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Certified Entry-Level Data Analyst with Python (PCED)

The Certified Entry-Level Data Analyst with Python (PCED) by Python Institute equips beginners, career changers, and aspiring data analysts with foundational skills to collect, clean, analyze, and report data using Python. It solves the entry barrier for roles like junior data analyst and reporting coordinator—positions that collectively show over 40,000 annual job postings in the U.S. alone—by teaching practical, employer-demanded skills in data ethics, basic analytics, and Python-based data handling.

This course prepares learners for the PCED certification exam, featuring 40 questions and a 75% passing score. Koenig Solutions delivers official vendor-authorized courseware and 30-day lab access, ensuring hands-on mastery. Graduates gain a globally recognized credential that serves as the first step toward advanced data roles and higher salaries in data-driven industries.

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Course Overview

The Certified Entry-Level Data Analyst with Python (PCED) by Python Institute is designed for individuals beginning their journey into data analytics and programming, preparing them for the PCED-30-01 certification exam. This course equips learners with foundational skills in data collection, cleaning, transformation, and analysis using Python’s core capabilities. It serves aspiring professionals targeting roles such as junior data analyst, research assistant, or reporting coordinator—positions that require practical knowledge of data handling and basic statistical operations. With Python being one of the most widely used languages in data analysis, demand for these skills spans industries including business, healthcare, education, and government, where organizations increasingly rely on data-driven decision-making.

Students engage with essential Python modules and tools including csv, math, statistics, datetime, collections, and NumPy to perform real-world data tasks. The hands-on lab component emphasizes practical experience, guiding learners through scenarios such as reading and writing CSV files, detecting and removing duplicates, handling missing values, normalizing data formats, and conducting basic exploratory data analysis (EDA). Using a standard Python development environment, students build functional scripts that clean datasets, calculate descriptive statistics, identify trends, and generate simple visualizations like bar and line charts. A key project involves analyzing a real-world dataset to produce a structured report summarizing insights derived from filtering, aggregation, and correlation checks.

This training prepares candidates for the PCED™ – Certified Entry-Level Data Analyst with Python certification, a recognized credential that validates foundational competence in data analytics and supports progression to advanced certifications like PCAD™. According to Glassdoor and Salary.com, entry-level data analysts in the U.S. earn between $50,000 and $70,000 annually, with certified professionals seeing up to a 16.6% salary increase. Koenig Solutions enhances learning outcomes with Guaranteed-to-Run batches, official courseware, and expert-led instruction, ensuring mastery of both technical and ethical aspects of data work. Earning the PCED certification establishes a strong foundation for a career in data science, opening pathways to higher-level roles in analytics and informed decision-making across sectors.

What You'll Learn

Categorize complex data types and execute arithmetic operations to ensure precise data handling and processing.
Integrate standard Python libraries and packages to automate data workflows and optimize project efficiency.
Sanitize and normalize raw data using Pandas DataFrames to ensure high-quality datasets for reliable modeling.
Vectorize analytical computations with NumPy arrays to support robust and scalable data processing.
Execute exploratory data analysis to uncover patterns and trends within structured datasets.
Visualize findings and generate reports using Matplotlib and Seaborn to communicate actionable insights for stakeholders.

Skills You'll Gain

Python Data Analysis Python Basics Data Pre-Processing Data Acquisition Statistical Analysis Python Institute PCED Python Institute Certification Python Institute Data Analytics Python Institute EDA Python Institute Data Visualization Pandas DataFrames NumPy Arrays Matplotlib Plots Seaborn Visualizations CSV Data Handling JSON Data Parsing SQL Querying

Prerequisites

Recommended knowledge before taking this course
  • PCEP™ certification or equivalent knowledge of Python programming fundamentals is recommended for the Certified Entry-Level Data Analyst with Python (PCED) course by Python Institute
  • A solid understanding of basic mathematics and statistics concepts enhances your learning experience
  • Familiarity with core Python data structures such as lists, tuples, dictionaries, and sets is essential
  • Basic experience with Python control flow, including if-else statements, loops, and functions, will help you grasp course material quickly
  • A working knowledge of data types and data type conversions in Python is beneficial
  • Exposure to fundamental data analysis concepts like data cleaning, filtering, and summarization prepares you for this certification course
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Certification Exam

Everything you need to know about the PCED-30-01 certification exam

Exam Details
Exam Name
PCED-30-01
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Candidates must wait 7 days before retaking the Python Institute PCED exam. Unlimited retakes are permitted, though each attempt requires a new purchased voucher.
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Certified Entry-Level Data Analyst with Python (PCED)

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Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Mastering Data Analysis Fundamentals with Python Institute
Classify diverse data types accurately Identify reliable data collection sources Map the end-to-end data lifecycle Apply core data management principles Define the Certified Entry-Level Data Analyst scope Implement ethical data privacy standards Distinguish data science from analytics Execute legal data usage protocols
2
Day 2– Python Programming for Data Analysis Success
Master Python variables and types Develop efficient conditional logic statements Build robust loops and iterations Construct modular and reusable functions Manage code exceptions and errors Format strings for data output Import essential Python data modules Manage packages for PCED projects
3
Day 3– Professional Data Cleaning and Preparation Techniques
Process CSV files using Python Load datasets for analysis tasks Sanitize missing and invalid values Validate data integrity and quality Transform complex data file formats Filter and sort large datasets Merge tables for unified analysis Normalize structures for optimal performance
4
Day 4– Advanced Data Analysis with Python Institute Tools
Utilize lists, tuples, and dictionaries Execute NumPy array-based operations Perform complex data aggregations Calculate precise descriptive statistics Conduct exploratory data analysis (EDA) Summarize datasets using grouping logic Analyze correlations and data distributions Interpret patterns for business decisions
5
Day 5– Data Storytelling and Professional Reporting Skills
Design impactful data visualizations Interpret complex charts and graphs Apply Certified Entry-Level Data Analyst storytelling Draft professional analytical reports Present actionable insights effectively Structure findings for maximum clarity Tailor communications to specific audiences Master visual-verbal presentation techniques

What's Included in Your Training

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

Career Outcomes

78%

of PCED-30-01 certified professionals report career advancement within 6 months

Salary Impact

+16%

Average salary increase reported after obtaining the PCED-30-01 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
  • Junior Data Analyst
  • Business Intelligence Analyst
  • Reporting Analyst
  • Data Operations Associate
  • Python Programming Associate
  • Research Data Assistant

Companies Hiring

5,000+
Google Amazon Deloitte Accenture JPMorgan Chase Wipro Capgemini UnitedHealth Group Salesforce IBM

and 5,000+ organizations worldwide seeking PCED-30-01 certified professionals

Real Transformations

Course Student Reviews

Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.

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    Business Intelligence Lead

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    “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
  • ★★★★★

    “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
  • ★★★★★

    “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

Frequently Asked Questions

Everything you need to know about the PCED-30-01 training course

Is the Certified Entry-Level Data Analyst with Python (PCED) exam included in Koenig training, and what is the cost?
The Python Institute PCED exam is not included in your Koenig course fee and requires a separate purchase. Official exam vouchers cost $69 USD, with an $86 USD retake option. Vouchers remain valid for 12 months via OpenEDG Testing Service – TestNow™.
What training formats does Koenig provide for the PCED certification, and is scheduling guaranteed?
Koenig delivers live, instructor-led training for the Certified Entry-Level Data Analyst with Python (PCED) course. We offer one-on-one or group sessions with Guaranteed-to-Run scheduling, ensuring your training proceeds as planned. Classroom options vary by location; self-paced study is currently unavailable.
How long is lab access provided for the Certified Entry-Level Data Analyst with Python (PCED) course?
Koenig grants lab access throughout your PCED training plus 30 days post-completion. You will use a cloud-based sandbox environment featuring pre-configured Python analytics tools. This setup ensures hands-on practice with real datasets and Jupyter notebooks for maximum skill retention.
What is the rescheduling and cancellation policy for the Certified Entry-Level Data Analyst with Python (PCED) course?
Koenig offers free rescheduling for the PCED course with 7 days' notice. Cancellations made 7+ days early receive full refunds; cancellations within 7 days incur a 15% fee. Emergency rescheduling is reviewed case-by-case with provided documentation.
What is the format, question count, and passing score for the PCED certification exam?
The Python Institute PCED exam features 40 questions, including scenario-based and code-insertion tasks, to be finished in 60 minutes. You need a 75% score to pass. The exam is available in English or Spanish via OpenEDG Testing Service – TestNow™.
How long is the Certified Entry-Level Data Analyst with Python (PCED) certification valid, and how do I renew?
Your PCED certification remains valid for 7 years per Python Institute standards. There are no ongoing renewal fees or mandatory continuing education credits. To maintain certification after expiration, you must simply retake the current version of the exam.
What post-training support does Koenig offer after the Certified Entry-Level Data Analyst with Python (PCED) course?
Koenig provides 90 days of post-training support, including mentor access, recorded sessions, and community forums. We offer expert guidance on exam registration and strategic retake planning to ensure you successfully earn your Python Institute PCED credential.
What are the recommended prerequisites for the Certified Entry-Level Data Analyst with Python (PCED) certification?
While there are no formal prerequisites, the Python Institute recommends PCEP™-level knowledge. A solid foundation in statistics and mathematics is highly beneficial. Familiarity with core Python programming and basic data analysis concepts is essential for exam success.
What is the typical salary impact for professionals holding the Certified Entry-Level Data Analyst with Python (PCED) credential?
Professionals with the PCED certification earn entry-level data analyst salaries averaging $55,000–$70,000 annually in the U.S. This credential validates your readiness for roles like Data Analyst, Junior Data Scientist, and Business Analyst within modern, data-driven organizations.
How does Koenig's PCED training compare to self-study for exam success rates?
Koenig’s structured PCED training achieves a 92% first-time pass rate, significantly outperforming the 65% industry average for self-study. Our expert-led instruction, guided labs, and exam-focused practice ensure you gain the confidence and technical proficiency required to pass.
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