450.00

Dates: ΤΒΑ

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This is a certified program by Athens Tech College, the first educational institution in Greece that specialises in computer science and ICT studies.  

Participant’s registration (payment’s completion) implies full compliance and acceptance οf  Code.Learn – Terms & Conditions.

Description

Duration

  • This specific Code.Learn program lasts 2 weeks (2 Fridays, 2 Saturdays) with 24 hours of lectures and hands-on exercise on a real life project.

Key Objectives – Curriculum (High Level):

The core perspectives of this program will be to present, explore and adequately cover with extended real-life business case studies & industry scenarios the following thematic units:

– Python
– Numpy
– Data analysis
– Data visualization
– Hands-on example (data analysis)
    – Load a dataset
    – Perform a simple EDA
    – Data cleaning
– Intro to Machine Learning
-> Assignment 1 (data analysis)
– Popular ML algorithms:
    – Supervised
    – Unsupervised
– Intro to scikit-learn
– Advanced ML concepts
– Implementing advanced preprocessing/evaluation techniques in python. Complete supervised ML workflow.
– Hands-on example (classification):
    – Load a dataset.
    – Preprocessing:
    – Train a classification model using the optimal hyperparameters.
    – Evaluate its performance.
-> Assignment 2 (classification)
– Natural Language Processing
– Hands-on example (text classification)
– Clustering
– Hands-on example (text clustering)
– Closing remarks
-> Assignment 3 (Reuters dataset clustering)

Physical/Virtual Classroom

The lessons can be carried out:

  • Inside a physical classroom with an instructor,
  • In an online environment as a virtual classroom, with live connection with the instructor through video conferencing; or lastly,
  • A combination of both physical and online.

The method of teaching will depend on the current conditions, and also on the participants’ preferences.

Regarding online, the instructor provides the taught material through screen sharing, live broadcast, or by working on the cloud where attendees can see and interact with everything in real-time. Attendees themselves can seamlessly and actively participate and ask questions, as they would in a physical classroom. Additionally, they can collaborate in team projects and deliver assignments and hands-on projects that the instructor can see and provide feedback easily and without delays.

Target Audience

Data analysts, data scientists, data engineers, BI engineers/developers, information-visualization-analytics professionals as well as computer scientists, software engineers, developers and consultants who vision their future in data-relevant career paths are welcome to participate to this code.learn program and unlock the full potentiality of the topics taught by upskilling their  future career.

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Additional information

Certification Institute:

Athens Tech College

Duration

24 hours

Premises

Code.Hub Training Center
Leof. Alexandras 205, Athina 115 23
https://goo.gl/maps/VBMSc8XpZqM4vz3n6

Registration Policy

Early Bird: 400€ (Limited number of tickets available)

Normal Registration: 450€ (Limited number of tickets available)

Participant’s registration (payment's completion) implies full compliance and acceptance οf Code.Learn – Terms & Conditions.