wool9017943

Python初心者の目線に合わせ、最も簡単で最も実践的な過程として企画された入門講義で、Streamlitを活用した直感的なダッシュボード、デプロイのためのGoogle Cloud Platformなどを学びます。また、ビッグデータ分析技士の実技準備も同時に行うことができます。

j2hoon856466

Python Streamlitを活用したダッシュボード作成（feat. ビッグデータ分析技師実技準備）

데이터시각화

streamlit

실습 중심

실습코드

This introductory course, designed to be the easiest and most practical for Python beginners, covers intuitive dashboards using Streamlit, Google Cloud Platform for deployment, and more. Additionally, you can also prepare for the 빅데이터 분석기사 practical exam.

Evan

입문

초급

중급이상

파이썬

Python

사이킷런

Scikit-Learn

판다스

Pandas

Web Crawling

Creating Dashboards Using Python Streamlit (feat. Preparing for Big Data Analytics Engineer Practical Exam)

Course Introduction


Step 1: Python Development Environment Setup


Step 2: Python Basic Syntax


Step 3: Data Wrangling - pandas


Step 4: Data Visualization - matplotlib, seaborn, and plotly


Step 5: Learning Basic Streamlit Syntax


Step 6: Basic Python Machine Learning Example (Scikit-Learn)


Step 7: Processing and Visualizing Geospatial Data (GeoPandas)


Step 8: API Crawling & Web Crawling


Step 9: Streamlit Practical Project Examples


Step 10: Deploying the Streamlit Dashboard


Step 11: Deployment Using Google Cloud and Github Actions


(Bonus) Portfolio Preparation for Job Seekers


(Bonus - Streamlit)


Bonus Lecture: Big Data Analytics Professional Practice - Task 1 Type (Restoration of Past Exam Question Types)


Bonus Lecture: Big Data Analytics Professional Practice - Type 2 (Restoration of Past Exam Question Types)


Bonus Lecture: Big Data Analysis Specialist Practical Exam - Type 3 (Restored Past Exam Types)


(Bonus - Excel)


Preparing for an SQL lecture.


Guitar
