Lộ trình trở thành một DataAnalyst by Thư Trịnh https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01 en-us 2024-10-29 18:05:17 UTC 2024-10-29 19:26:47 UTC hello@padlet.com LỘ TRÌNH TRỞ THÀNH MỘT DATA ANALYST trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3192980356 2024-10-29 18:05:54 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3192980356 Phân tích dữ liệu là gì? trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3192982651 Phân tích dữ liệu là kỹ thuật phân tích dữ liệu thô từ nhiều nguồn dữ liệu khác nhau để có được những thông tin chi tiết có ý nghĩa.

]]> 2024-10-29 18:07:48 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3192982651 Các loại hình phân tích dữ liệu trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3192993142

  • Descriptive Analytics (Mô tả)

  • Predictive Analytics (Dự đoán)

  • Diagnostic Analytics (Chuẩn đoán)

  • Prescriptive Analytics (Đề xuất)

    • ]]>     2024-10-29 18:15:18 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3192993142     Xây dựng nền tảng cơ bản trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193007034 2024-10-29 18:26:10 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193007034 Thống kê và Phân tích số liệu bằng Excel trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193015977

  • Học các hàm cơ bản

  • Học cách sử dụng biểu đồ

  • Học cách dùng tool Pivot Table

    • ]]>     2024-10-29 18:33:10 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193015977     Học SQL trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193016405 2024-10-29 18:33:31 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193016405 Học ngôn ngữ lập trình trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193020954

  • Python

  • R

    • ]]>     2024-10-29 18:36:43 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193020954     Thành thạo kỹ năng xử lý và quản lý các dữ liệu trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193025906 2024-10-29 18:40:09 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193025906 Thu thập dữ liệu trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193030417

  • Databases

  • CSV Files

  • APIs

  • Web Scraping

    • ]]>     2024-10-29 18:43:32 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193030417     Làm sạch dữ liệu trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193036790

  • Handle missing data

  • Removing duplicate

  • Finding outliers

  • Data Transformation

    • ]]>     2024-10-29 18:48:27 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193036790     Data Analysis Techniques trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193040553 2024-10-29 18:51:38 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193040553 Descriptive Analysis trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193042356

  • Visualizing Distributions

  • Generating Statistics

    • ]]>     2024-10-29 18:53:01 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193042356     Data Visualisation trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193047194

  • Tools: Tableau, Power BI

  • Libraries: Matplotlib, Seaborn

  • Charting

    • ]]>     2024-10-29 18:56:17 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193047194     Statistical Analysis trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193049070

  • Hypothesis Testing

  • Correlation Analysis

  • Regression

    • ]]>     2024-10-29 18:57:38 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193049070     Advanced Topics trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193050603 2024-10-29 18:59:01 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193050603 Machine Learning trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193052808

  • Model Evaluation Techniques

  • ML types

  • Popular ML Algorithms

    • ]]>     2024-10-29 19:00:57 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193052808     Big Data Techonologies trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193054533

  • Big Data Concepts

  • Data Storage Solutions

  • Parallel Processing

  • Map Reduce

    • ]]>     2024-10-29 19:02:29 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193054533     Deep Learning (Optional) trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193056473 2024-10-29 19:03:18 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193056473 Learn the Basics trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193057338

  • Neural Networks

  • CNNs

  • RNN

    • ]]>     2024-10-29 19:04:05 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193057338     Frameworks trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193058310

  • Tensorflow

  • Pytorch

    • ]]>     2024-10-29 19:04:58 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193058310     Practice Training Models trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193058886

  • Image Recognition

  • Natural Language Processing

    • ]]>     2024-10-29 19:05:31 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193058886     hehe trinhthu160906 https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193061271 2024-10-29 19:07:38 UTC https://padlet.com/trinhthu160906/b5jgn5urmc5s2l01/wish/3193061271