According to Coursera, as a coursera certified specialization completer you will have a proven deep understanding on massive parallel data processing, data exploration and visualization, and advanced machine learning & deep learning. You'll understand the mathematical foundations behind all machine learning & deep learning algorithms. You can apply knowledge in practical use cases, justify architectural decisions, understand the characteristics of different algorithms, frameworks & technologies & how they impact model performance & scalability.
Challenges, terminology, methods and technology
Data storage solutions, and ApacheSpark
Programming language options and functional programming
ApacheSparkSQL, Cloudant, and the End to End Scenario
Averages and standard deviation
Skewness and kurtosis
Covariance, correlation and multidimensional Vector Spaces
Visualization
Dimension Reduction
Machine Learning, ML Pipelines, ETL - from Smartphone to ObjectStore