Data Analysis with Python

Teacher

admin

About This Course

The Data Analysis Using Python course is designed to provide participants with practical data analysis skills using one of the world’s most popular programming languages for data science. Learners will develop the ability to collect, clean, transform, analyze, visualize, and interpret data using Python libraries such as Pandas, NumPy, Matplotlib, Seaborn, and Scikit-learn. Through hands-on exercises, real-world datasets, and a capstone project, participants will gain the skills required to extract valuable insights, build predictive models, and support data-driven decision-making across business and research environments.

Data Analysis Skills

Learn how to clean, transform, analyze, and interpret data using Python.

Data Visualization

Create professional visualizations using Matplotlib and Seaborn to communicate insights effectively.

Data Processing

Work with large datasets using Pandas and NumPy for efficient data manipulation and analysis.

Predictive Analytics

Apply machine learning techniques using Scikit-learn to identify patterns and make predictions.

36 Hours

Duration

Certificate

Awarded

Live Online

Training

Intermediate

Level

Course Curriculum

Module 1

• What is Data Analysis?
• Python for Data Analysis
• Python Environment Setup
• Pandas Overview
• NumPy Fundamentals
• Matplotlib & Seaborn Introduction

Module 2

• Python Variables
• Data Types
• Loops & Conditions
• Functions & Modules
• Lists & Tuples
• Dictionaries & Sets

Module 3

• Pandas DataFrames
• Data Import & Export
• Handling Missing Values
• Managing Outliers
• Data Transformation
• Data Aggregation & Merging

Module 4

• Matplotlib Fundamentals
• Seaborn Visualizations
• Bar Charts
• Line Graphs
• Scatter Plots
• Histogram Creation

Module 5

• Statistical Analysis
• Correlation Analysis
• Regression Techniques
• Time Series Analysis
• Clustering Models
• Classification with Scikit-learn

Module 6

• Web Scraping Fundamentals
• Requests Library
• Beautiful Soup
• Selenium Automation
• Data Extraction
• Data Storage with Pandas

Module 7

• Capstone Project Planning
• Real-World Data Analysis
• Data Visualization Project
• Insight Generation
• Results Presentation
• Project Review & Feedback

Skills You'll Gain

Develop practical skills that can be applied immediately in real-world trading scenarios.

Python Pandas NumPy Data Analysis Data Cleaning Data Transformation Data Visualization Matplotlib Seaborn Statistical Analysis Machine Learning Scikit-learn Web Scraping Predictive Analytics Data-Driven Decision Making

Registration & Pricing

Everything you need to know before enrolling.

Pricing

Standard: €1030
HRDA Funded: €310
Individual: €670
(x2 or x3 Installments)

36 Hours

Comprehensive Python data analysis training

Live Online

Instructor-led interactive learning

Certificate

Issued upon completion

Module Recordings

Class Recordings for Missed Sessions

Workplace Skills

Directly applicable to your job

Feedback

Marios Zindilis

System Administrator at Amazon

SCP Academy was the key for me to open new doors in my career, leading me down paths I would never have thought of. Apart from Knowledge I have been taught to value persistence, to be curious and to focus on specific and timely goals, both in career as well as in life.

Marios Kairinos

System Engineer at Tototheo Group

I attended my first course in 2015 with the dream of becoming an IT professional. I have registered for the MCSA course and since then I have never stop learning. I have completed successfully the Azure and Office 365 courses which helped me find my dream job. Now I can ask for more and I know who can help me take them.

Evagoras Pourgourides

IT Officer at Bernhard Schulte Shipmanagement

SCP Academy helped me learn more than I could ever imagine. The courses enriched me with knowledge and professional skills that i use in my job

Alexandros Louca

Systems/Network Engineer at Zambartas Law Office

Following my passion for technology was one of the best decisions I ever made. In SCP Academy I have found and attended courses that advanced my career to the next level.

Giota Achilleos

Digital web designer/Marketing iGaming company- Malta

SCP academy was the key for me to step to success. Regarding the knowledge that I gained from the university the academy offered to me more skills to succeed my goals and my dreams. SCP academy has offered to me professional courses that helped me to start my new career in Malta.

Panos Iacovides

Senior IT Support Engineer at Eurogate Container Terminal Limassol Ltd

It is never too late to make an advancement in your career and SCP Academy has helped me to achieve that. Started with the CCNA R&S Certificate and now moving on to the MCSA Certificate with more to follow. SCP Academy has also taught me that learning is a never ending process and I should make the most of it on a daily basis, making every second count. Did you know there are 86400 seconds in a day? Interesting huh?