AI & Data

Introduction to Deep Learning Training

Deep Learning is one of the essential parts of machine learning.

Duration
6h
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Who it's for

Ideal for teams that…

1 People starting their journey with Deep Learning or wishing to expand their Data Science knowledge
2 Programmers, data analysts, business analysts, marketers, designers, and anyone whose work can benefit from machine learning
Outcomes after the program

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

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The fundamentals of Deep Learning and neural networks

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Types of deep learning and its applications, hardware platforms, programming environments, and cloud usage

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Basics of TensorFlow: structure, data types, data operations, Gradient Tape, and SGD

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How to build artificial neural networks with tf.keras, understand theory and practical modeling

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Skills in building fully connected networks, evaluating model quality, and tuning models

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Advanced Deep Learning techniques: low-level network building, regularization, TensorBoard, parameter analysis, TensorFlow callbacks

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Saving and loading models for practical use

Program · 3 modules

What we actually do

M01
Introduction
  • · Types and possibilities of deep learning
  • · Hardware platforms and environments
  • · Cloud computing opportunities
  • · Structure
  • · Data types
  • · Operations
  • · Gradient Tape
  • · Stochastic Gradient Descent (SGD)
M02
Modeling
  • · Solving simple problems
  • · Evaluating model quality
  • · Model tuning
M03
Extension
  • · Low-level network building
  • · Regularization techniques
  • · TensorBoard
  • · Model parameter analysis
  • · TensorFlow callbacks
  • · Saving and loading models
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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