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Machine Intelligence

Execute structured ML workflows from problem definition to deployable production systems.

1 Month | 4 Modules + Internship

Workspace Roadmap

Module 1 — Problem & Data Foundation

  • Day 1 — Problem Framing
  • Day 2 — Dataset Sourcing
  • Day 3 — Data Cleaning
  • Day 4 — Data Preprocessing
  • Day 5 — Exploratory Data Analysis
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Workspace Deliverables

Problem Statement Document Cleaned Dataset EDA Insights Report Trained ML Model Evaluation Metrics Report Feature Engineered Dataset Saved Model File (.pkl) API Endpoint Integrated ML System GitHub Project Repository Final Product Demo

Skills Gained

Problem Framing Dataset Analysis Data Cleaning Data Preprocessing Exploratory Data Analysis Feature Engineering Machine Learning Workflow Model Training Model Evaluation Hyperparameter Tuning Overfitting Reduction Model Serialization API Development API Testing Frontend Integration System Integration Git & GitHub Workflow Project Documentation Product Demonstration

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₹1000
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Note: Internship will provided to who perform well in their Workspace.