About this Professional Certificate
Data science and machine learning skills continue to be in highest demand across industries, and the need for data practitioners is booming. Upon completing this Professional Certificate program, you will be armed with the skills and experience you need to start your career in data science and machine learning. Through hands-on assignments and high-quality instruction, you will build a portfolio using real data science tools and real-world problems and data sets. The curriculum will cover a wide range of data science topics including: open source tools and libraries, methodologies, Python, databases, SQL, data visualization, data analysis, and machine learning. There is no requirement for prior computer science or programming knowledge in order to take this program.
Anyone with some computer skills and a passion for self-learning can succeed as we begin small and build up to more complex problems and topics.
With the tremendous need for data science and data analyst professionals in the market today, this program will jumpstart your path in data science and prepare you with a portfolio of data science deliverables to give you the confidence to take the plunge and start your data science career.
What you'll learn
- Apply various Data Science and Machine Learning skills, techniques, and tools to complete a project and publish a report.
- Practice with various tools used by Data Scientists and become experienced in using some of them like Jupyter notebooks.
- Master the key steps involved in tackling a data science problem and learn to follow a methodology to think and work like a Data Scientist.
- Write SQL to query databases and explore relational database concepts.
- Understand Python and practice Python programming using Jupyter.
- Import and clean data sets, analyze data, build and evaluate data models and pipelines using Python.
- Utilize several data visualization tools, techniques and libraries in Python to present data visually.
- Understand and apply various supervised and unsupervised Machine Learning models and algorithms to address real world challenges using Python.
| From | IBM via edX |
|---|---|
| Hours | 242 |
| Instructors | Polong Lin, Romeo Kienzler, Svetlana Levitan, Maureen McElaney, Joseph Santarcangelo, Alex Aklson, Saishruthi Swaminathan, Sourav Mazumder, Linda Liu, Yan Luo, Rav Ahuja, SAEED AGHABOZORGI, Azim Hirjani |
| Language | English |
| Subjects | Business Programming Data Science |
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
AD, Data Science $47k
Associate Data Science Supervisor $55k
Science writer / data analyst $63k
Genomic Data Science Programmer $75k
Volunteer Director of Data Science $78k
Expert Data Science Supervisor $79k
Supervisor 1 Data Science Supervisor $91k
Guest Director of Data Science $101k
Data Science Architect $105k
Head of Data Science $131k
Assistant Director 1 of Data Science $133k
Owner Director of Data Science $149k
Courses in this Professional Certificate
Listed in the order in which they should be taken
| Starts | Course Information | |
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On Demand |
Please Note: Learners who successfully complete this IBM course can earn a skill badge — a detailed, verifiable and digital credential that profiles the knowledge and skills... edX | IBM |
Save
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On Demand |
Please Note: Learners who successfully complete this IBM course can earn a skill badge — a detailed, verifiable and digital credential that profiles the knowledge and skills... edX | IBM |
Save
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On Demand |
Visualizing Data with Python (You were viewing this course) Please Note: Learners who successfully complete this IBM course can earn a skill badge — a detailed, verifiable and digital credential that profiles the knowledge and skills... edX | IBM |
Save
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On Demand |
Please Note: Learners who successfully complete this IBM course can earn a skill badge — a detailed, verifiable and digital credential that profiles the knowledge and skills... edX | IBM |
Save
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Feb |
The art of uncovering the insights and trends in data has been around for centuries. The ancient Egyptians applied census data to increase efficiency in tax collection and they... edX | IBM |
Save
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On Demand |
Data Science and Machine Learning Capstone Project Please Note: Learners who successfully complete this IBM course can earn a skill badge — a detailed, verifiable and digital credential that profiles the knowledge and skills... edX | IBM |
Save
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On Demand |
Please Note: Learners who successfully complete this IBM course can earn a skill badge — a detailed, verifiable and digital credential that profiles the knowledge and skills... edX | IBM |
Save
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On Demand |
Python Basics for Data Science Please Note: Learners who successfully complete this IBM course can earn a skill badge —a detailed, verifiable and digital credential that profiles the knowledge and skills you’ve... edX | IBM |
Save
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On Demand |
Machine Learning with Python: A Practical Introduction Please Note: Learners who successfully complete this IBM course can earn a skill badge — a detailed, verifiable and digital credential that profiles the knowledge and skills... edX | IBM |
Save
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On Demand |
Python for Data Science Project Please Note: Learners who successfully complete this IBM course can earn a skill badge — a detailed, verifiable and digital credential that profiles the knowledge and skills... edX | IBM |
Save
|
&
| From | IBM via edX |
|---|---|
| Hours | 242 |
| Instructors | Polong Lin, Romeo Kienzler, Svetlana Levitan, Maureen McElaney, Joseph Santarcangelo, Alex Aklson, Saishruthi Swaminathan, Sourav Mazumder, Linda Liu, Yan Luo, Rav Ahuja, SAEED AGHABOZORGI, Azim Hirjani |
| Language | English |
| Subjects | Business Programming Data Science |
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
AD, Data Science $47k
Associate Data Science Supervisor $55k
Science writer / data analyst $63k
Genomic Data Science Programmer $75k
Volunteer Director of Data Science $78k
Expert Data Science Supervisor $79k
Supervisor 1 Data Science Supervisor $91k
Guest Director of Data Science $101k
Data Science Architect $105k
Head of Data Science $131k
Assistant Director 1 of Data Science $133k
Owner Director of Data Science $149k
Similar Courses
Sorted by relevance
