Ementorhub

Skills you'll gain

Machine Learning

Data Mining

Unsupervised Learning

Applied Machine Learning

Regression Analysis

Decision Tree Learning

Supervised Learning

Data Cleansing

Big Data

Data Analysis

Statistical Analysis

Apache Spark

Predictive Modeling

Data Transformation

Exploratory Data Analysis

There are 7 modules in this course

At the end of the course, you will be able to: • Design an approach to leverage data using the steps in the machine learning process. • Apply machine learning techniques to explore and prepare data for modeling. • Identify the type of machine learning problem in order to apply the appropriate set of techniques. • Construct models that learn from data using widely available open source tools. • Analyze big data problems using scalable machine learning algorithms on Spark. Software Requirements: Cloudera VM, KNIME, Spark

Introduction to Machine Learning with Big Data

Data Exploration

Data Preparation

Classification

Evaluation of Machine Learning Models

Regression, Cluster Analysis, and Association Analysis