Data Science & Data Analysis

Understanding Data

Understanding Business Process

Data Story

Data to Insight

Data Story Vs Dashboard

Data Driven-Decission

Business Value from Data

Business Data and Information Management for Long-Term Used

Getting started with Data Project

Preparing Career in Data Role

Introduction to Looker Data Studio

Layout Preparation

Compiling Data Visualization

Filter Control

Calculated Fields

Project: Data Visualization in Looker Data Studio

Project: Data Visualization in Looker Data Studio II

Data Analysis Fundamental

Data Analysis Preparation

Statistics

Business Metrics

Marketing Business Metrics

Product Metrics

Cohort and Retention Analysis

Regression and Inferential Analysis

Correlation Analysis

Hypothetical Testing & AB Test

Database Introduction

Data Preparation in Database

Table Creating and Manipulation

Relationship and Alter Table

Basic SQL

SQL Advance: Group By & Agregat

SQL Joins

SQL String and Date Function

Subquery and Common Table Expression

SQL Keyword

Data Science Fundamental

Kaggle, GitHub, Kedro

Statistics Introduction

Descriptive Analysis

Data Visualization

Probability and Distribution

Hypothesis Testing

Correlation Analysis

Introduction to Data Preprocessing

Introduction to Machine Learning

Introduction and Installation

Function in Python

Data Structure in Python

String in Python

Regular Expression Python

Search, Match and Find All

Regular Advance Expression

List Fundamental in Python

All About Dictionary Python

Object Oriented Programming

Data Import

Data Query

Data Cleansing

Data Binning & Case Statement

Exploratory Data Analysis: Descriptive Statistics & Grouping

Exploratory Data Analysis: Data Visualization & Correlation

Project: User Retention Analysis

Project: User Segmentation

Project: Market Basket Analysis #1

Project: Market Basket Analysis #2

Python: Numpy Introduction Part 1

Python: Intro to Numpy Part 2

Python: Intro to Numpy Part 3

Python: Linear Regression

Python: Classification

Python : Classification Case Study

Python: Clustering

Python: Clustering Case Study

Python: Text as Data

Artificial Neural Network Introductory

Power BI Introduction

Data Preparation

Data Transformation Basic

Data Transformation Intermediate

Data Transformation Advanced

Data Modelling Fundamental

Tables in Data Modelling

Data Analysis Expressions Formula

Data Analysis Expressions Advanced

Visualization, Reporting and Dashboard