Certified Python (AI) Developer (CPD) course

AI programming with Python Course Objectives

The objective of the course is to present an overview of artificial intelligence (AI) principles
and approaches in industry based on best practices. The application of classical models used
in Machine Learning and Deep Learning in terms of quality parametric would be addressed
using both APIs and Python.

AI programming with Python 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.

After the course, participants will have a good understanding to build intelligent computing models in Anaconda Jupyter Notebook. Participants will appreciate that Deep Learning is
showing promise in areas where the traditional Artificial Intelligence approaches have failedin the past.

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

Tools/Software used: Python, Tensorflow, Keras, Pytorch, Natural Language Toolkit (NTLK)

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
Pre-Requisites
  • Participants are preferred to have experience in software development or business analysis.

More information on the AI programming with Python Course

Visit our GICT course schedule to check our class availability.

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GICT Authorized Training Partners:

Philippines
Info-Alchemy | Global ICT Training | GICT Training Partners
India
HCL | Global ICT Training | GICT Training Partners

HCL Infosystems www.hclinfosystems.in

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