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GICT Certification in
Python (AI) Developer (CPD)

Obtain a Python (AI) Developer (CPD) certification

 

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Python (AI) Developer Course

This course will focus in the implementation of one of the latest APIs in AI, with focus on
Tensor Flow. In addition, the certification leverages intuitive approach to build complex
models with human like intelligence that will help to solve real-world problems using Machine
Learning and Deep Learning techniques.

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Course Outline

  • Unit 1: Introduction to Artificial Intelligence
  • Unit 2: Jumpstart Python Programming using Tensorflow, Keras and Pytorch API
  • Unit 3: Benchmark Machine Learning (ML) models using Train-Test and Fit
  • Unit 4: Impact of Big Data on NoSQL databases using Pymongo
  • Unit 5: Feature Engineering of Deep Learning ANN using CNN and RNN
  • Unit 6: Text processing application for Natural Language Processing (NLP)
  • Unit 7: Application of Text Processing in Sentiment Analysis, Profiling, BOTs
  • Unit 8: Cognitive Challenges and Security Risk

Course Outcome

  • Understand the basics of AI using Python, Tensorflow and Keras
  • Implement Machine Learning to address Train-Test and Fit challenges.
  • Implement Deep Learning with emphasis on Cost-Loss optimization.
  • Develop using Anaconda - Jupyter notebook in Python using multiple APIs.
  • Explore case studies in the application of AI in emerging technologies.

Duration

  • 4-day intensive training program

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