Deep Learning and AI for Beginners: From concepts to application

Develop an Intuitive Understanding of Deep Learning and AI
4.9
Over 300 students
Created and taught by Riju Pahwa

When and where

  • Total 4 classes over 2 weeks. Tuesdays & Thursdays
  • Two time slots available: 9AM -10:30AM ET or 11:30AM - 1PM ET
  • Live on Google Meet (details will be sent via email)
$299 ($399 of 25%)

What will you learn and where

  • Develop an intuitive understanding of Deep Learning
  • Visual and intuitive understanding of core math concepts behind Deep Learning
  • Detailed view of how exactly deep neural networks work beneath the hood
  • Computational graphs (which libraries like PyTorch and Tensorflow are built on)
  • Build neural networks from scratch using PyTorch
  • You’ll be ready to explore the cutting edge of AI and more advanced neural networks like CNNs, RNNs and Transformers
  • You'll be able to understand what deep learning experts are talking about in articles and interviews
  • You’ll be able to start experimenting with your own AI projects using PyTorch

Course Contents

Deep learning - Basics, Fundamentals and Intuition
  • Introduction
  • What is Machine Learning exactly?
  • Different types of machine learning: supervised, unsupervised, and reinforcement
  • The bird's eye view of deep learning
  • Deep neural network - Thinking of them as functions
  • Loss functions and training vs inference
  • Understanding the intuition behind deep learning
  • How to make neural networks feel intuitive
  • Course overview

Requirements

  • Basic Python programming knowledge
  • Highschool math
  • A strong desire to learn Deep Learning

Description

Are you interested in Artificial Intelligence (AI), Machine Learning and Artificial Neural Network? Are you afraid of getting started with Deep Learning because it sounds too technical? Have you been watching Deep Learning videos, but still don’t feel like you “get” it? I’ve been there myself! . AI still seems completely out of reach for too many and I want to change that. This course was built to save you many months of frustration trying to decipher Deep Learning. After taking this course, you’ll feel ready to tackle more advanced, cutting-edge topics in AI.

Who this course is for

  • Students who want learn Deep Learning for the first time
  • Beginners who want to finally understand Deep Learning at an intuitive level
  • Professionals looking to supercharge their understanding of Deep Learning fundamentals
  • Python Developers looking to advance their career

Hear from the instructor

  • Live course with the instructor
  • Always available content on demand
  • Certificate of Completion
  • Two 15 minutes 1-on-1 session with the instructor
  • 4 weeks trial of Ploutos platform

When and where

  • Total 4 classes over 2 weeks. Tuesdays & Thursdays
  • Two time slots available: 9AM -10:30AM ET or 11:30AM - 1PM ET
  • Live on Google Meet (details will be sent via email)
$299 ($399 of 25%)