AI/ML Career Exploration Course
"Learning is not attained by chance, it must be sought for with ardor and attended to with diligence."
— Abigail Adams
Welcome to the AI/ML Career Exploration Course! This year-long journey is designed to help you explore and build a career in Artificial Intelligence and Machine Learning. Whether you are starting fresh or enhancing your skills, this course will guide you step-by-step, from the basics to advanced topics, with a clear path and resources.
Key Learning Approach: Compound Learning
"Compound learning is the process of building knowledge and skills gradually over time, allowing each learning experience to build on the last, creating a powerful momentum in your career."
— Ayyanar Jeyakrishnan - https://www.linkedin.com/in/jayyanar/
The courses are curated to follow the principle of compound learning, which emphasizes incremental progress and consistent effort. By following this structured approach, you'll not only accumulate knowledge but also deepen your understanding, making you proficient in AI/ML.
Course Overview - All Based on my Own experience.
This program is divided into multiple levels, each containing carefully selected courses that will progressively build your skills in AI/ML. Follow the suggested duration for each level to stay on track and make the most of your learning experience.
Course Plan
| Level | Course | Duration | Link |
| Python - Level 1 | Complete Python Bootcamp | 1 Month | Enroll |
| Machine Learning - Level 100 | Machine Learning Specialization | 1 Month | Enroll |
| Math and Data Science for ML - Level 200 (Optional) | Mathematics for Machine Learning and Data Science Specialization | 1 Month | Enroll |
| Data Engineering - Level 200 | Data Engineering | 1 Month | Enroll |
| Deep Learning - Level 200 | Deep Learning Specialization | 1 Month | Enroll |
| Python - Level 2 (Intermediate) | Python for Data Science and Machine Learning Bootcamp | 2 Months | Enroll |
| Machine Learning A-Z - Level 200 | Machine Learning A-Z: AI, Python & R + ChatGPT Prize [2024] | 2 Months | Enroll |
| Deep Learning A-Z 2024 - Level 200 | Deep Learning A-Z 2024: Neural Networks, AI & ChatGPT Prize | 2 Months | Enroll |
| Advanced - Level 300 | Natural Language Processing Specialization | Pursue as per interest | Enroll |
| Advanced - Level 300 | TensorFlow Developer Professional Certificate | Pursue as per interest | Enroll |
Getting Started
Commit to Your Learning: Allocate regular time for study and practice. Consistency is key.
Enroll in the Courses: Follow the links provided in the table above to enroll in each course.
Stay on Track: Use the suggested durations to pace your learning journey.
Engage Actively: Participate in course forums, complete hands-on projects, and apply what you learn.
Network: Connect with other learners and professionals to exchange knowledge and insights.
Connect with DataOps Labs
Stay connected and updated with the latest from DataOps Labs! Follow us on our social media channels:
LinkedIn: Ayyanar on LinkedIn
Website: My Blogging Website
Twitter: @MeetAJ
YouTube: Me on YouTube
Let's embark on this exciting journey into the realm of AI and Machine Learning together!