Applied AI Essentials
Coming Soon
Estimated Time
90
Prerequisite
Python
Course Curriculum
The curriculum is spread across 5 weeks with 2 weeks dedicated to our HIVE Projects that focus on applying the knowledge and skills gained to real-world projects
Program Overview
- Meet your instructors and mentors [live session]
- Welcome to AAIE Cohort 3
- Course Overview
- Course logistics
- LiveAI Learning path
- What’s in it for you
Week 2 - Building your first Machine Learning Solution
- Deploying_web_apps_to_web _servers [OPTIONAL]
- Introduction to web frameworks
- Getting started with Unsupervised learning
- Introduction to Statistics & Probability
- Introduction to Machine Learning
- Introduction to_Reinforcement_Learning [OPTIONAL]
- Resources_C2_Cohort
- Getting started with Classification models
- Live session by Tarry Singh - Essentials of building an end-to-end Machine Learning solution from scratch
- Getting started with Regression models, Bias and Variance
Week 4 & 5- The HIVE Projects
- Introduction to Hive Projects
- Apply for completion
- Closing ceremony with LiveAI team
- Choosing your Hive project
Week 3 - Deep Dive in Deep Learning
- Building your first Deep Learning model
- Convolutional Neural Networks - hands- on implementation
- Live session by Tarry Singh - Essentials of building an AI model and Transfer Learning
- Introduction to Convolutional Neural Networks
- Introduction to Deep Learning
- Resources
- Machine Learning Model Operationalization Management (MLOps) [OPTIONAL]
- Machine Learning Project Management [OPTIONAL]
- Advanced_language_models-C2
- Introduction to Language Models
Week 1 - Programming Basics
- Getting started with ML/DL libraries
- Getting data ready for your ML/DL Problems
- Approaching real world ML/DL Problems
- Live session by Tarry Singh - Welcome to the world of AI
- Getting started with Github [OPTIONAL]
- Resources
- SQL Fundamentals[OPTIONAL]-C2
- Working on your first Machine Learning problem
- Introduction
- Foundations of AI - Tools to build your models
Recorded [LIVE] Sessions
The LiveAI Experience
Our Hive Capstone projects are an integral part of all our training programs and have been carefully designed by our industry domain experts.
Learn Industry Relevant Skills from Industry’s Best
We work and partner with renowned professionals and researchers in the field of AI/ML to deliver state of the art experience.
Work on Real World Projects that provide you with Real World Experience
Our HIVE Projects are real world projects that provide you with an opportunity to apply what you have learnt therefore giving you the confidence in your skills
Get Support from our dedicated team
Feeling stuck or not confident? Don’t worry, we have a dedicated team to guide you at every step to ensure your doubts are clarified, so that you are able to successfully complete the program
Network with Peers and LiveAI team
Share ideas, discuss your perspective, and network with professionals therefore improving your career prospects.
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.
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