Prerequisites
Python 3
Basic Machine Learning libraries
Math fundamentals
Estimated Time
Self-Paced*
*Access to course content valid till 120 days from the date of enrolment
Resources Provided
Theory lectures
Guided notebooks
Sample code with explanations
Reference materials
Proprietary data for real-world projects
What You Will Learn
Course Description
The curriculum is spread across 5 modules with 2 modules dedicated to our HIVE Projects that focus on applying the knowledge and skills gained to real-world projects
Welcome to AAIE-Seld Paced
Course Overview
What’s in it for you
LiveAI Learning path
Course Logistics
Introduction
Foundations of AI – Tools to build your models
Welcome to the world of AI – Tarry Singh [RECORDED]
Knowledge check -Python basics [SP]
Approaching real world ML/DL Problems
Getting data ready for your ML/DL Problems
Getting started with ML/DL libraries
Working on your first Machine Learning problem
Knowledge check -Python for the win-e! [SP]
Module 1 Graded project [SP]
SQL Fundamentals [BONUS CONTENT]
Getting started with Github [BONUS CONTENT]
Resources
Introduction to Machine Learning
Introduction to Statistics & Probability
Getting started with Regression models, Bias and Variance
Essentials of building an end-to-end Machine Learning solution from scratch – By Tarry Singh [RECORDED]
Knowledge check -Bias, Variance and Machine Learning
Getting started with Classification models
Getting started with Unsupervised learning
Knowledge check -Supervised and Unsupervised
Introduction to web frameworks
Module 2 Graded project [SP]
Deploying web apps to web servers [BONUS CONTENT]
Introduction to Reinforcement Learning [BONUS CONTENT]
Resources
Introduction00:9:50
Building your first Deep Learning model
Essentials of building an AI model and Transfer Learning by Tarry Singh [RECORDED]
Introduction to Convolutional Neural Networks
Knowledge Check -Convolutional Neural Networks
Convolutional Neural Networks – hands-on implementation
Knowledge check -Convolutional Neural Network Implementation
Introduction to Language Models
Knowledge Check -Recurrent Neural Network
Advanced language models
Knowledge Check -Language models
Module 3 Graded Project [SP]
Machine Learning Project Management [BONUS CONTENT]
Machine Learning Model Operationalization Management (MLOps) [BONUS CONTENT]
Resources
Introduction to Hive Projects
Choosing your Hive project
HIVE Statement of Work
Apply for completion
Hive Projects
-
AI IN HEALTHCAREUnderstand and Develop AI solutions in Healthcare projects through an immersive online experience that draws on real-world case studies.
-
AI IN CLIMATEThe impact of climate change on the planet is imminent. Learn and develop AI solutions that can help mitigate this with our hands-on Climate AI projects.
-
AI IN ENERGYBuild an AI solution with the guidance of our AI Energy Experts.
-
AI IN NEUROSCIENCEUnderstand depression and develop an AI solution in our AI for Neuroscience project.
WORK ON STATE OF THE ART AI-PROJECTS
Our Hive Capstone projects are an integral part of all our training programs and have been carefully designed by our industry domain experts. They are aimed to bring together industry experts and researchers at one platform to guide and mentor learners of LiveAI. This applied AI experience will help you as a Data Scientist to succeed in the real world.
How do I get started?
The LiveAI Experience
Our dedicated and qualified team is available round the clock to help you in Q&A sessions with office hours, "Ask Me Anything" sessions, LIVE support for your queries and much more. Whatever it is, we are one click away! Also build and leverage a professional network that will help you stay motivated towards career goals.
With a course that gives you the flexibility to start, pause and end the course at your own convenience, you can prioritize the schedule to suit your work and life commitments.
Hive Projects are LiveAI's market-relevant peer-based project experience in Artificial Intelligence & Machine Learning. These graded projects provide an opportunity to apply learnings to build real-world working prototypes coupled with researchers' and industry professionals' guidance.
On successful completion of the course, we will provide you with a LiveAI certification. LiveAI's certifications are a commitment to academia and industry towards developing capable and trustworthy AI/ML professionals.
Enroll Now
Proceed to start your journey in AI industry, click on Add to Cart and you would have already taken your first big step into the world of AI.
Already Enrolled? Continue Learning
AAIE - FAQ
The tuition charges for Applied AI Essentials Self Paced Course is €299/-Â
We have a formal policy on refunds. The refund(s) are looked into on an individual case to case basis. Please have a review of the policy here.
We offer no cost installment options to those interested. Reach out to us at contact@liveai.eu where a dedicated team member will look into your request and provide you with the payment options.