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Programming Language

Python Basics for Beginners

This is a basic Python course for non-major beginners. Practice materials are provided through Github.

(4.9) 23 reviews

652 learners

  • pdstudio
파이썬
Python

Reviews from Early Learners

What you will learn!

  • Python Basic Grammar

  • Understanding coding concepts

Python Basics for Non-Major Beginners

We've included the bare minimum of content to make it easy for beginners to learn coding and Python.

Learn about these things

Basic Python Usage

Learn Python's basic data types and functions through practice.

We will practice by linking the conda virtual environment to Jupyter.

Understanding coding concepts

Learn how to manipulate data using computers.

We provide practice problems and answers to help you apply what you've learned.

Things to note before taking the course

Practice environment

  • Operating System and Version (OS): Windows

  • Tools used: miniconda, Jupyter Lab

  • PC specifications: Not applicable

Learning Materials

Player Knowledge and Precautions

  • No prior prior knowledge is required. This is a basic course for beginners.

  • If you have any questions or comments, please feel free to ask.

New Course Information (30% Discount, Until October 29)

  • Implementation and Performance Evaluation of a RAG System Utilizing LangChain

  • From RAG implementation to performance evaluation -

    Practical AI Development in 9 Hours

    • LangChain-based RAG system construction practice

    • Learn advanced RAG techniques

    • RAG System Performance Evaluation Methodology

    • LangChain's latest LCEL syntax and how to use Runnable


  • Link: https://inf.run/mdYe4

Linked Lecture Guide (1)

  • Building a Python Chatbot & RAG with Projects - Using LangChain and Gradio

  • Consists of a total of 4 projects


    • A Simple QA Chatbot: Understanding the Development Environment, LLM Chain Structure, and Gradio Interface

    • PDF-based RAG Chatbot: Understanding the RAG technique, model parameters, and implementing the chatbot interface.

    • Data Analysis Chatbot: Upload a CSV file and analyze the data (Single Agent)

    • Investment Analyst Chatbot: Cryptocurrency Research and Investment Analysis (Multi Agent)

  • Link: https://inf.run/PfJaS

Linked Lecture Guide (2)

  • LLM Data Analytics - From Web Crawling to Recommendation Systems

  • Upgrading to LangChain and LLM

    Web Crawling & Data Analysis


    • Data collection using web crawling/scraping

    • Data collection, cleaning, and analysis using LangChain tools and LLM

    • Predictive analytics using LLM (sentiment analysis, summarization, product recommendations, etc.)

  • Link: https://inf.run/QYw3Q

Recommended for
these people

Who is this course right for?

  • For those new to coding

  • Non-majors or beginners who want to learn Python

Hello
This is

13,694

Learners

481

Reviews

132

Answers

4.8

Rating

7

Courses

안녕하세요. 저는 파이썬을 활용한 데이터 분석 및 인공지능 서비스 개발 실무를 하고 있습니다. 관심 있는 주제를 찾아서 공부하고 그 내용들을 많은 분들과 공유하기 위해 꾸준하게 책을 집필하고 인공지능 강의를 진행해 오고 있습니다.

 

[이력]

현) 핀테크 스타트업 CEO

전) 데이콘 CDO

전) 인덕대학교 컴퓨터소프트웨어학과 겸임교수

Kaggle Competitin Expert, 빅데이터 분석기사

 

[강의]

NCS 등록강사 (인공지능)

SBA 서울경제진흥원 새싹(SeSAC) 캠퍼스 SW 교육 ‘우수 파트너 선정’ (Python을 활용한 AI 모델 개발)

금융보안원, 한국전자정보통신산업진흥회, 한국디스플레이산업협회, 대구디지털산업진흥원 등 강의

서울대, 부산대, 경희대, 한국외대 등 국내 주요 대학 및 국내 기업체 교육 경험

  

[집필]

 

[유튜브] 판다스 스튜디오 : https://youtube.com/@pandas-data-studio?si=XoLVQzJ9mmdFJQHU

Curriculum

All

11 lectures ∙ (1hr 23min)

Published: 
Last updated: 

Reviews

All

23 reviews

4.9

23 reviews

  • b.h.park님의 프로필 이미지
    b.h.park

    Reviews 1

    Average Rating 5.0

    5

    64% enrolled

    설명이 쉽고 간결합니다.

    • 판다스 스튜디오
      Instructor

      감사합니다! 😊

  • 포동한너구리님의 프로필 이미지
    포동한너구리

    Reviews 1

    Average Rating 5.0

    Edited

    5

    100% enrolled

    간략하게 개념을 이해할 필요가 있었는데 도움이 되었습니다. 감사합니다!

  • 장성덕님의 프로필 이미지
    장성덕

    Reviews 97

    Average Rating 4.2

    4

    100% enrolled

    • 정우진님의 프로필 이미지
      정우진

      Reviews 2

      Average Rating 4.0

      5

      100% enrolled

      • 똘똘이스머프님의 프로필 이미지
        똘똘이스머프

        Reviews 868

        Average Rating 5.0

        5

        100% enrolled

        귀한 강의 감사드립니다. 건강 조심하세요.

      Free

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