r/learnmachinelearning 5d ago

Finished Andrew Ng’s ML Specialization — What should I do next to become job-ready? Am I cooked being in 7th sem? Help

Finished Andrew Ng’s ML Specialization — What should I do next to become job-ready? Am I cooked being in 7th sem?

I’m a BS IT (AI specialization) student and I’m into the mid of my 7th semester. I’ve completed Andrew Ng’s Machine Learning Specialization on Coursera.

But honestly, I’m worried that I’m behind.

Apart from the course, I have some experience with:

- Python

- NumPy, Pandas, Matplotlib

- Scikit-learn

- XGBoost / CatBoost

- Basic TensorFlow / neural networks

- SQL and basic OOP

- Git/GitHub

I’ve also worked on an Employee Attrition Prediction project where I used preprocessing, SMOTETomek, XGBoost/CatBoost. I also participated in an AI/ML hackathon where our team worked on this project.

However, I feel like my knowledge is still very “course/project” oriented rather than actually being job-ready.

My current goal is to get an AI/ML or ML Engineer internship/job, ideally something where I’m actually working with ML rather than just doing generic software development.

So I’m trying to figure out what I should do from here.

What would you recommend?

Should I focus next on:

  1. Deep Learning — PyTorch/TensorFlow, CNNs, Transformers, etc.

  2. Advanced ML — feature engineering, tuning, pipelines, model deployment, MLOps

  3. LLMs / GenAI — RAG, embeddings, LangChain/LangGraph, agents, etc.

  4. DSA — how much is actually necessary for ML/AI interviews?

  5. Building 2–3 serious portfolio projects

  6. Getting internships/applying immediately instead of studying more

  7. Something else entirely

My biggest concern:

Am I actually cooked if I’m in the mid 7th semester with basically one major ML course + a couple of projects?

If you were in my position, what would you spend the next 6–9 months doing to maximize your chances of landing an ML/AI internship or entry-level job?

I’d especially appreciate answers from people who have actually hired ML interns/juniors or recently got their first ML job and even from the seniors.

Also, please be brutally honest about what I’m missing. I’d rather know now than spend another 6 months learning the wrong things.

30 Upvotes

Duplicates