19/09/2024
Title: Python Programming and Data Analysis
Course Overview:
Learn Python programming fundamentals and data analysis techniques to extract insights from data.
Objectives:
- Master Python basics, data types, functions, and object-oriented programming
- Understand data structures, file handling, and data visualization
- Learn popular libraries: NumPy, Pandas, Matplotlib, and Scikit-learn
- Analyze and visualize real-world data sets
- Develop data-driven projects and presentations
Outline:
Module 1: Python Fundamentals
- Introduction to Python
- Data types and variables
- Control structures and functions
- Modules and packages
Module 2: Data Structures and File Handling
- Lists, tuples, dictionaries, and sets
- File input/output and persistence
- CSV, JSON, and Excel file handling
Module 3: Data Analysis and Visualization
- Introduction to Pandas and NumPy
- Data cleaning, filtering, and grouping
- Visualization with Matplotlib and Seaborn
Module 4: Machine Learning and Data Science
- Introduction to Scikit-learn
- Supervised and unsupervised learning
- Regression, classification, and clustering
Module 5: Projects and Presentations
- Real-world data analysis projects
- Data visualization and storytelling
- Presentation techniques
Details:
- Duration: 12 weeks
- Format: Online/In-person
- Schedule: Weekends/Weekdays
- Time: 2 hours/session
- Fee: $100
- Starts Date: 28th September, 2024
:
Basic computer knowledge and interest in programming and data analysis.
Audience:
Beginners, Students, professionals, and enthusiasts in data science, analytics, and related fields.
:
Mr. Lamin D. Kinteh, Computer Science Graduate.
:
Certificate of completion upon finishing the course.
:
https://form.jotform.com/241604310716042
:
[email protected]/ 088151 04719