IBM
IBM Data Analyst Professional Certificate
IBM

IBM Data Analyst Professional Certificate

Unlock your potential in data analytics. Build job-ready skills for an in-demand career as a data analyst. No degree or prior experience required.

Rav Ahuja
Sandip Saha Joy
Steve Ryan

Instructors: Rav Ahuja

134,605 already enrolled

Professional Certificate - 9 course series

Earn a career credential that demonstrates your expertise

4.7

(13,355 reviews)

Beginner level

Recommended experience

4 months at 10 hours a week
Flexible schedule
Learn at your own pace
Earn degree credit

What you'll learn

  • Demonstrate proficiency in using spreadsheets and utilizing Excel to perform a variety of data analysis tasks like data wrangling and data mining

  • Create various charts and plots in Excel & work with IBM Cognos Analytics to build dashboards. Visualize data using Python libraries like Matplotlib

  • Develop working knowledge of Python language for analyzing data using Python libraries like Pandas and Numpy, and invoke APIs and Web Services

  • Describe data ecosystem and Compose queries to access data in cloud databases using SQL and Python from Jupyter notebooks

Skills you'll gain

  • Category: Microsoft Excel
  • Category: Python Programming
  • Category: Data Analysis
  • Category: Data Visualization (DataViz)
  • Category: SQL

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Subtitles: English, Arabic,

Professional Certificate - 9 course series

Earn a career credential that demonstrates your expertise

4.7

(13,355 reviews)

Beginner level

Recommended experience

4 months at 10 hours a week
Flexible schedule
Learn at your own pace
Earn degree credit

See how employees at top companies are mastering in-demand skills

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Prepare for a career in Data Analytics

  • Receive professional-level training from IBM
  • Demonstrate your proficiency in portfolio-ready projects
  • Earn an employer-recognized certificate from IBM
  • Qualify for in-demand job titles: Data Analyst, Associate Data Analyst, Business Analyst
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$81,000+
median U.S. salary for Data Analytics
¹
107,000+
U.S. job openings in Data Analytics
¹

Get exclusive access to career resources upon completion

  • Soft skills training

    Get free access to IBM’s People and Soft Skills Specialization

  • Resume review

    Improve your resume and LinkedIn with personalized feedback

  • Interview prep

    Practice your skills with interactive tools and mock interviews

  • Career support

    Plan your career move with Coursera’s job search guide

¹Lightcast™ Job Postings Report, United States, 1/1/22-12/31/22. ²Based on program graduate survey responses, United States 2021.

Professional Certificate - 9 course series

Introduction to Data Analytics

Course 110 hours4.8 (11,481 ratings)

What you'll learn

  • Explain what Data Analytics is and the key steps in the Data Analytics process

  • Differentiate between different data roles such as Data Engineer, Data Analyst, Data Scientist, Business Analyst, and Business Intelligence Analyst

  • Describe the different types of data structures, file formats, and sources of data

  • Describe the data analysis process involving collecting, wrangling, mining, and visualizing data

Skills you'll gain

Category: Data Science
Category: Spreadsheet
Category: Microsoft Excel
Category: Data Analysis
Category: Data Visualization (DataViz)

Excel Basics for Data Analysis

Course 213 hours4.8 (5,667 ratings)

What you'll learn

  • Gain working knowledge of Excel for Data Analysis

  • Perform basic spreadsheet tasks including navigation, data entry, and using formulas.

  • Employ data quality techniques to import and clean data in Excel.

  • Analyze data in spreadsheets by using filtering, sorting, look-up functions, and pivot tables.

Skills you'll gain

Category: Data Science
Category: Spreadsheet
Category: Microsoft Excel
Category: Data Analysis
Category: Pivot Table

Data Visualization and Dashboards with Excel and Cognos

Course 310 hours4.7 (2,716 ratings)

What you'll learn

  • Create basic graphs such as line, bar, and pie charts using Excel spreadsheets.

  • Explain the important role charts play in telling a data-driven story. 

  • Construct advanced charts and visualizations such as Treemaps, Sparklines, Histogram, Scatter Plots, and Filled Map Charts.

  • Build and share interactive dashboards using Excel and Cognos Analytics.

Skills you'll gain

Category: Microsoft Excel
Category: Data Analysis
Category: Data Visualization (DataViz)
Category: IBM Cognos Analytics
Category: Dashboard

Python for Data Science, AI & Development

Course 422 hours4.6 (31,847 ratings)

What you'll learn

  • Describe Python Basics including Data Types, Expressions, Variables, and Data Structures.

  • Apply Python programming logic using Branching, Loops, Functions, Objects & Classes.

  • Demonstrate proficiency in using Python libraries such as Pandas, Numpy, and Beautiful Soup.

  • Access web data using APIs and web scraping from Python in Jupyter Notebooks.

Skills you'll gain

Category: Data Science
Category: Python Programming
Category: Data Analysis
Category: Pandas
Category: Numpy

Python Project for Data Science

Course 58 hours4.5 (3,179 ratings)

What you'll learn

  • Play the role of a Data Scientist / Data Analyst working on a real project.

  • Demonstrate your Skills in Python - the language of choice for Data Science and Data Analysis.

  • Apply Python fundamentals, Python data structures, and working with data in Python.

  • Build a dashboard using Python and libraries like Pandas, Beautiful Soup and Plotly using Jupyter notebook.

Skills you'll gain

Category: Data Science
Category: Python Programming
Category: Data Analysis
Category: Pandas
Category: Jupyter notebooks

Databases and SQL for Data Science with Python

Course 639 hours4.6 (17,629 ratings)

What you'll learn

  • Analyze data within a database using SQL and Python.

  • Create a relational database on Cloud and work with tables.

  • Write SQL statements including SELECT, INSERT, UPDATE, and DELETE.

  • Build more powerful queries with advanced SQL techniques like views, transactions, stored procedures and joins.

Skills you'll gain

Category: Cloud Databases
Category: Python Programming
Category: Jupyter notebooks
Category: Relational Database Management System (RDBMS)
Category: SQL

Data Analysis with Python

Course 714 hours4.7 (16,654 ratings)

What you'll learn

  • Develop Python code for cleaning and preparing data for analysis - including handling missing values, formatting, normalizing, and binning data

  • Perform exploratory data analysis and apply analytical techniques to real-word datasets using libraries such as Pandas, Numpy and Scipy

  • Manipulate data using dataframes, summarize data, understand data distribution, perform correlation and create data pipelines

  • Build and evaluate regression models using machine learning scikit-learn library and use them for prediction and decision making

Skills you'll gain

Category: Predictive Modelling
Category: Python Programming
Category: Data Analysis
Category: Data Visualization (DataViz)
Category: Model Selection

Data Visualization with Python

Course 817 hours4.5 (10,918 ratings)

What you'll learn

  • Implement data visualization techniques and plots using Python libraries, such as Matplotlib, Seaborn, and Folium to tell a stimulating story

  • Create different types of charts and plots such as line, area, histograms, bar, pie, box, scatter, and bubble

  • Create advanced visualizations such as waffle charts, word clouds, regression plots, maps with markers, & choropleth maps

  • Generate interactive dashboards containing scatter, line, bar, bubble, pie, and sunburst charts using the Dash framework and Plotly library

Skills you'll gain

Category: Dashboards and Charts
Category: dash
Category: Python Programming
Category: Matplotlib
Category: Data Visualization (DataViz)

IBM Data Analyst Capstone Project

Course 920 hours4.6 (835 ratings)

What you'll learn

  • Apply different techniques to collect and wrangle data

  • Showcase your Data Analysis and Visualization skills

  • Create a data analysis report and a compelling presentation

  • Demonstrate proficiency with various Python Libraries

Skills you'll gain

Category: Python Programming
Category: Data Analysis
Category: SQL and RDBMS
Category: Data Visualization (DataViz)
Category: Dashboard

Instructors

Rav Ahuja
IBM
39 Courses1,673,968 learners
Sandip Saha Joy
IBM
5 Courses242,518 learners
Steve Ryan
IBM
5 Courses235,395 learners

Offered by

IBM
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