AI & Data

Text Data Analysis and Insights Training

An advanced two-day practical workshop introducing you to Natural Language Processing (NLP) as a powerful analytical tool for business.

Duration
6h
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Who it's for

Ideal for teams that…

1 Business analysts seeking to expand competencies in advanced data analysis
2 Business intelligence specialists interested in modern knowledge extraction methods
3 Product managers wanting to better understand analytical tools
4 Programmers aiming to learn practical business applications of NLP
5 Consultants and specialists from marketing, finance, and customer service sectors
Outcomes after the program

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

✓

Advanced text processing techniques with Python

✓

Implementing NLP models in business processes

✓

Automatic extraction of key information from documents

✓

Practical strategies for transforming text data into measurable business indicators

Program · 8 modules

What we actually do

M01
Module 1: Introduction to NLP in Business
  • · Key concepts of natural language processing
  • · Practical scenarios of NLP applications across industries
M02
Module 2: Setting Up the Programming Environment
  • · Configuring Python for NLP
  • · Installing and managing libraries: NLTK, spaCy, Gensim
  • · Configuring virtual environments
M03
Module 3: Text Data Preprocessing
  • · Techniques for text cleaning and normalization
  • · Tokenization, stopword removal, lemmatization
  • · Practical exercises transforming raw text data
M04
Module 4: Information Extraction
  • · Named Entity Recognition (NER)
  • · Identifying key phrases and relationships
  • · Practical business document extraction scenarios
M05
Module 5: Advanced NLP Models
  • · Introduction to neural networks
  • · Transformers – architecture and applications
  • · Practical applications of BERT and GPT in business analysis
M06
Module 6: Text Classification
  • · Text classification algorithms
  • · Building ML models for document categorization
  • · Workshop: company document classification project
M07
Module 7: Sentiment Analysis
  • · Building basic sentiment models
  • · Customer opinion analysis in business contexts
  • · Workshop: sentiment analysis project for a selected industry
M08
Module 8: Final Project
  • · Independent creation of a mini NLP project
  • · Presentation of solutions
  • · Individual consultations and feedback
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

Ochrona antyspamowa (Cloudflare Turnstile) zostanie aktywowana po wpięciu klucza.

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