BIG DATA ANALYTICS
Course 2309
3 Days
$1,800
Learn to harness advanced tools and techniques to process, analyze, and derive meaningful insights from big data. This course equips you with the skills needed to manage and interpret vast amounts of data.
Who Should Take This Course?
Ideal for data scientists, analysts, IT professionals, and business leaders who want to master the art of handling and analyzing large datasets.
Course Format:
Lectures, facilitator presentations, guided discussions, practical hands-on exercises (both individual and large-group), collaborative discussions, and action planning.
Payment Information: We accept credit card payments. To register using a purchase order (without a surcharge), please send the purchase order to customerservice@hazadvisors.com
Learning Objectives
- Understand the fundamental concepts and technologies of big data analytics.
- Collect, process, and manage large datasets using advanced tools and techniques.
- Implement big data frameworks such as Hadoop and Spark for data processing.
- Perform advanced data analysis to extract meaningful insights from big data.
- Utilize data visualization tools to present findings from big data analyses effectively.
- Apply machine learning algorithms to big data for predictive analytics.
- Optimize and scale big data solutions for improved performance and efficiency.
- Develop strategies for integrating big data analytics into business processes.
Course Topics
Introduction to Big Data Analytics
- Overview of big data concepts and significance
- Key differences between big data and traditional data analytics
Big Data Technologies and Tools
- Introduction to Hadoop and its ecosystem
- Overview of Apache Spark and its applications
Data Collection and Storage
- Techniques for collecting large datasets
- Data storage solutions: HDFS, NoSQL databases, and cloud storage
Data Processing and Management
- Batch and real-time data processing
- Using MapReduce for data processing
Data Cleaning and Preprocessing
- Techniques for cleaning and preprocessing big data
- Handling missing data and outliers
Advanced Data Analysis Techniques
- Descriptive and inferential statistics for big data
- Pattern recognition and anomaly detection
Data Visualization for Big Data
- Tools and techniques for visualizing large datasets
- Creating interactive dashboards and reports
Scalability and Optimization
- Strategies for optimizing big data solutions
- Scaling data processing frameworks
Prerequisites
To make the most out of this course, you should have:
Class Schedule
We accept credit card payments. To register using a purchase order (without a surcharge), please send the purchase order to customerservice@hazadvisors.com
**Rates below are for each participant.
August 20 - August 22, 2024
9:00 AM – 5:00 PM EST
Big Data Analytics
Virtual, EST
$1,800
Class ID: 2309
September 10 - September 12, 2024
9:00 AM – 5:00 PM EST
Big Data Analytics
Virtual, EST
$1,800
Class ID: 2309
October 16 - October 18, 2024
9:00 AM – 5:00 PM EST
Big Data Analytics
Virtual, EST
$1,800
Class ID: 2309
November 19 - November 21, 2024
9:00 AM – 5:00 PM EST
Big Data Analytics
Virtual, EST
$1,800
Class ID: 2309
January 28 - January 30, 2025
9:00 AM – 5:00 PM EST
Big Data Analytics
Virtual, EST
$1,800
Class ID: 2309
February 12 - February 14, 2025
9:00 AM – 5:00 PM EST
Big Data Analytics
Virtual, EST
$1,800
Class ID: 2309
March 11 - May 13, 2025
9:00 AM – 5:00 PM EST
Big Data Analytics
Virtual, EST
$1,800
Class ID: 2309