Data Science & Machine Learning

Dive into data science — learn data analysis, visualisation, and machine learning with Python and real datasets.

ZedSkills

English

Certificate Course

1 Students

01h 15m

Course Overview

Data is the new oil, and data scientists are among the highest-paid professionals in tech. This course bridges the gap between Python basics and real-world data science, teaching you to analyse, visualise, and build predictive models.

Curriculum

Python refresher for data science
NumPy and Pandas for data manipulation
Data cleaning and preprocessing
Exploratory Data Analysis (EDA)
Data visualisation with Matplotlib and Seaborn
Statistics fundamentals for data science
Machine learning concepts: supervised vs unsupervised
Regression and classification models (Scikit-learn)
Model evaluation and hyperparameter tuning
Real projects: house price prediction, customer segmentation

FAQ

Course curriculum

Requirment

<ul><li>Basic Python knowledge (our Python course is recommended)</li><li>A computer with Python installed</li><li>High school maths</li></ul>

Outcomes

<ul><li>Analyse and visualise real-world datasets</li><li>Build and evaluate machine learning models</li><li>Present data insights with compelling visualisations</li><li>Prepare for data science job interviews</li></ul>

Publisher

ZedSkills

Learn Skills That Matter

ZedSkills is an online learning platform dedicated to empowering individuals with the practical skills needed to thrive in today's world. From technology and business to lifestyle and agriculture, our expert-curated courses are designed to inspire, educate, and transform.

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Students
1
Language
English
Duration
01h 15m
Level
intermediate
Expiry period
Lifetime
Certificate
yes

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