Foundations: AI & Data Science – Castor Academy

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AI fundamentals

Career development

Cloud fundamentals

Cybersecurity and privacy

Digital literacy

Overview

The goal of this course is to provide a structured introduction to essential knowledge, practical skills, and professional competencies required to enter data-driven and technology-related fields.

It is designed for early-career professionals, students, or career switchers who are new to data, programming, or digital technologies and want to build a strong multidisciplinary foundation. Ideal for individuals aiming to transition into fields such as data science, artificial intelligence, informatics, or digital innovation.

By

argenticare

Share

Foundations: AI & Data Science

Category:

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Artificial Intelligence

Computing Basics

Data Analytics

0

4

Enrollments

Level

Beginner

Time to Complete:

60 hours 0 minute

Lessons:

36

Certificate:

Yes

Free

Overview

The goal of this course is to provide a structured introduction to essential knowledge, practical skills, and professional competencies required to enter data-driven and technology-related fields.

It is designed for early-career professionals, students, or career switchers who are new to data, programming, or digital technologies and want to build a strong multidisciplinary foundation. Ideal for individuals aiming to transition into fields such as data science, artificial intelligence, informatics, or digital innovation.

What You’ll Learn?

Understand how to plan and navigate a professional transition into data and technology fields

Build effective learning strategies and self-directed study habits

Develop core professional assets such as CV, résumé, LinkedIn profile, and communication skills

Gain foundational literacy in computing, data, statistics, and artificial intelligence

Learn how to explore, evaluate, and choose learning paths and career options

Apply basic programming and data analysis skills through an exploratory data analysis project

Requirements

No prior experience in data science or programming is required

Basic computer literacy and internet access are expected

Learners should be willing to engage in self-directed learning

Creating free accounts on common learning platforms may be required

Instructor(s)

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argenticare

Profile

Syllabus Overview

36

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0

Quizzes

1

Tasks

0

Resources

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Understanding Professional Transitions

Initial Tasks for Professional Transitions

Exploring Learning Paths and Study Options

Productivity and Time Management for Career Transitions

01:07:54

Core Professional Skills

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Building a Comprehensive CV

Creating a Role-Focused Résumé

Optimizing Your LinkedIn Profile

Developing Essential Soft Skills

Ergonomics, Well-being, and Sustainable Work Habits

03:00

Professional English for Tech

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Building Professional English Vocabulary

Writing a Cover Letter in English

Personal Presentation for Job Interviews

Crafting an Elevator Pitch

Project Management Basics

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Understanding Project Life Cycles

35:00

Running Effective Meetings

07:50

Goal Setting with the SMART Framework

42:20

Task Prioritization and Decision Making

02:30

Literature Search and Evidence Skills

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Searching Scientific Literature

05:26

Using AI Tools for Literature Search

13:30

Literature Search Exercise

Introduction to Artificial Intelligence

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Using ChatGPT as a Learning Tool

12:30

Core Concepts in Artificial Intelligence

10:15

AI Applications Across Domains

Exploring a Specific AI Use Case

Descriptive Statistics Foundations

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Core Concepts in Descriptive Statistics

Informatics and Digital Foundations

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Basic Computer and System Concepts

Working Efficiently with Text Processors

03:10:00

Basic Cybersecurity Awareness

17:45

Data Privacy and Regulatory Awareness

20:10

Spreadsheets, Databases, and Presentations

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Working with Spreadsheets

01:35:00

Practicing Data Analysis with Spreadsheets

Relational Database Basics

03:30

Creating Effective Slides and Presentations

38:00

Python and Exploratory Data Analysis

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Tools and Resources for Data Programming

Python Programming for Data Analysis

Exploratory Data Analysis Workflow

40:20

Capstone Project: EDA

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Assignment — Exploratory Data Analysis Project

Material Includes

Curated articles, videos, and external learning resources

Guided assignments and reflective exercises

Practical tutorials and recommended datasets

Templates and examples for professional documents

A hands-on exploratory data analysis capstone project

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Explore More Courses

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Introduction to Data Science and AI

By

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Artificial Intelligence

Data Analytics

Programming

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Artificial Intelligence

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Programming

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Artificial Intelligence

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