Ementorhub

Skills you'll gain

Data Transformation

Big Data

Exploratory Data Analysis

Data Analysis

Apache Spark

Data Mining

Decision Tree Learning

Predictive Modeling

Supervised Learning

Data Cleansing

Unsupervised Learning

Statistical Analysis

Regression Analysis

Machine Learning

Applied Machine Learning

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