Scala Machine Learning Projects
Scala is one of the widely used programming language in the world when it comes to handle large amount of data. With the rise of machine learning, data scientists and machine learning experts do prefer scala as a language in order to handle and scale efficient machine learning applications. You will be acquainted with the popular deep/machine learning libraries for Scala such as Spark ML/MLlib, H2O, DeepLearning4j, MXNET etc., and will use their features to build and deploy projects on a framework such as Apache Spark. By the end of this book, you will be able to dominate numerical computing, deep learning, and functional programming to carry out complex advanced tasks with ease.
Offered by
Difficulty Level
Intermediate
Completion Time
15h40m
Language
English
About Book
Who Is This Book For?
If you want to leverage the power of both Scala and Spark to make sense of Big Data, then this book is for you. If you are well versed with machine learning concepts and wants to expand your knowledge by delving into the practical implementation using the power of Scala, then this book is what you need! Strong understanding of Scala Programming language is recommended. Basic familiarity with machine Learning techniques will be more helpful.
Scala Machine Learning Projects
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 15h40m total length
Analyzing Insurance Severity Claim
Analyzing Outgoing Customers through Churn Prediction
High Frequency Bitcoin Price Prediction from Historical and Live Data
Population Scale Clustering and Ethnicity Analysis
Topic Modelling in NLP: A Better Insight to Large-Scale Texts
Model-based Movie Recommendation Engine
Deep Reinforcement Learning using Markov Decision Process (MDP)
Using Deep Belief Networks in Bank Marketing
Fraud Analytics using Autoencoders and Anomaly Detection
Human Activity Recognition using RNN
Image Classification using CNN
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