Deep Learning with TensorFlow and Natural Language Processing with PyTorch

This instructor-led 2 days or 4 evening + 14 days practical course introduces delegates to Deep Learning (DL) and Natural Language Processing (NLP). It covers the basic neural network building blocks for Deep Learning, key implementation tools, and hands-on case studies of building DL/NLP solutions.

Beginner 0(0 Ratings) 0 Students enrolled
Created by PAIRVIEW LIMITED Last updated Thu, 24-Jun-2021 English
What will i learn?
  • At the end of this course, delegates will be able to: Get to grips with TensorFlow and PyTorch as leading open-source frameworks for Deep Learning and NLP
  • Design, build and evaluate deep learning models using neural networks.
  • Implement best practices to build DL solutions for real-world problems.
  • Know how to extract key diagnostic metrics from Deep Learning models and improve model performance.
  • Understand Deep Architectures including Simple Perceptron, CNNs, RNNs and Autoencoders
  • Train and deploy neural networks for computer vision and RNNs for time series forecasting

Webinar Details
Date: 13 Jul, 2021 10:00:00 AM
Requirements
  • Delegates should have successfully completed a Machine Learning course
  • An academic background related to numeracy, technology, science or economics is advisable or an educational background in Business Studies & Administration or industry experience in a Management role
  • Likes working with numbers and aspiring to build a career in Data Science.
  • Ideally have previous experience of excel and manipulating data
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Description

As a technique for predicting future outcomes of real-world industrial, business and organizational problems, Deep Learning is much-in-demand by employers under pressure to demonstrate resilience in the face of digital disruption and build often large, complex applications to mitigate risk. Using multi-layer neural networks alongside cloud architectures and open-source tools such as TensorFlow (created by Google) and PyTorch (created by Facebook) to learn and infer real-time response from big data, participants will master how to work with the underlying large datasets and build the deep learning solutions necessary to start creating your own AI applications. 

This course is suitable to professionals who are working or aim to work in AI or analytics roles across departments and functions such as Consultancy, IT, Finance, Marketing, Customer Insights and Business Intelligence.

Course Modules:

  1. Introduction to Neural Networks
  2. TensorFlow, PyTorch and the Deep Learning Stack
  3. Deep Learning Modeling
  4. Tuning your Deep Learning Model
  5. Advanced Neural Networks
  6. Computer Vision
  7. Application to Deep Learning

Training Deliver Method:

  • Virtual Classroom Platform (Online) - Daytime: 9:30am - 4:30pm (2 Full Days), or Evening: 6:30pm - 9:30pm (4 Half Days).
  • (Compulsory) Course Assignments: 10-15 Days

Additional Services Related To This Course (available for signing up)

  • (Optional) Hands-on Work Experience: Acquire work experience by undertaking real-life projects. Delegates will be able to work on some of the most popular problems businesses across industry sectors are facing and need urgent solutions.
  • (Optional) Career Support: Our optional Career Support Package will give you a further leverage to get to your dream job and achieve your career ambition in the shortest time. The Package including CV Surgery and Interview Consultancy is available for subscription as an additional service to this training programme.


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Please enquire our Consultants for more information.


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About the instructor
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Pairview was established in 2009 as a business analytics consultancy and technology training company. Pairview is headquartered in London and rapidly expanding across the EMEA region. Pairview drives big data, analytics, and performance innovation within organisations through its range of products and services. Pairview works alongside businesses as a trusted partner, enhancing expertise, closing skills gaps and developing their Analytics Centre of Excellence to drive improvements to productivity, profitability and business growth. We also work with ambitious individuals to transform their careers by offering highly specialised training programmes and recruitment services in data and analytics.


We take pride in having a strong team of industry experts and certified technology specialists who are thought leaders in digital and analytical transformation and have extensive experience in major industry sectors including banking, financial services, insurance, telecommunications, energy, business services, and so on. Our expert knowledge, flexibility, and tailored supportive approach sets us apart in our quest to offer the highest quality services to our clients.

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Includes:
  • Full lifetime access
  • Certificate of completion
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