IBM Certified Data Science Expert
in Accredited Courses & CertificationsWhat you will learn?
What is Data Science
Tools for Data Science
Data Science Methodology
Python for Data Science
Databases and SQL for Data Science
Data Visualization with Python
Data Analysis with Python
Machine Learning with Python
Applied Data Science Capstone
About this course
- Course Outline
- What is Data Science
Data science is the field of study that combines domain expertise, programming skills, and knowledge of mathematics and statistics to extract meaningful insights from data.
- Tools for Data Science
Python
R
Tableau
- Data Science Methodology
This includes problem definition, collecting and analyzing data, building relevant models and understanding model deployment results.
- Python for Data Science
Learn Scientific libraries in Python – NumPy, sklearn, Matplotlib and Pandas. Effective Data Visualization
- Databases and SQL for Data Science
To introduce relational database concepts and help you learn and apply foundational knowledge of the SQL language.
- Data Visualization with Python
Data visualization is the discipline of trying to understand data by placing it in a visual context so that patterns, trends, and correlations that might not otherwise be detected can be exposed.
- Data Analysis with Python
Data Analysis is the technique to collect, transform, and organize data to make future predictions, and make informed data-driven decisions.
- Machine Learning with Python
Machine learning is a subfield of artificial intelligence, which is broadly defined as the capability of a machine to imitate intelligent human behaviour
- Applied Data Science Capstone
- Assignments for assessment
- Internship
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