aiml-icon

Artificial Intelligence & Machine Learning

Learning Outcomes

  • Learn how to program with the popular development language, Python
  • Learn MongoDB concepts, features, architecture and data model, and how to install, configure, and monitor open source databases
  • Master data exploration, data visualization, predictive analytics, and descriptive analytics techniques with the R language
  • Understand AI concepts and workflows, machine learning and deep learning, and performance metrics
  • Learn essential concepts of Python programming and gain deep knowledge in data analytics, machine learning, data visualization, web scraping, and natural language processing
  • Master machine learning concepts and techniques including supervised and unsupervised learning, mathematical and heuristic aspects, and hands on modeling to develop algorithms
  • Master deep learning concepts and TensorFlow open source framework, implement deep learning algorithms, and build artificial neural networks
  • Develop a project to implement chatbot and recommendation engine

Course Breakdown

ModuleDuration
(Hrs)
Python Programming40
Large Data Management40
R Programming 40
AI Primer16
Natural Language Processing Toolkit44
Machine Learning40
Deep Learning and Machine Learning APIs60
Project-ChatBot and Recommendation Engine02
Total282

Course Details

Why Choose Aptech?