Overview

Description

Course Title: Data Science+ (10 Modules)

Required Experience: Beginner
Duration: 14 months
Commitment: 18 hours per week
Start Date: Autumn 2024
Format: Online
Price: €3110 1.810 € Exlusive First-Year Discount!

Course Description:

The Data Science+ course is a comprehensive program designed to provide you with the foundational and advanced skills required in the field of data science. Over 14 months, this course will guide you through key concepts, tools, and techniques, preparing you for a successful career in data science and analytics.

Modules Overview:

1. Data Engineering with SQL
• Duration: 5 weeks
• Tools: SQL Server
• Learn the fundamental principles of relational database management systems, create databases from scratch, and use complex queries.

2. Data Warehousing

• Duration: 3 weeks
• Tools: SQL Server
• Framework: DWH (Data Warehouse)
• Master the design and implementation of data warehouses using ER models, dimensional modeling, and integration techniques.

3. Fundamentals of Power BI

• Duration: 4 weeks
• Tools: Power BI
• Gain expertise in data modeling, report creation, and visualization using Power BI, including working with DAX functions and data transitions.

4. Introduction to Python

• Duration: 5 weeks
• Tools: Pandas, PC, Jupyter
• Get introduced to Python, focusing on data manipulation, algorithm implementation, and using libraries for data analysis and machine learning.

5. Introduction to Mathematics and Statistics for Applied Machine Learning

• Duration: 8 weeks
• Tools: Jupyter
• Learn advanced calculus, linear algebra, probability, and statistical methods essential for machine learning.

6. Machine Learning

• Duration: 11 weeks
• Tools: Jupyter, Pandas, CO, PC, scikit-learn
• Master machine learning techniques, including deep neural networks, computer vision, and natural language processing.

7. Big Data

• Duration: 4 weeks
• Tools: Apache Spark, Apache Spark SQL, Apache Spark ML
• Learn to handle and process large datasets using data processing frameworks and task distribution tools.

8. Fast-Track to Your Future Career (Employment Skills)

• 12 courses, Online, Self-paced
• Develop critical employment skills, including communication, leadership, analytical skills, and more, to enhance your career prospects.

9. Expanding Your Employment Opportunities (Advanced Technical Skills)

• 5 courses, Online, Self-paced
• Gain advanced technical skills in project management, software engineering, testing, and programming to broaden your career options.

10. Preparing for Careers in the AI Era (AI Skills)

• 3 courses, Online, Self-paced
• Equip yourself with AI-related skills, including AI ethics, business AI, and AI programming, to excel in AI-driven environments.

Prerequisites

What you'll learn

• Foundational and advanced skills

Requirements

• No