Introduction of Google Data Analytics Certification

The Google Data Analytics Certification is designed to equip professionals with the necessary skills to collect, clean, analyze, and visualize data for business decision-making. When combined with Splunk, a powerful platform for monitoring, searching, and analyzing machine-generated data, this training provides an end-to-end learning experience in data analytics, business intelligence, and operational insights.

This course will help participants understand Google’s data analytics methodologies, leverage Splunk for real-time data processing, and develop data-driven strategies. By integrating Google Cloud services with Splunk, learners will gain a competitive edge in handling big data, automation, security analytics, and predictive insights.

Prerequisites

• Basic understanding of data analysis concepts and SQL.
• Familiarity with Google Cloud Platform (GCP) and data visualization tools.
• Experience with Splunk queries, dashboards, and reports is beneficial.
• Knowledge of Python, R, or machine learning fundamentals is an added advantage.

Table of Contents

1. Introduction to Data Analytics with Google and Splunk

1.1 Overview of Google Data Analytics Certification
1.2 Introduction to Data-Driven Decision Making
1.3 The Role of Splunk in Modern Data Analytics
1.4 Data Processing Workflows in Google Cloud and Splunk

2. Data Collection and Storage

2.1 Data Sources: Structured vs. Unstructured Data
2.2 Ingesting Data into Splunk from Various Sources
2.3 Data Storage and Management in Google Cloud
2.4 Best Practices for Data Cleaning and Preparation

3. Data Exploration and Processing

3.1 Data Transformation Techniques
3.2 Querying and Filtering Data in Splunk
3.3 Using Google BigQuery for Large-Scale Analysis
3.4 Automating Data Pipelines in Google Cloud

4. Data Visualization and Business Intelligence

4.1 Creating Dashboards in Splunk
4.2 Google Data Studio for Interactive Reports
4.3 Splunk vs. Google Looker for Data Visualization(Ref: Google Advanced Data Analytics Certification-Splunk)
4.4 Designing Effective Visual Analytics

5. Statistical Analysis and Machine Learning Basics

5.1 Introduction to Descriptive and Inferential Statistics
5.2 Google AI and Machine Learning Tools
5.3 Predictive Analytics with Splunk Machine Learning Toolkit
5.4 Case Studies on Data-Driven Decision Making

6. Real-Time Data Monitoring and Security Analytics

6.1 Real-Time Log Analysis with Splunk
6.2 Anomaly Detection and Fraud Prevention
6.3 Google Cloud Security and Compliance Best Practices
6.4 Building Automated Security Dashboards

7. Cloud Integration and Automation

7.1 Integrating Google Cloud with Splunk for Unified Analytics
7.2 Automating Workflows with Splunk IT Service Intelligence (ITSI)
7.3 Using Google Cloud Functions for Automated Data Processing
7.4 Best Practices for Scalable and Secure Data Pipelines

8. Performance Optimization and Cost Management

8.1 Optimizing Splunk Search Queries for Speed
8.2 Managing Costs in Google Cloud Data Analytics Solutions
8.3 Improving Data Storage Efficiency in Splunk
8.4 Troubleshooting Common Performance Issues

9. Case Studies and Hands-on Labs on Google Data Analytics Certification

9.1 Real-World Business Use Cases for Google and Splunk Analytics
9.2 Hands-on Lab: Creating Custom Reports and Alerts in Splunk
9.3 Hands-on Lab: Google Cloud Data Processing and Visualization
9.4 Final Project: Building a Data Analytics Pipeline with Google Cloud and Splunk

10. Certification Preparation and Exam Readiness

10.1 Google Data Analytics Certification Exam Overview
10.2 Key Topics and Practice Questions
10.3 Splunk Fundamentals Certification Preparation
10.4 Final Review and Study Resources

Conclusion

This course bridges Google’s data analytics methodologies with Splunk’s real-time monitoring and analysis capabilities, preparing learners to apply these skills in industries such as cybersecurity, IT operations, finance, and business intelligence. By completing this training, participants will be equipped to pass the Google Data Analytics Certification, leverage Splunk for operational insights, and enhance their expertise in data-driven decision-making.

Reference