/DQLab

This is a repository to share the result of learning from materials and projects in DQLab

Primary LanguageJupyter NotebookMIT LicenseMIT



DQLab is a complete platform to learn all about data. If you want to become a data practitioner, then it is a must to study at DQLab. There are three programming languages provided, R, Python, and SQL. These three languages are very popular in today's data science world.

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This is a repository that I created to share the result of learning from materials and projects in DQLab. Markdown template inspired from Arist

Skill Track

Learn

R Materials

Class List

Preparation Class

Module List

Fundamental CLass

Module List

  • [📂] [🔍] [📃] Data Preparation in Data Science using R

  • [📂] [🔍] [📃] Statistics using R for Data Science

  • [📂] [🔍] [📃] Data Visualization in Data Science using R

  • [📂] [🔍] [📃] Fundamental Data Visualization using R

  • [📂] [🔍] [📃] Advanced Data Visualization with ggplot2 using R

Industry Applied Class

Daftar Modul

  • [📂] [🔍] [📃] Data Science in Finance: Credit Risk Analysis

  • [📂] [🔍] [📃] Data Science in Retail: Market Basket Analysis

Python Materials

Class List

Preparation Class

Module List

  • [📂] [🔍] [📃] Introduction to Data Science with Python

  • [📂] [🔍] [📃] Python Fundamental for Data Science

Fundamental Class

Module List

  • [📂] [🔍] [📃] Data Wrangling Python

  • [📂] [🔍] [📃] Python for Data Professional Beginner - Part 1

  • [📂] [🔍] [📃] Python for Data Professional Beginner - Part 2

  • [📂] [🔍] [📃] Python for Data Professional Beginner - Part 3

  • [📂] [🔍] [📃] Data Visualization with Python Matplotlib for Beginner - Part 1

  • [📂] [🔍] [📃] Exploratory Data Analysis with Python for Beginner

  • [📂] [🔍] [📃] Data Visualization with Python Matplotlib for Beginner - Part 2

  • [📂] [🔍] [📃] Data Quality with Python for Beginner

  • [📂] [🔍] [📃] Machine Learning With Python for Beginner

  • [📂] [🔍] [📃] Fundamental Data Visualization with Python

  • [📂] [🔍] [📃] Data Manipulation with Pandas - Part 1

  • [📂] [🔍] [📃] Data Manipulation with Pandas - Part 2

  • [📂] [🔍] [📃] Statistic using Python for Data Science - Part 1

  • [📂] [🔍] [📃] Statistic using Python for Data Science - Part 2

  • [📂] [🔍] [📃] Data Visualization using Plotnine

Industry Applied Class

Daftar Modul
  • [📂] [🔍] [📃] Data Analyst Project: Business Decision Research

SQL Materials

Class List

Preparation Class

Module List
  • [📂] [🔍] [📃] Fundamental SQL with SELECT Statement

Fundamental Class

Module List

  • [📂] [🔍] [📃] Fundamental SQL Using SELECT Statement

  • [📂] [🔍] [📃] Fundamental SQL Using FUNCTION and GROUP BY

  • [📂] [🔍] [📃] Fundamental SQL Using INNER JOIN and UNION

  • [📂] [🔍] [📃] Fundamental SQL Group By and Having


Career Track

Career

Data Analyst Career Track (Python) [🔍] [📃]

Understanding Fundamental Programming Language

  • [📂] [🔍] [📃] Python for Data Professional Beginner - Part 1

  • [📂] [🔍] [📃] Python for Data Professional Beginner - Part 2

  • [📂] [🔍] [📃] Python for Data Professional Beginner - Part 3

Understanding SQL and RDBMS enabling to process data in companies that have implemented IT systems

  • [📂] [🔍] [📃] Fundamental SQL Using SELECT Statement

  • [📂] [🔍] [📃] Fundamental SQL Using FUNCTION and GROUP BY

  • [📂] [🔍] [📃] Fundamental SQL Using INNER JOIN and UNION

Understanding Concepts and Application of EDA in Business Study Case
  • [📂] [🔍] [📃] Exploratory Data Analysis with Python for Beginner
Processing Small to Large Amounts of Datasets

  • [📂] [🔍] [📃] Data Manipulation with Pandas - Part 1

  • [📂] [🔍] [📃] Data Manipulation with Pandas - Part 2

Understanding Concepts and Generating the Right Type of Data Visualization to Present a Business Case

  • [📂] [🔍] [📃] Data Visualization with Python Matplotlib for Beginner - Part 1

  • [📂] [🔍] [📃] Data Visualization with Python Matplotlib for Beginner - Part 2

Understand the Concept of Predictive Modeling & Able to Test the Accuracy Level to Choose the Right Model
  • [📂] [🔍] [📃] Machine Learning With Python for Beginner
Investigating and Detecting Anomalies in Data
  • [📂] [🔍] [📃] Data Quality with Python for Beginner
Data Analyst Project: Business Decision Research
  • [📂] [🔍] [📃] Data Analyst Project: Business Decision Research

Let's study in DQLab

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