Data Science
Data Science
Duration: 6 Month
Price: N300,000
Format: Physical/Online
Schedule: 10hrs/week
Option: Weekend/Days
About Course
Data Science is the field of using scientific methods, processes, and algorithms to extract knowledge and insights from structured and unstructured data. This course takes you from data fundamentals to building predictive models. You’ll learn to clean, analyze, and interpret complex datasets using powerful statistical and machine learning techniques.
Course Modules
Module 1: Fundamentals of Data Science & Python for Data Analysis: Introduction to the data science lifecycle and mastering Python libraries like NumPy and Pandas for data manipulation.
Module 2: Statistics & Probability for Data Science: Understanding key statistical concepts, hypothesis testing, and probability theory essential for data analysis.
Module 3: Data Cleaning, Preprocessing & Exploratory Data Analysis (EDA): Learning techniques to clean messy data, handle missing values, and visualize data to uncover initial insights.
Module 4: Introduction to Machine Learning: Understanding different types of machine learning (supervised vs. unsupervised) and key algorithms like linear regression and classification.
Module 5: Advanced Machine Learning Models: Exploring more complex algorithms such as K-Means, decision trees, and an introduction to neural networks.
Module 6: Model Evaluation & Deployment: Learning how to evaluate model performance and the basic steps to deploy a machine learning model.