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Introduction to Generative AI in 1 hour - Open to all
Rating: 4.1 out of 5(49 ratings)
1,638 students

Introduction to Generative AI in 1 hour - Open to all

For jobseekers and career change aspirants - including AI fundamentals - Learn from Industry Leaders
Created byGATE German Academy for Technology and Entrepreneurship
Last updated 1/2024
English
English [Auto],

What you'll learn

  • Introduction to AI
  • Introduction to Neural Networks
  • ML and DL
  • Neurons
  • Terminologies
  • Perceoptron
  • Training a neural network

Course content

1 section • 5 lectures • 51m total length

  • Introduction to GenAI7:03

    Explore artificial intelligence, neural networks, and the differences between AI, ML, DL, and data science. Understand perceptrons, inputs, weights, biases, activation functions, and training with epochs.

  • GenAI Training a Neural Network10:20

    Train a feedforward neural network through forward passes from input to hidden to output. Use back propagation across epochs to adjust weights and biases with sigmoid and softmax activation.

  • Learning in a neural network6:38

    Explore how neural networks learn from errors through back propagation, updating weights and biases via gradient descent to minimize loss, guided by the learning rate and gradient signals.

  • Code example25:18

    Build a from-scratch neural network in TensorFlow to predict bank customer churn, using one-hot encoding and data normalization with SGD. Explore a 3-layer dense model and evaluate with accuracy.

  • Bonus2:28

    Gate academy delivers hands-on AI and tech training, learning by doing, with coaching and company challenges, plus a job launchpad offering sessions, generative AI concepts, and recruitment partners across Europe.

Requirements

  • No previous knowledge required! Suitable for candidates from any domain.

Description

Welcome to 'Introduction to the world of Gen AI, a first-of-its kind short program designed for jobseekers and career change aspirants.

This course is specifically created as a JOB-BASED TRAINING  program thereby teaching concepts hands-on and relevant to real-work environment. If you are looking for a job in Data Science or AI if you are a student who would like to get first experience in this domain, this course is exactly for you to understand about this domain before starting in-depth training.


Extra Module and Benefits:

AI Fundamentals and Applications:

Unlock exclusive access to one of our AI modules Learn from our experts leveraging AI to enhance your productivity and understand the wide variety of applications of AI across industries


Trainers:

Dr. Chetana Didugu - Germany

Dr. Chetana Didugu is an Experienced Data Scientist, Product Expert, and PhD graduate from IIM Ahmedabad. She has worked 10+ years in various top companies in the world like Amazon, FLIX, Zalando, HCL, etc in topics like Data Analysis and Visualisation, Business Analysis, Product Management, Product Analytics & Data Science. She has trained more than 100 students in this domain till date.


Aravinth Palaniswamy - Germany

Founder of 2 startups in Germany and India, Technology Consultant, and Chief Product Officer of Moyyn, and has 10+ years of experience in Venture Building, Product and Growth Marketing.

Who this course is for:

  • Students
  • Jobseekers
  • Aspiring AI Engineers
  • Career switchers
  • Open to all

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