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Excel with Python

<p>

The Excel with Python certification focuses on Python&#39;s capability to interact with Excel spreadsheets. It is about obtaining proficiency in automating and manipulating Excel tasks with Python, such as reading, writing and modifying spreadsheets, making calculations, drawing graphs, and conducting <a href="statistical-analysis-certification-training-courses">statistical analysis</a>. This certification is valuable in industries like finance, data analysis and business intelligence where spreadsheet manipulation is frequent. It also promotes efficiency, accuracy, and enables large-scale <a href="data-processing-certification-training-courses">data processing</a>. The certification serves as an acknowledgement of the person&#39;s skill in combining these two powerful tools, making them more valuable and effective in their respective roles.</p>

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Course Overview

The Excel with Python course by Python Institute is designed for aspiring data professionals seeking to master the integration of Python programming with Excel for advanced data analysis and automation. This training prepares candidates for the PCED – Certified Entry-Level Data Analyst with Python (PCED-30-02) certification exam, a credential that validates foundational skills in data handling using Python. It is ideal for entry-level data analysts, financial analysts, and business automation engineers aiming to streamline repetitive spreadsheet tasks. With 31.2% of data analyst roles now requiring Python proficiency, according to a 2024 job market analysis, this skill set is increasingly essential across finance, e-commerce, and consulting sectors.

Students engage with core technologies including Python’s pandas library, openpyxl, NumPy, CSV/Excel file handling, and data transformation techniques within hands-on lab environments. The course emphasizes practical application through real-world projects such as building automated sales dashboards, reconciling inventory reports, and generating financial summaries directly from raw datasets. Using tools like pandas for data manipulation and openpyxl for formatting and styling Excel files, learners configure dynamic workflows that import, clean, analyze, and export data programmatically. A key project involves creating a KPI reporting tool that pulls live data, performs aggregations, and outputs formatted Excel reports with embedded charts—mirroring actual industry use cases.

This course prepares students for the globally recognized PCED certification, which demonstrates competency in data analysis using Python and is a stepping stone to the PCAD™ and PCPD™ credentials. Certified professionals report competitive career outcomes, with entry-level data analysts earning between $45,000 and $62,000 annually, rising significantly with experience. Koenig Solutions enhances learning with Guaranteed-to-Run batches and official courseware, ensuring structured, instructor-led training that aligns precisely with exam objectives. Upon completion, graduates are equipped to automate complex Excel workflows, reduce manual reporting time, and advance into roles such as data analyst, financial analyst, or automation specialist in high-demand industries.

What You'll Learn

Automate data analysis tasks in Excel using openpyxl and pandas to execute complex workflows and reduce processing time.
Parse and write Excel files using the pandas library to normalize data structures within Excel workflows.
Render compelling data visualizations using Matplotlib and Seaborn to communicate analytical insights directly from Excel datasets.
Integrate Python with Excel via xlwings to automate spreadsheet operations and ensure data integrity.
Clean and transform datasets using pandas and NumPy to standardize data quality for Excel-based projects.
Build interactive dashboards in Excel using Python to render dynamic data presentations and facilitate data-driven decision-making.

Skills You'll Gain

Pandas 2.0 DataFrames Openpyxl 3.1 Workbook Manipulation Excel File I/O Data Cleaning with Pandas Automated Report Generation Excel Pivot Table Integration CSV Data Processing Advanced Scripting Data Visualization Excel Automation Pandas Data Analysis XlsxWriter Integration Data Transformation Formula Automation Large Dataset Handling Python-Excel Interoperability

Prerequisites

Recommended knowledge before taking this course
  • Proficiency with VLOOKUP, PivotTables, and Named Ranges is required to effectively apply Python automation to Excel workflows.
  • Foundational knowledge of Python syntax, including data types and variables, is required to begin this course.
  • Recommended: Prior exposure to data manipulation libraries like pandas will accelerate your learning of Excel data analysis.
  • Recommended: Familiarity with the basics of reading and writing Excel files using Python libraries such as openpyxl.
  • Ability to configure and manage Python environments, including the use of Jupyter Notebooks or VS Code, is required for course exercises.
  • Working knowledge of Python development environments and local package management via Anaconda supports efficient Excel automation.
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Certification Exam

Everything you need to know about the Excel with Python certification exam

Exam Details
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Multiple choice, labs & case studies
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What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Career Outcomes

78%

of Excel with Python certified professionals report career advancement within 6 months

Salary Impact

+22%

Average salary increase reported after obtaining the Excel with Python certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • Data Analyst
  • Python Automation Specialist
  • Financial Analyst
  • Business Intelligence Analyst
  • Excel Automation Engineer
  • Data Automation Developer

Companies Hiring

5,000+
Microsoft Google Amazon Accenture Deloitte JPMorgan Chase IBM Capgemini TCS Infosys

and 5,000+ organizations worldwide seeking Excel with Python certified professionals

Real Transformations

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  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

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  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

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    Business Intelligence Lead

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  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

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  • ★★★★★

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  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

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    AI Engineer

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  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
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