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Certified Entry-Level Data Analyst with Python (PCED™) 2024

Build a strong foundation in data analytics with this PCED course. Designed for beginners, this Python certification training teaches you how to collect, store and transform raw data into meaningful insights. You’ll start by exploring different types of data, ethical considerations and the full data lifecycle. Then you’ll dive into Python fundamentals such as variables, data structures, functions and control flow. Learn to read and clean data files, handle missing values and calculate basic statistics with built‑in modules and NumPy. Throughout the training, you’ll work with real datasets and build hands‑on skills that prepare you for the Certified Entry‑Level Data Analyst with Python (PCED) exam. By the end, you’ll know how to tell a clear data story and feel confident using Python for data science and analysis.

58Skills
46h 28mTotal

Who This Course Is For

This PCED training is considered foundational-level Python training, which means it was designed for data analysts. This Python skills course is valuable for new IT professionals with at least a year of experience with programming language and experienced data analysts looking to validate their Python skills.

Skills Your Team Will Gain

  • [
  • 'Identify data types and explain how raw data is collected, stored and transformed into information',
  • 'Write Python code to define variables, manipulate strings, and work with lists, sets, dictionaries and loops',
  • 'Read and write plain text and CSV files, clean messy data and handle missing values or duplicates',
  • 'Calculate aggregates and descriptive statistics using built‑in Python functions and NumPy',
  • 'Perform simple exploratory data analysis—sort, filter, detect outliers and explore correlations',
  • 'Build clear charts and concise reports to communicate insights to different audiences'
  • ]

Course Curriculum

  • Premium skill.Basics of Jupyter Notebooks50m
  • Premium skill.Introduction to NumPy47m
  • Premium skill.Working with Multidimensional NumPy Arrays51m
  • Premium skill.NumPy Array Operations48m
  • Premium skill.Introduction to Fancy Indexing in NumPy55m
  • Premium skill.NumPy Array Broadcasting In-Depth53m
  • Premium skill.Basic Data Analysis with NumPy Arrays49m
  • Premium skill.Basics of Pandas Series47m
  • Premium skill.Basics of Pandas DataFrames46m
  • Premium skill.NumPy's Data Types In-Depth46m
  • Premium skill.Generating Random Numbers with NumPy and Pandas51m
  • Premium skill.Working with Datasets in Pandas46m
  • Premium skill.Dataset Cleaning in Pandas50m
  • Premium skill.The Basics of Pandas Dataset Grouping51m
  • Premium skill.Intermediate Dataset Grouping45m
  • Premium skill.Filtering Data in Pandas48m
  • Premium skill.Transforming Data in Pandas50m
  • Premium skill.Applying Functions in Pandas47m
  • Premium skill.Sorting Pandas Data Structures47m
  • Premium skill.Introduction to Web Scraping with BeautifulSoup50m
  • Premium skill.BeautifulSoup Types In-Depth47m
  • Premium skill.Finding Elements with BeautifulSoup53m
  • Premium skill.CSS Selectors For Web Scraping46m
  • Premium skill.CSS Combinators for Web-Scraping44m
  • Premium skill.CSS Pseudo-Classes for Web-Scraping45m
  • Premium skill.Introduction to XPath for Web-Scraping50m
  • Premium skill.Intermediate XPath Concepts48m
  • Premium skill.XPath Predicates Basics47m
  • Premium skill.Advanced XPath Predicates44m
  • Premium skill.Basics of Data Visualization with Matplotlib45m
  • Premium skill.Working with Scatterplots in Matplotlib45m
  • Premium skill.Working with Bar Charts in Matplotlib45m
  • Premium skill.Working with Pie Charts in Matplotlib44m
  • Premium skill.Statistical Visualization Basics with Matplotlib45m
  • Premium skill.Matplotlib Figures In-Depth49m
  • Premium skill.Adding Interactivity with Matplotlib Widgets49m
  • Premium skill.More Matplotlib Widgets47m
  • Premium skill.Introduction to Seaborn45m
  • Premium skill.Working with Seaborn's Relational Plots45m
  • Premium skill.Working with Seaborn's Categorical Plots46m
  • Premium skill.Machine Learning Algorithms: K-Nearest Neighbor45m
  • Premium skill.Machine Learning Algorithms: Linear Models48m
  • Premium skill.Machine Learning Algorithms: K-Means Clustering46m
  • Premium skill.Machine Learning Algorithms: Neural Networks46m
  • Machine Learning Algorithms: Classification TreesFree50m
  • Premium skill.Basics of Descriptive Statistics50m
  • Premium skill.Descriptive Statistics In-Depth49m
  • Premium skill.Correlation In Statistics48m
  • Premium skill.Inferential Statistics Fundamentals48m
  • Premium skill.Bootstrapping and Other Inferential Strategies52m
  • Premium skill.Introduction to SQL For Data Analysts48m
  • Premium skill.SQL Query Fundamentals53m
  • Premium skill.Managing Data in SQL Tables46m
  • Premium skill.Updating and Deleting Data in SQL54m
  • Premium skill.SQL Relationships and Joins56m
  • Premium skill.Aggregates and Grouping in SQL53m
  • Premium skill.SQL Subqueries45m
  • Premium skill.SQL Transactions and Rollbacks50m

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