Data Science Fundamentals with Python and SQL Specialization

Data science is one of the hottest professions of the decade, and the demand for data scientists who can analyze data and communicate results to inform data driven decisions has never been greater. This Specialization from IBM will help anyone interested in pursuing a career in data science by teaching them fundamental skills to get started in this in-demand field.
The specialization consists of 4 self-paced online courses that will provide you with the foundational skills required for Data Science, including open source tools and libraries, Python, Statistical Analysis, SQL, and relational databases. You’ll learn these data science pre-requisites through hands-on practice using real data science tools and real-world data sets.
Upon successfully completing these courses, you will have the practical knowledge and experience to delve deeper in Data Science and work on more advanced Data Science projects.
No prior knowledge of computer science or programming languages required.
WHAT YOU WILL LEARN

  • Working knowledge of Data Science Tools such as Jupyter Notebooks, R Studio, GitHub, Watson Studio
  • Python programming basics including data structures, logic, working with files, invoking APIs, and libraries such as Pandas and Numpy
  • Statistical Analysis techniques including Descriptive Statistics, Data Visualization, Probability Distribution, Hypothesis Testing and Regression
  • Relational Database fundamentals including SQL query language, Select statements, sorting & filtering, database functions, accessing multiple tables
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Python for Data Science, AI & Development (Coursera) Coursera
IBM

Python for Data Science, AI & Development (Coursera)

Embark on a journey into the world of programming with our beginner-friendly Python course. This course is tailored for those new to coding and aims to equip you with the foundational knowledge needed for data science, AI, and software development. Dive deep into Python's capabilities and start your path towards becoming a proficient coder.

Jun 9th 2026
5-12 Weeks
Databases and SQL for Data Science with Python(Coursera) Coursera
IBM

Databases and SQL for Data Science with Python(Coursera)

Embark on a journey into the world of databases and SQL with our expert-led course tailored for budding data scientists. Dive deep into understanding relational databases and mastering the SQL language to unlock powerful data extraction and manipulation capabilities within a data science environment. Start your path to becoming a proficient data analyst today!

Jun 8th 2026
4 Weeks
Statistics for Data Science with Python (Coursera) Coursera
IBM

Statistics for Data Science with Python (Coursera)

Dive into the world of data analysis with our 'Statistics for Data Science with Python' course. Gain a solid understanding of statistical methods and their application in real-world scenarios. This hands-on course will teach you how to gather, summarize, visualize, and analyze data using Python and Jupyter Notebooks, essential skills for any aspiring data scientist.

Jun 8th 2026
5-12 Weeks
Python Project for Data Science (Coursera) Coursera
IBM

Python Project for Data Science (Coursera)

Embark on an exciting journey into the world of data science with 'Python Project for Data Science' on Coursera. This comprehensive course is tailored for beginners and intermediate learners aiming to develop a strong foundation in Python programming for handling and analyzing data. By completing this project-based learning experience, you'll construct a simple yet effective dashboard using Python, gaining practical skills that are crucial in the field of data science.

Jun 4th 2026
1 Week
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