Data Science Course Index — Dataplexa

Data Science
Master Index

68 Lessons · 14 Modules

Complete Data Science roadmap covering EDA, Statistics, Feature Engineering, ML, SQL, Big Data, ETL, Cloud and real-world capstone projects.

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68Lessons

14Modules

5Projects

FreeAccess

Module I Data Science Foundations Lessons 1–4

Lesson 01

What is Data Science?

Python for DS (Refresher)

Module II Data Wrangling & Cleaning Lessons 5–10

Lesson 05

Handling Missing Values

Module III Exploratory Data Analysis (EDA) Lessons 11–15

Multivariate Analysis

Module IV Feature Engineering Lessons 16–20

Dimensionality Reduction

Module V Statistics & Probability Lessons 21–26

Lesson 21

Descriptive Statistics

Module VI Data Visualization Lessons 27–31

Advanced Visualizations

Module VII SQL for Data Science Lessons 32–36

Module VIII Databases & Storage Lessons 37–41

Module IX Python Libraries for Data Science Lessons 42–46

Module X Machine Learning for Data Science Lessons 47–51

Train/Test/Validation

Module XI Data Pipelines & ETL Lessons 52–56

Module XII Big Data Basics Lessons 57–60

Distributed Workflows

Module XIII Cloud for Data Science Lessons 61–63

Module XIV Real-World Data Science Projects Lessons 64–68

Recommendation System

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Data Science Master Index

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Data ScienceMaster Index

Data Science
Master Index