top of page
User Interface

Short Term Program in AI/ML

Short Term Program in AI/ML

Short Term Program in AI/ML

Course Details of SP - AI/ML
Course Code: SP-AI/ML
Duration:  4 Weekends (24 hrs)
Course Fee: 
Why Artificial Intelligence and Machine Learning?

Weekend 1: Machine Learning – Supervised Learning (6 hrs.)

  • Linear Regression

  • Logistic Regression

  • Naïve Based Algorithm

  • Ensemble Techniques and Decision Trees

  • Support Vector Machines

  • Assignment Weekend

​Weekend 2: Machine Learning – Unsupervised Learning (6 hrs.)

  • Clustering Techniques

  • Principal Component Analysis (PCA)

  • Model Performance and Hyper Parameter Tuning

  • Assignment Weekend

Weekend 3: Natural Language Processing (6 hrs.)

  • Text Extraction

  • Text Classification

  • Topic Modelling

  • Entity Resolution

  • Assignment

Weekend 4: Computer Vision (6 hrs.)

  • Transfer Learning

  • Image Augmentation

  • Image Classification

  • Object Detection

  • Assignment


Unlocking Potential, One Algorithm at a Time: AI/ML Revolutionizing the Future

IT America: Your Pathway to Unleashing AI/ML Potential. Join Us to Revolutionize the Future.

IT America Logo.png

IT America, Inc is an accomplished IT Consulting firm focused on delivering outstanding services to its clients with an excellent track record.

Useful Links
IT Solutions

100 Metroplex Drive, Suite #207 Edison, NJ 08817, USA

(+1) 732 985 5100

bottom of page