Master Google Cloud Platform & Big Data ML Fundamentals with ENCODE-IT

Course Overview:

Google Cloud Platform (GCP) is a leading cloud computing service that provides robust solutions for Big Data processing and Machine Learning (ML). Organizations leverage GCP’s data analytics and AI tools to drive innovation, optimize workflows, and scale operations efficiently.

ENCODE-IT’s GCP & Big Data ML Fundamentals Course is designed to provide hands-on expertise in Google Cloud’s AI, data analytics, and ML services. Whether you are a data scientist, cloud engineer, or AI enthusiast, this course will equip you with the skills needed to work with BigQuery, TensorFlow, and GCP’s ML pipelines.

Course Curriculum

1. Introduction to Google Cloud Platform (GCP)

• Overview of Google Cloud Infrastructure and Services
  • Setting Up a GCP Account and Navigating the Console
  • Understanding Compute, Storage, and Networking in GCP
  • Introduction to IAM (Identity & Access Management)

2. Big Data and Machine Learning on GCP

• What is Big Data and How GCP Handles It?
  • Fundamentals of AI and Machine Learning in Google Cloud
  • Introduction to TensorFlow, AutoML, and AI Platform
  • GCP’s Data Processing and Analytics Tools

3. Google BigQuery: Data Warehousing and Analytics

• Understanding BigQuery Architecture and SQL Querying
  • Managing and Optimizing Large-Scale Datasets
  • Building Data Pipelines with BigQuery and Dataflow
  • Real-Time Data Analytics and Visualization

4. Data Engineering with Google Cloud

• Introduction to Google Cloud Storage and Dataproc
  • Using Cloud Dataflow for Stream and Batch Processing
  • Managing ETL Pipelines with Cloud Composer (Apache Airflow)
  • Integrating GCP Services for End-to-End Data Workflows

5. Machine Learning Models in Google Cloud

• Training and Deploying ML Models on AI Platform
  • Using AutoML for No-Code AI Model Building
  • Hyperparameter Tuning and Model Optimization
  • Deploying and Monitoring AI Solutions in Production

6. Google Cloud AI and NLP Solutions

• Natural Language Processing (NLP) with GCP
  • Image Recognition with Cloud Vision API
  • Speech-to-Text and Text-to-Speech Services
  • Chatbots and Conversational AI on Google Cloud

7. Security and Compliance in Google Cloud

• Data Encryption and Security Best Practices
  • Managing IAM Policies and Role-Based Access Control
  • Compliance with GDPR, HIPAA, and Other Regulations
  • Auditing and Monitoring with Cloud Logging and Security Command Center

8. GCP Integration with DevOps and CI/CD

• Automating ML Workflows with Kubeflow
  • Continuous Deployment of Data Pipelines with Cloud Build
  • Using Google Kubernetes Engine (GKE) for ML and Big Data
  • Version Control and Model Deployment Strategies

9. Google Cloud IoT and Big Data Use Cases

• Internet of Things (IoT) Integration with BigQuery
  • Real-Time Data Streaming with Pub/Sub and IoT Core
  • Predictive Analytics for Business Intelligence
  • Case Studies: AI-Driven Solutions in Finance, Healthcare, and Retail

10. Final Project and Certification Exam

• Hands-on Implementation of a GCP ML Project
  • Performance Optimization and Troubleshooting
  • Final Evaluation and Certification Exam
  • Career Assistance and Resume Preparation

Key Features of the Course

✅ Hands-On Training: Real-world GCP projects and ML model development
✅ Big Data & AI Applications: Work with BigQuery, AI Platform, and AutoML
✅ Expert Instructors: Learn from Google Cloud-certified professionals
✅ Certification & Job Support: ENCODE-IT certification and placement assistance

Salary Scale for GCP & Big Data ML Professionals in India

The demand for Google Cloud & Big Data ML professionals is increasing rapidly as businesses adopt cloud-based AI solutions.

💰 Entry-Level Cloud Data Engineer: ₹7-12 LPA
💰 Mid-Level Machine Learning Engineer: ₹15-25 LPA
💰 Senior GCP Data Architect: ₹30-45+ LPA

Job roles include GCP Cloud Engineer, Big Data Analyst, ML Engineer, AI Consultant, and Cloud Data Architect.

Placement Assistance & Certification

Upon completing the GCP & Big Data ML Fundamentals Course, you will receive an ENCODE-IT Certification, validating your expertise in Google Cloud AI and Big Data technologies. Our placement team will assist you in securing job opportunities with top IT firms.

🚀 Launch Your Career in Google Cloud & Big Data ML with ENCODE-IT!
Enroll now and become a GCP-certified AI & Big Data expert today!