Details
Introduction
Use Cases
Data Analytics Proces
Data Preparation
Tools for Data Preparation
Data Preparation – Import/Export
PreProcessing
Data Analysis Introduction
Recommendation
Classification
Data Visualization using R
- Big Data Overview
- What is Big Data Analytics
- Necessity for Big Data Analytics
- Role of a Data Analyst
- What is Data Science
- Necessity for Data Science
- Role of Data Scientist
- Finance
- Retail
- Advertising
- Defense and Intelligence
- Telecommunications and Utilities
- Healthcare and Pharmaceuticals
- Preparation
- PreProcessing
- Analysis
- Post Processing
- Planning
- Data Collection
- Data Selection
- Introduction to SQL DB's
- Introduction to NoSql DB's
- Key / Value pair
- MongoDB
- Cassandra
- Graph DB's (Neo4j)
- Hands on Exercise : Using SQL and NoSql DB's
- Sqoop
- Flume
- Hands on Exercise : Usage of Tools
- Data Cleaning
- Data Filtering
- Data Completion
- Data Correction
- Data Standardization
- Data Transformation
- Tools for Data PreProcessing
- Data Preprocessing using Pig
- Writing Pig Latin scripts and processing data
- Data Preprocessing using Hive
- Writing Hive Scripts and processing data
- Hands on Exercise : Pig and Hive
- Sqoop
- Recommendation
- Classification
- Clustering
- Mahout
- Introduction to Recommendations
- Making recommendations, various techniques
- Hands on Exercise for Recommendations
- Classification System Overview
- Classification process
- Naive Bayes Classifier
- Decision Trees
- Examples of Classification
- Clustering
- Clustering basics
- Hierarchical clustering
- K-Means clustering
- Running clustering example
- Exploring distance measures
- Language basics
- Data Frames
- Vectorized operations on Data Frames
- Selection
- Projection
- Transformation
Reviews
Be the first to write a review about this course.
Write a Review
APTRON Delhi is topmost pioneer industrial training institute which provides career-oriented IT and non-IT Training courses with certification. APTRON Delhi is begun by proven industry experts with a goal to give Quality Training on most recent IT Technologies. We have trainers from 10+ years more experienced that give professional skills and help to make career. APTRON Delhi Essentially effort to delivery IT courses like CCNA, Python, Android, PHP, Linux, Java, Oracle, Red Hat, Web Designing ,Ethical hacking, AWS, informatica, Machine Learning, Vmware, Hadoop, Big data, Digital Marketing and SAP. We give best platform and opportunity to each students for get career goals. We are dedicate enough to provide all industrial Training courses.