Introduction to Data Science
Data science fundamentals from Cisco
A Cisco Networking Academy course introducing data science fundamentals. Covers data collection, cleaning, analysis, visualization, machine learning basics, and real-world data science workflows using Python.
Data ScienceFreebeginner30 hours
Submitted by @yahianaimRoadmap (6 steps)
1
Data Science Overview
4 hours#What is Data Science#Data Science Lifecycle#Roles & Tools#Ethics & Privacy
2
Data Collection & Preparation
6 hours#Data Sources#Data Types#Data Cleaning#Handling Missing Values
3
Data Analysis & Visualization
6 hours#Exploratory Analysis#Statistical Summaries#Matplotlib & Seaborn#Storytelling with Data
4
Machine Learning Basics
6 hours#Supervised vs Unsupervised#Regression#Classification#Model Evaluation
5
Python for Data Science
4 hours#Pandas#NumPy#Scikit-learn#Jupyter Notebooks
6