500.00

AI & ML with Python

Dates: 5-April-19 till 20-April-19

Academic Director: I. Nikolakopoulos (in)

Tech Instructor: T. Tagaris 

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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

Python – AI & ML Code.Learn Program_Weekly Schedule-Learning Outcomes

Duration

  • This specific Code.Learn program lasts 3 weeks (3 Fridays, 3 Saturdays) with 35 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)

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

Save the Dates

– 3 Fridays:
5/4, 12/4, 19/4: 18.00-21.15
– 3 Saturdays:
6/4, 13/4, 20/4: 10.00-18.00

Duration

5-April-19 till 20-April-19
35 hours

Premises

Athens Tech College

Registration Policy

Early Bird: 450€ (Limited number of tickets available)

Normal Registration: 500€ (Limited number of tickets available)

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