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 Duration 14 hours

Course Outline

Getting Started with LangChain and Data Analysis

  • Overview of LangChain's functional capabilities
  • Embedding LangChain within data analysis workflows
  • Foundations of data analysis using Python

Data Collection and Preprocessing via LangChain

  • Automating data extraction from APIs and databases using LangChain
  • Applying data cleaning and preprocessing techniques with Pandas and LangChain
  • Managing missing data and executing data transformations

Exploratory Data Analysis (EDA) with LangChain

  • Utilizing LangChain to facilitate exploratory data analysis
  • Deriving insights through descriptive statistics
  • Automating the generation of summary reports using LangChain

Data Visualization Methods with LangChain

  • Familiarization with Matplotlib and Seaborn
  • Developing advanced visualizations including charts, plots, and histograms
  • Enriching visualizations with AI-driven insights from LangChain

Applying LangChain to Predictive Analytics

  • Introduction to predictive modeling and machine learning concepts
  • Integrating predictive models with LangChain for automated insights
  • Producing data-driven predictions leveraging LangChain's capabilities

Interpreting and Communicating Insights via LangChain

  • Translating data visualizations into natural language insights
  • Creating automated reports and dashboards with LangChain
  • Effectively communicating insights to key stakeholders

Advanced Data Visualization with LangChain

  • Working with interactive data visualization libraries like Plotly and Dash
  • Integrating LangChain for real-time data visualization capabilities
  • Managing large-scale data visualization projects with LangChain

Wrap-Up and Future Directions

Requirements

  • Fundamental knowledge of data analysis methodologies
  • Proficiency in Python programming
  • Experience working with data visualization libraries such as Matplotlib or Seaborn

Target Audience

  • Data Analysts
  • Researchers

Number of participants


Price per participant

Open Training Courses require 5+ participants.

Upcoming Courses

LangChain for Data Analysis and Visualization

2026-11-19 09:30
14 hours
Riga, Old Town
3000 EUR (Online)
3400 EUR (Classroom)

LangChain for Data Analysis and Visualization

2026-12-03 09:30
14 hours
Riga, Old Town
3000 EUR (Online)
3400 EUR (Classroom)

LangChain for Data Analysis and Visualization

2026-12-17 09:30
14 hours
Riga, Old Town
3000 EUR (Online)
3400 EUR (Classroom)

LangChain for Data Analysis and Visualization

2026-12-31 09:30
14 hours
Riga, Old Town
3000 EUR (Online)
3400 EUR (Classroom)

LangChain for Data Analysis and Visualization

2027-01-14 09:30
14 hours
Riga, Old Town
3000 EUR (Online)
3400 EUR (Classroom)

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