5 Days 5 Machine Learning Projects From Scratch

Course Overview

• Course Title: 5 Days 5 Machine Learning Projects From Scratch
• Instructor: ARUNNACHALAM SHANMUGARAAJAN
• Target Audience:
  • Aspiring data scientists
  • Machine learning enthusiasts
  • Professionals enhancing portfolios
• Prerequisites:
  • Basic Python
  • Basic Machine Learning

Curriculum Highlights

• Key Topics Covered:
  • Natural Language Processing (NLP)
  • Logistic regression and neural networks
  • Naive Bayes classification
  • Medical Image Prediction
  • Ad Click Through Prediction
  • Data preprocessing
  • Model building
  • Evaluation
  • Deployment
• Key Skills Learned:
  • End-to-end workflow of machine learning projects
  • Experience with scikit-learn, TensorFlow, and Pandas
  • Hands-on implementation
  • Critical thinking
  • Practical skills for job readiness

Course Format

• Duration: 1.5 hours on-demand video
• Format: Self-paced online course
• Resources:
  • Assignments
  • 1 downloadable resource
  • Access on mobile and TV
  • Certificate of completion