Student Learning Portal
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1 |
Software Installations (Theory & Links)
🔒 Premium
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| ✓ | # | Class Name | Topics | Hours | Document | Online Test | 5Min Review | Practice Work | Q&A | Watch |
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1 |
Introduction
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— | ⏱ 1.00h | — | — | — | — | — | ▶ Watch |
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✓
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2 |
Python: Data Types
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— | ⏱ 1.00h | — | 📝 Test | — | 🧩 Practice | — | ▶ Watch |
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✓
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3 |
Python Data Operators
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— | ⏱ 1.00h | — | 📝 Test | — | 🧩 Practice | — | ▶ Watch |
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✓
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4 |
Python Function Design
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— | ⏱ 1.00h | — | 📝 Test | — | 🧩 Practice | — | ▶ Watch |
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✓
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5 |
Python Class introduction
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functions, class | ⏱ 1.10h | — | — | — | — | — | ▶ Watch |
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✓
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6 |
Python Class Basics
🔒 Premium
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— | ⏱ 1.00h | — | 📝 Test | — | — | — | |
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✓
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7 |
Python Inheritance concepts
🔒 Premium
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— | ⏱ 1.00h | — | 📝 Test | — | — | — | |
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✓
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8 |
Python Abstract Class
🔒 Premium
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— | ⏱ 1.00h | — | 📝 Test | ⚡ Review | 🧩 Practice | — | |
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✓
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9 |
Python General Topics (Optional)
🔒 Premium
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Decision Statements, Loops, Exception Handling, Decorators, Generators, Functions vs Decorators vs Generators, Logging, Coding Styles (PEP8), Test Cases, Multithreading, Multiprocessing | ⏱ 3.00h | — | — | — | — | — |
| ✓ | # | Class Name | Topics | Hours | Document | Online Test | 5Min Review | Practice Work | Q&A | Watch |
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✓
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1 |
Pandas Module introduction
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Pandas Introduction, Data Analysis, Cleaning, Filtering, Data Model, Joining, | ⏱ 1.10h | — | 📝 Test | — | — | — | ▶ Watch |
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✓
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2 |
Pandas Code Practice
🔒 Premium
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✓
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3 |
Pandas Realtime Project flow
🔒 Premium
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— | ⏱ 1.30h | — | 📝 Test | ⚡ Review | 🧩 Practice | — |
| ✓ | # | Class Name | Topics | Hours | Document | Online Test | 5Min Review | Practice Work | Q&A | Watch |
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✓
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1 |
PySpark Introduction Class
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— | ⏱ 1.30h | — | 📝 Test | — | — | — | ▶ Watch |
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✓
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2 |
PySpark Data Operations Introduction
🔒 Premium
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— | ⏱ 0.50h | — | 📝 Test | — | — | — | |
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✓
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3 |
PySpark Data Cleaning and Maintain Process
🔒 Premium
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— | ⏱ 0.50h | — | — | — | — | — | |
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✓
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4 |
Pyspark filter, UDF, Windows
🔒 Premium
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— | ⏱ 1.00h | — | 📝 Test | ⚡ Review | 🧩 Practice | 💬 Q&A |
| ✓ | # | Class Name | Topics | Hours | Document | Online Test | 5Min Review | Practice Work | Q&A | Watch |
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✓
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1 |
Database Introduction
🔒 Premium
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— | ⏱ 1.20h | — | 📝 Test | — | — | — | |
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✓
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2 |
Database DDL Concept
🔒 Premium
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DDL Concepts | ⏱ 1.00h | — | 📝 Test | — | — | — | |
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✓
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3 |
SQL Database Keys, Constrains, Tables, Views, Stored Procedures
🔒 Premium
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Keys, Constrains, Tables, Stored Procedures, Functions, Joins | ⏱ 1.10h | — | 📝 Test | — | — | — | |
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✓
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4 |
SQL Windows and Groupby Functions
🔒 Premium
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SQL Sub query, CTE, Windows, Groupby | ⏱ 1.00h | — | 📝 Test | ⚡ Review | 🧩 Practice | 💬 Q&A |
| ✓ | # | Class Name | Topics | Hours | Document | Online Test | 5Min Review | Practice Work | Q&A | Watch |
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✓
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1 |
AWS IAM Service
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AWS IAM, Authentication, Authorization | ⏱ 1.00h | — | 📝 Test | — | 🧩 Practice | — | ▶ Watch |
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✓
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2 |
AWS S3 Bucket Service
🔒 Premium
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Bucket, Object, Key, Metadata, Versioning, Storage Class, Bucket Policy, Access Control | ⏱ 1.00h | — | 📝 Test | — | 🧩 Practice | — | |
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✓
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3 |
AWS Lambda Service
🔒 Premium
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AWS Lambda, timeout, permissions, handler | ⏱ 1.40h | — | 📝 Test | — | 🧩 Practice | — | |
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✓
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4 |
AWS SQS Service
🔒 Premium
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SQS, Standard, FIFO, Visibility, DLQ, Integration | ⏱ 1.30h | — | 📝 Test | — | 🧩 Practice | — | |
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✓
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5 |
AWS SNS Service
🔒 Premium
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SNS, Publisher, Topic, Subscribers, Alerts | ⏱ 1.00h | — | 📝 Test | — | 🧩 Practice | — | |
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✓
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6 |
AWS RDS Database Service
🔒 Premium
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— | ⏱ 0.30h | — | — | — | — | — | |
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✓
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7 |
AWS Secret Manager Service
🔒 Premium
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secrets | ⏱ 0.20h | — | — | — | — | — | |
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✓
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8 |
AWS API Gateway Service Introduction Part-1
🔒 Premium
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API, Methods, Status Codes, Payloads | ⏱ 0.20h | — | — | — | — | — | |
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✓
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9 |
AWS API Gateway Service Introduction Part-2 (ORM Concept)
🔒 Premium
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ORM, Tables, Models, Mappers, Repositories | ⏱ 0.40h | — | — | — | — | — | |
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✓
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10 |
AWS API Gateway Service Introduction Part-3 (Data Dynamic)
🔒 Premium
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Endpoints, Create, Read, Delete | ⏱ 0.50h | — | — | — | — | — | |
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✓
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11 |
AWS API Gateway Service Introduction Part-4 (Frontend Integration)
🔒 Premium
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HTML, OpenAPI, Swagger, Integration | ⏱ 0.30h | — | — | — | 🧩 Practice | — | |
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✓
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12 |
AWS Glue and Athena Services
🔒 Premium
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Glue, Data Catalog, Athena | ⏱ 1.40h | — | — | — | 🧩 Practice | — | |
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✓
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13 |
AWS Athena Service
🔒 Premium
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Athena, PowerBi, Data Catalog, ODBC | ⏱ 0.40h | — | — | — | 🧩 Practice | — | |
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✓
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14 |
Optimization Techniques (CSV, Parquet, Partition)
🔒 Premium
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CSV, Parquet, Partition, Important | ⏱ 1.00h | — | — | — | — | — |
| ✓ | # | Class Name | Topics | Hours | Document | Online Test | 5Min Review | Practice Work | Q&A | Watch |
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15 |
Company Setup
🔒 Premium
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— | ⏱ 1.00h | — | — | — | — | — |
| ✓ | # | Class Name | Topics | Hours | Document | Online Test | 5Min Review | Practice Work | Q&A | Watch |
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✓
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1 |
Apache Airflow Introduction
🔒 Premium
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— | ⏱ 1.00h | — | — | — | — | — | |
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✓
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2 |
Airflow Setup in local machine
🔒 Premium
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— | ⏱ 1.00h | — | — | — | — | — | |
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✓
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3 |
Airflow Operators
🔒 Premium
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| ✓ | # | Class Name | Topics | Hours | Document | Online Test | 5Min Review | Practice Work | Q&A | Watch |
|---|---|---|---|---|---|---|---|---|---|---|
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✓
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1 |
Data Architectures Designs
🔒 Premium
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— | ⏱ 1.00h | — | — | — | — | — | |
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✓
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3 |
Event-Architecture: Project-Part-1
🔒 Premium
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— | ⏱ 1.00h | — | — | — | — | — | |
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✓
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4 |
Event-Architecture: Project-Part-2
🔒 Premium
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— | ⏱ 1.00h | — | — | — | — | — | |
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✓
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5 |
Serverless Architecture: AWS Lambda Project Deep (Optional)
🔒 Premium
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— | — | — | — | — | — | — | |
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✓
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6 |
Micro Service Architecture: APi Gateway + ReactJS (Optional Project) Very Deep
🔒 Premium
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