team lead + a short survey for participants. We define goals, gap and context.

02

Program customization

We adapt modules, case studies and code examples to your stack. Approval in 5 days.

03

Workshop

Trainer-led sessions, hands-on, code review. Mentor available between sessions too.

04

Retro + report

Outcome report for the team and lead. 30 days of consulting included.

Inquiry

Send a brief. We'll reply within 1 day.

After a short brief we'll prepare a program and a quote. No obligations — it's just a starting point.

✓Quote within 48h of the brief
✓First session within 30 days
✓Pilot before the full decision
✓VAT invoice, payment in instalments possible

How we handle your data

We process your business data (name, work e-mail, phone number, company, job title) in order to handle your corporate training inquiry and prepare an offer. The data controller is infoShare Academy Sp. z o.o., Al. Grunwaldzka 472B, 80-309 Gdańsk. Providing the data is voluntary but necessary to receive a response. You have the right to access, rectify, erase or restrict the processing of your data and to object to it. Full information is available in our data processing notice.

Optional marketing consents

The controller of your personal data is infoShare Academy sp. z o.o. The rules for processing personal data are set out in the Privacy Policy and the Data Processing Notice.

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