Data Science & AI Specialization – Castor Academy

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Career development

Learning frameworks

Literature review

Product development

Overview

This specialization course allows you to design your own personalized learning path within data science and artificial intelligence. You will define a focused area of expertise, select relevant modules, and develop a capstone project aligned with your professional or research goals. The course emphasizes autonomy, depth, and real-world application, culminating in a comprehensive final project with formal documentation, analysis of the state of the art, and professional communication of results.

By

argenticare

Share

Data Science & AI Specialization

Category:

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Artificial Intelligence

Learning Strategies

Professional Skills

-

2

Enrollments

Level

Intermediate

Time to Complete:

130 hours 0 minute

Lessons:

0

Certificate:

Yes

Free

Overview

This specialization course allows you to design your own personalized learning path within data science and artificial intelligence. You will define a focused area of expertise, select relevant modules, and develop a capstone project aligned with your professional or research goals. The course emphasizes autonomy, depth, and real-world application, culminating in a comprehensive final project with formal documentation, analysis of the state of the art, and professional communication of results.

What You’ll Learn?

Design a personalized specialization path aligned with your professional or research goals

Select and justify advanced learning modules based on a defined area of expertise

Conduct structured literature reviews and analyze the state of the art in a chosen domain

Plan and execute an end-to-end applied or research-oriented data science project

Apply appropriate methods, tools, and evaluation criteria to a complex real-world problem

Document technical work following professional or academic standards

Communicate results through presentations, dashboards, demos, or written reports

Integrate mentor and peer feedback to improve project quality and clarity

Requirements

Prior knowledge in data science or artificial intelligence

Ability to work independently and manage your own learning path

Commitment to completing a substantial final project

Willingness to receive and apply peer and mentor feedback

Course Prerequisite(s)

Please note that this course has the following prerequisites which must be completed before it can be accessed
Advanced Data Science and AI
Introduction to Data Science and AI
Foundations: AI & Data Science

Instructor(s)

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Research and Literature Review

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Advanced Data Science and AI

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Artificial Intelligence

Professional Skills

Programming

Foundations: AI & Data Science

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Artificial Intelligence

Computing Basics

Data Analytics

Introduction to Data Science and AI

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Artificial Intelligence

Data Analytics

Programming