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AI Career Residency: From Skills to Impact
20 Weeks
·Cohort-based Course
This course is a comprehensive, hands-on journey into the world of AI, designed to equip learners with the skills to build & manage AI App
AI Career Residency: From Skills to Impact
20 Weeks
·Cohort-based Course
This course is a comprehensive, hands-on journey into the world of AI, designed to equip learners with the skills to build & manage AI App
Experience building and lecturing at
Course overview
Master AI tools, build real-world projects, and transform into an AI leader
In this course, students will gain hands-on experience with cutting-edge AI tools, frameworks, and methodologies, empowering them to build and deploy real-world applications. From mastering foundational concepts to implementing advanced generative AI models and MLOps pipelines, learners will develop practical skills that are in high demand across industries. With personalized mentorship, collaborative projects, and a strong focus on career outcomes, this course ensures students are fully equipped to excel in AI-driven roles and lead innovation in their fields.
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Who is this course for
01
Aspiring AI Professionals
This course is designed for students, recent graduates, and early-career professionals who want to break into AI a
02
Mid-Career Switchers
Ideal for professionals from adjacent fields such as software engineering, IT, or business analytics who are looking to
03
AI Enthusiasts and Entrepreneurs
Perfect for tech enthusiasts, startup founders, and business leaders who want to integrate AI into their ve
What you’ll get out of this course
Industry Experience: Gain hands-on experience through real-world projects
Gain hands-on experience through projects from top companies. Learn to build AI models, design solutions, and tackle industry challenges, equipping you with the expertise to excel in real-world AI applications.
One on One Mentorship
Work with expert mentors offering tailored feedback, career guidance, and technical advice. Overcome challenges with confidence and accelerate your growth with personalized mentorship throughout the program.
Project-Based Learning: Build a strong portfolio with projects from leading companies
Develop real-world AI projects, from generative AI models to retrieval-augmented systems. Showcase your expertise with a job-ready portfolio designed to catch the attention of top employers globally.
High Employment Rate: Secure jobs and internships with top companies globally.
Secure internships and jobs with global companies. Leverage our alumni network, job-focused training, and exclusive career resources to fast-track your path to a successful AI career.
What’s included
Live sessions
Learn directly from Mohammad Arshad Ahmad in a real-time, interactive format.
Lifetime access
Go back to course content and recordings whenever you need to.
Community of peers
Stay accountable and share insights with like-minded professionals.
Certificate of completion
Share your new skills with your employer or on LinkedIn.
Maven Guarantee
This course is backed by the Maven Guarantee. Students are eligible for a full refund up until the halfway point of the course.
Course syllabus
Week 1
MC 00: Essential Prerequisite: Basic Python and What is Gen AI?
Understanding Generative AI
Python Basics
Setting Up Your Environment
Week 2
UI Design Principles
Version Control with Git
Collaborative Projects with GitHub
Week 3
Understanding GROQ
Working with APIs in Python
Building Your First Python App
Completing the 1st Project
Week 4
Understanding Large Language Models (LLMs)
Exploring the LLM Playground
Building Practical Understanding
Week 5
Basics of Generative AI Configuration
Comparing and Choosing LLMs
Hands-On LLM Project Development
Building and Presenting Your 2nd Project
Week 6
Introduction to LLM Wrappers
Managing Function Calls with LLMs
Data Integration Techniques
End-to-End Project: Building an Integrated LLM Solution
Week 7
Introduction to Hugging Face Ecosystem
Building Your Open-Source Project
Contributing to the Open-Source Community
Finalizing and Showcasing Your Project
Week 8
Understanding Retrieval-Augmented Generation (RAG)
Introduction to Llama Index
Building a RAG System with Llama Index
Finalizing and Presenting Your RAG Project
Week 9
Understanding Vector Embeddings
Introduction to Vector Databases
Integrating Vector Databases with Generative AI
Building and Deploying a Vector-Powered AI Solution
Week 10
Deep Dive into RAG Concepts
Advanced Tools and Techniques for RAG
Integrating Advanced RAG with Generative AI
Designing and Deploying an Advanced RAG Project
Week 11
Understanding Tokenization
Preprocessing Data for Fine-Tuning
Tools and Libraries for Tokenization and Preprocessing
Fine-Tuning Ready: Building and Validating the Dataset
Week 12
Introduction to Fine-Tuning LLMs
Parameter-Efficient Fine-Tuning (PEFT)
Exploring Quantized LoRA (QLoRA)
Hands-On Fine-Tuning Project
Week 13
What is Chain of Thought (CoT) Prompting?
Introduction to ReACT Prompting
Understanding and Building AI Agents
Hands-On Project: Building a ReACT Agent
Week 14
Week 15
Introduction to Multi-Agent Systems
Getting Started with CREW AI
Building and Deploying a Multi-Agent System
Week 16
Building Agent Workflows with LangGraph
Week 17
Langchain Advanced
Working on Capstone Project
Week 18
Building and Using GitHub
Working on Capstone Project
Week 19
Working on Capstone Project
Portfolio Creation and Presentation
Week 20
Submission of Final Capstone Project
Post-course
Career and Job Applications
What AI Residents are saying
Shukri Alnajjar
Safni Usman
Parvez Alam
Enrico Rampazzo
Meet your instructor
Mohammad Arshad Ahmad
Mohammad Arshad Ahmad
A Globally recognized expert in AI
With nearly two decades of experience, Mohammad Arshad has successfully enabled businesses to monetize their data and AI products. His technical and strategic expertise has helped 5 of the largest companies in the world, 10 SMEs, and 3 startups build effective Data and AI Strategies.
He founded Decoding Data Science in 2020, a successful AI Strategy consulting practice, and expanded into education in 2022 with the launch of DDS Academy.
Accenture, HP, Dell, LinkedIn, MAF, and other leading companies have recognized Mohammad as a Data Science and Strategy expert since 2005.
Mohammad Arshad has been teaching technical and non-technical audiences since 2008, making him a seasoned mentor and coach in the industry. He has helped 3000+ individuals get their Dream jobs.
Linkedin: 58K + Followers
Join an upcoming cohort
AI Career Residency: From Skills to Impact
Cohort 9
$2,999
Dates
Payment Deadline
Don't miss out! Enrollment closes in 3 days
Course schedule
4-6 hours per week
Saturday
2:00pm - 4:00pm GST
If your events are recurring and at the same time, it might be easiest to use a single line item to communicate your course schedule to students
Jan 18, 2025
Feel free to type out dates as your title as a way to communicate information about specific live sessions or other events.
Weekly projects
2 hours per week
Schedule items can also be used to convey commitments outside of specific time slots (like weekly projects or daily office hours).
Learning is better with cohorts
Active hands-on learning
This course builds on live workshops and hands-on projects
Interactive and project-based
You’ll be interacting with other learners through breakout rooms and project teams
Learn with a cohort of peers
Join a community of like-minded people who want to learn and grow alongside you
Frequently Asked Questions
Join an upcoming cohort
AI Career Residency: From Skills to Impact
Cohort 9
$2,999
Dates
Payment Deadline
Don't miss out! Enrollment closes in 3 days