DataQuest LearningMap

Data Scientist Path 0%

1
Python Introduction

Python Programming: Beginner

Python Programming: Intermediate

2
Data Analysis and Visualization

Data Analysis with Pandas: Intermediate

Exploratory Data Visualization

Storytelling Through Data Visualization

Data Cleaning

3
The Command Line

Command Line: Beginner

Command Line: Intermediate

Git and Version Control

4
Working with Data Sources

APIs and Web Scraping

SQL and Databases: Beginner

SQL and Databases: Intermediate

SQL and Databases: Advanced

5
Statistics and Linear Algebra

Probability and Statistics in Python: Beginner

Probability and Statistics in Python: Intermediate

Linear Algebra in Python

6
Machine Learning

Machine Learning in Python: Beginner

Machine Learning in Python: Intermediate

Decision Trees

Machine Learning Project

7
Advanced Python and Computer Science

Data Structures and Algorithms

Python Programming: Advanced

8
Advanced Topics in Data Science

Kaggle Competitions

Exploring Topics in Data Science

Natural Language Processing

9
Working With Large Datasets

Spark and Map-Reduce

10
Learning R

R Programming: Beginner

11
Capstone Projects

Data Scientist Capstone