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Learn how to use Python for AI, Machine Learning, and real-world AI applications. [Source & Target: Parquet, JSON, Excel, Database, Cloud]
PART-1: Python For AI (5 Sessions | 10 Hours)
▶Session-1: Python Foundations for AI Testing
▶ Session-2: Control Flow & Decision Making
▶ Session-3: Functions for Automation Framework
▶Session-4: Python Data Structures for AI
▶Session-5: File Handling for AI Testing
PART-2: Data Calculation & Comparison with Python For AI (5 Sessions | 10 Hours)
▶Session-6: NumPy for Test Data Processing
▶Session-7: Pandas Basics for Data Validation
▶Session-8: Advanced Pandas for Data Calculation and Comparison
▶ Session-9: Data Visualization for Reporting
▶Session-10: Realtime Data Validation Framework
PART-3: Data Analysis with Python For AI (5 Sessions | 10 Hours)
▶Session-11: Data Cleaning & Preprocessing (Foundation of Analysis)
▶Session-12: Exploratory Data Analysis (EDA)
▶Session-13: Statistical Analysis for Test Intelligence
▶ Session-14: Data Visualization for Business Insights
▶Session-15: Data Analysis Thinking Framework
PART-4: AI Fundamentals For Testers (5 Sessions | 10 Hours)
▶Session-16: Introduction to AI, ML
▶Session-17: Machine Learning Basics
▶Session-18: Data Preparation for AI
▶Session-19: AI Model Basics using Scikit-Learn
▶Session-20: Build First AI Model
PART-5: Generative AI for Testers (5 Sessions | 10 Hours)
▶Session-21: Introduction to Generative AI
▶Session-22: Prompt Engineering for Testers
▶Session-23: Generate Testcases using AI
▶Session-24: Generate Automation Script using AI
▶Session-25: AI Based Test Data Generation
PART-6: END-TO-END AI Project (5 Sessions | 10 Hours)
▶Session-26: Project Introduction & Setup
▶Session-27: Data collection & Preparation
▶Session-28: Build AI Model
▶Session-29: Automation Integration
▶Session-30: Complete Project Execution, Generate Reports
PART-7: Integrate AI with Testing Framework (1 Session| 2 Hours)
PART-8: CV Preparation (1 Session | 2 Hours)
PART-9: Interview Preparation (2 Sessions | 4 Hours)
Final Training Outcome: By End of The Training Learners can Build:
▶AI Test Case Generator
▶AI Test Data Generator
▶AI-based Test Failure Prediction System
▶AI-based Test Automation Assistant
With 18 years of experience in the IT industry, our team of experts has established itself as a trusted authority in trending technologies.
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