IBM Data Science: Best Microdegree Programs from Coursera

What is Data Science IBM?

Data science is the process of using algorithms, methods and systems to extract knowledge and insights from structured and unstructured data. It applies advanced analytics and machine learning (ML) to help users predict and optimize business outcomes.

IBM data science solutions empower your business with the latest advances in AI, machine learning and automation to support the full data science lifecycle — from preparing and exploring data to building, deploying, managing and monitoring models. Use IBM data science software on IBM Cloud Pak® for Data, a containerized data and AI platform, to build and run models anywhere — on any cloud and on premises.

How can you start learning data science?

Here is how can you start with the data science starter kit and even from dataschool.io:

  1. Figure out what you need to learn.
  2. Get comfortable with Python.
  3. Learn data analysis, manipulation, and visualization with pandas.
  4. Learn machine learning with scikit-learn.
  5. Understand machine learning in more depth.
  6. Keep learning and practicing.

Can you become a data scientist in 6 months?

According to analyticsindiamag.com, when you are 9-5 full time working professional, you cannot afford to waste your time on courses that just claims — “become a data scientist in 6 months.” Talking about courses, you can either go to an institute and enrol in a data science course or you can take up an online course organized by professional organizations like IBM or Google.
So, when you complete the course you will get the certification and a badge (from IBM).
 

Can you get a job with a data science certificate?

Let’s get one thing clear up front: you do not need any kind of data science certificate to get a job in data science. You should choose your learning platform based on the skills it teaches, not the certificate it issues, because recruiters just don’t care much about any data science certification.
 

Are IBM badges worth it?

IBM’s human resources department found a correlation between badges and engagement. Employees who earn digital badges show higher engagement scores than employees who do not. Among IBM badge recipients, 87% said they are more engaged because of the digital badge program.

Best Microdegree programs: Specializations and Professional Certificates

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$39.00
  • Coursera
  • IBM
  • Professional Certificate
  • Self-paced
  • Intermediate
  • 3+ Months
  • Paid Course (Paid certificate)
  • English
  • Python
  • Jupyter Notebook Watson Studio
  • Basic Scripting in Python Fundamentals of calculus Linear Algebra Probability Basics Statistics Basics
  • Artificial intelligence Data Analysis Data Science Data Science with 'Python' Deep learning Machine learning Regression Analysis Reinforcement learning SQL for Data Science
The score is based on the quality of the course content & user experience as rated by the learners
Learning Experience
9.3
Content Rating
9
PROS:
  • Well-structured course and easy-to-understand lectures
  • Lots of Labs to get a hands-on practice
  • Good examples to cover the major topics
CONS:
  • Required in detailed explanation on hypothesis testing
  • Need to elaborate concepts
  • Required couple of Labs for DBSCAN and Mean-Shift
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$39.00
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  • Coursera
  • IBM
  • Microdegree
  • Self-paced
  • Intermediate
  • 1-3 Months
  • Paid Course (Paid certificate)
  • English
  • Python
  • Basic Scripting in Python Fundamentals of calculus Linear Algebra Probability Basics Statistics Basics
  • Artificial intelligence Data Analysis Feature Engineering Machine learning Practical Statistics Regression Analysis SQL for Data Science
The score is based on the quality of the course content & user experience as rated by the learners.
Learning Experience
9.5
Content Rating
9
PROS:
  • Well-structured course with easy-to-understand
  • Thorough walkthrough to the code
  • Detailed explanation on each and every aspect of the classification
  • Lots of Labs to get a hands-on practice
CONS:
  • Need more material and direction for assignments
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$39.00
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  • Coursera
  • IBM
  • Microdegree
  • Self-paced
  • Beginner
  • 3+ Months
  • Paid Course (Paid certificate)
  • English
  • Python
  • None Pre-requisite
  • Cloud Databases Data Science Data Science with 'Python' SQL for Data Science
The score is based on the quality of the course content & user experience as rated by the learners
Learning Experience
9.2
Content Rating
9.1
PROS:
  • Perfect introduction to data science
  • Gives you a good idea and overview of different tools
  • Step-by-step guide of how to create a data science project
  • The entire program is well structured and has good hands-on assignments.
CONS:
  • Videos need to be updated for changes to Watson Studios
  • Support from IBM on their cloud services should also be improved.
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$39.00
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Best deal at: Coursera
  • Coursera
  • IBM
  • Professional Certificate
  • Self-paced
  • Beginner
  • 3+ Months
  • Paid Course (Paid certificate)
  • English
  • Python R Scala
  • Git Jupyter Notebook RStudio Watson Studio
  • None Pre-requisite
  • Artificial intelligence Cloud Databases Data Analysis Data Science Data Science with 'Python' Data Visualization Machine learning Predictive Modelling SQL for Data Science
The score is based on the quality of the course content & user experience as rated by the learners.
Learning Experience
9.2
Content Rating
9.1
PROS:
  • The course module has been designed especially for beginners to understand the basics of Data Science.
  • Hands-on projects will help you to clear your technical concepts.
  • Course provides detail and clear information about Pandas, Numpy, statistical and data analysis.
CONS:
  • Users expect more exercise involving the tools of data science methodology.
  • Should have prior knowledge of calculus and linear algebra.
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$39.00
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Best deal at: Coursera
  • Coursera
  • IBM
  • Professional Certificate
  • Self-paced
  • Beginner
  • 1+ Years
  • Paid Course (Paid certificate)
  • English
  • Jupyter Notebook Micorsoft Excel
  • Python
  • Basic Computer Literacy High School Level Maths Up-to-date browser required for programming
  • Artificial intelligence Cognos Analytics Data Analysis Data Science with 'Python' Data Visualization Microsoft Excel Spreadsheet SQL
The score is based on the quality of the course content & user experience as rated by the learners.
Learning Experience
9.4
Content Rating
9.5
PROS:
  • Great Introductory course to start your career in Data analytics
  • Good overview of how Python can be used for data science
  • Syllabus of the course takes you in a roller-coaster ride from basic level to advance level
CONS:
  • More exercises related to Pandas and Numpy would be good for practice
  • The course needs to be updated with the latest UI of IBM Watson
  • Final assignment on Cognos Analytics is difficult
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$49.00
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  • Coursera
  • IBM
  • Professional Certificate
  • Self-paced
  • Beginner
  • 3+ Months
  • Free Trial (Paid Course & Certificate)
  • English
  • Artificial intelligence Building AI Chatbots Data Science with 'Python' Machine learning Natural language processing
The score is based on the quality of the course content & user experience as rated by the learners
Learning Experience
9.0
Content Rating
9.2
PROS:
  • The course module has been designed especially for beginners to understand the basics of AI.
  • The course on building AI-powered chatbots seems to be very informative, logically laid out, and well presented, as it is a great platform to learn AI-powered Chatbots without programming with Watson Assistant.
  • Excellent course for understanding the basics of python and introduction to Pandas and Numpy.
  • Useful information on an introduction to computer vision modeling, OpenCV, and its related projects.
CONS:
  • Users expect more exercise involving the tools of Watson.
  • Building an AI power chatbot course should be updated to reflect the latest changes in the Watson Conversation interface.
  • In the python for data science & AI course, the instructions for IBM Watson and how to set up the assignments are outdated.
  • The final assignment seems to be much harder.
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$79.00
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8.6/10

IBM AI Workflow Enterprise

  • Coursera
  • IBM
  • Microdegree
  • Self-paced
  • Advanced
  • 3+ Months
  • Paid Course (Paid certificate)
  • English
  • Python
  • Watson Studio
  • Linear Algebra Machine Learning Basics Probability Basics Python for Data Science Statistics Basics
  • Apache Spark Training Apache System Artificial intelligence Data Science Data Science with 'Python' Deep learning IBM Watson Studio Machine learning Natural language processing
This score is based on the user experience as rated by the learners
Learning Experience
8.6
PROS:
  • Very well structured course to understand whole AI workflow
  • Labs for Hands-on session are useful
  • Case studies are challenging and informative
CONS:
  • Content could be more in-depth as an 'advance' course
  • More practicality and assignment should be helpful
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$39.00
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Best deal at: Coursera
  • Coursera
  • IBM
  • Microdegree
  • Self-paced
  • Beginner
  • 1-3 Months
  • Paid Course (Paid certificate)
  • English
  • None Pre-requisite
  • Application Programming Interfaces (API) Artificial intelligence Building AI Chatbots Data Science Deep learning IBM Watson Studio Natural language processing
The score is based on the quality of the course content & user experience as rated by the learners.
Learning Experience
9.3
Content Rating
9.5
PROS:
  • Excellent program for beginners
  • Get familiar and know more about Watson services
  • Informative content throughout, logically laid out and well presented
CONS:
  • Need more detailed view of IBM Cloud platform
  • Need more exercises on tools of IBM Watson
  • Course content needs to be updated to the latest changes
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$39.00
Buy Now
Best deal at: Coursera
  • Coursera
  • IBM
  • Microdegree
  • Self-paced
  • Beginner
  • 1-3 Months
  • Paid Course (Paid certificate)
  • English
  • Watson Studio
  • None Pre-requisite
  • Artificial intelligence Business AI Data Architecture Data Science Deep learning IBM Watson Studio Leadership Machine learning
The score is based on the quality of the course content & user experience as rated by the learners
Learning Experience
9.4
Content Rating
9.6
PROS:
  • Great way to start your way in the AI world
  • Practicle understanding to deploy AI in business enterprises
  • Fascinating introduction to IBM Watson
CONS:
  • Some of the videos are monotonous
  • Courses are much introductiory
Added to wishlistRemoved from wishlist 1
Add to compare
$49.00
Buy Now
Best deal at: Coursera
  • Coursera
  • IBM
  • Professional Certificate
  • Self-paced
  • Intermediate
  • 3+ Months
  • Paid Course (Paid certificate)
  • English
  • Python
  • Basic Scripting in Python High School Level Maths
  • Apache Spark Training Artificial intelligence Data Engineering Data Science Data Science with 'Python' Deep learning Keras Machine learning Pytorch TensorFlow
The score is based on the quality of the course content & user experience as rated by the learners.
Learning Experience
8.8
Content Rating
8.8
PROS:
  • Useful information on an introduction to Deep Learning and Neural Networks with Keras.
  • Demonstration of an understanding of supervised deep learning.
  • You can apply your AI and Neural Network skills to a real-world challenge also can demonstrate your ability to communicate project outcomes.
CONS:
  • Need to improve the content on Scalable Machine Learning and on Big Data using Apache Spark.
  • Lengthy elementary content.
Added to wishlistRemoved from wishlist 0
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$39.00
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Best deal at: Coursera
  • Coursera
  • IBM
  • Microdegree
  • Self-paced
  • Beginner
  • 3+ Months
  • Paid Course (Paid certificate)
  • English
  • Python R Scala
  • Git Jupyter Notebook RStudio Watson Studio
  • None Pre-requisite
  • Artificial intelligence Data Analysis Data Science Data Science with 'Python' Data Visualization Practical Statistics Probability
The score is based on the quality of the course content & user experience as rated by the learners.
Learning Experience
8.8
Content Rating
8.7
PROS:
  • No prior knowledge of programming languages required.
  • Very well designed final assignment.
  • Good to improve your Python skills.
  • Well-structured courses.
CONS:
  • Challenging for non-statisticians.
  • Project needs some Python coding.
  • Needs to update the material since some tools have changed.
Added to wishlistRemoved from wishlist 0
Add to compare
$39.00
Buy Now
Best deal at: Coursera
  • Coursera
  • IBM
  • Microdegree
  • Self-paced
  • Beginner
  • 3+ Months
  • Paid Course (Paid certificate)
  • English
  • Micorsoft Excel
  • Up-to-date browser required for programming
  • Cognos Analytics Data Analysis Data Science Data Visualization Microsoft Excel
The score is based on the quality of the course content & user experience as rated by the learners
Learning Experience
9.4
Content Rating
9.7
PROS:
  • Final assignment gives an exact idea about Data analysis
  • Gives good ideas and examples of career paths
  • Very good for a beginner and intermediate learner
CONS:
  • Only introductory info on Cognos
  • It would also be helpful to show demos
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