A collection of learning outcomes data analysis using Python and SQL, from DQLab.

Overview

Data Analyst with PYTHON


Data Analyst berperan dalam menghasilkan analisa data serta mempresentasikan insight untuk membantu proses pengambilan keputusan manajerial pada suatu perusahaan. Tipe pemodelan data yang dilakukan oleh Data Analyst beragam mulai dari Exploratory hingga Predictive Modeling menggunakan algoritma machine learning untuk menemukan pola pada data yang diolah.


Repositori ini, saya gunakan untuk menyimpan dan berbagi hasil pembelajaran mengenai dasar analisis data dengan menggunakan 2 bahasa pemrograman, yaitu: PYTHON dan SQL. Terdapat juga tugas project dari beberapa praktisi yang didasarkan case study di lapangan.



MATERI


PYTHON

PYTHON for Data Professional Beginner - Part 1

PYTHON for Data Professional Beginner - Part 2

PYTHON for Data Professional Beginner - Part 3

Exploratory Data Analysis with PYTHON for Beginner

Fundamental Data Visuzlization with PYTHON

Data Visualization with PYTHON Matplotlib for Beginner - Part 1

Data Visualization with PYTHON Matplotlib for Beginner - Part 2



SQL

Fundamental SQL using SELECT Statement

Fundamental SQL using FUNCTION and GROUP BY Statement

Fundamental SQL using INNER and UNION



PROJECT

Project Data Analysis for Retail Sales Performance Report

Project Data Analysis for B2B Retail Customer Analytics Report


Owner
Seeking of knowledges and learning for a lifetime
t-SNE and hierarchical clustering are popular methods of exploratory data analysis, particularly in biology.

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Python utility to extract differences between two pandas dataframes.

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Full ELT process on GCP environment.

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CleanX is an open source python library for exploring, cleaning and augmenting large datasets of X-rays, or certain other types of radiological images.

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MEAD: A Large-scale Audio-visual Dataset for Emotional Talking-face Generation [ECCV2020]

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Projeto para realizar o RPA Challenge . Utilizando Python e as bibliotecas Selenium e Pandas.

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Hue Editor: Open source SQL Query Assistant for Databases/Warehouses

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This repo contains a simple but effective tool made using python which can be used for quality control in statistical approach.

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SasiVatsal 8 Oct 18, 2022
OpenDrift is a software for modeling the trajectories and fate of objects or substances drifting in the ocean, or even in the atmosphere.

opendrift OpenDrift is a software for modeling the trajectories and fate of objects or substances drifting in the ocean, or even in the atmosphere. Do

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talkbox is a scikit for signal/speech processing, to extend scipy capabilities in that domain.

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