Python ML

🔧 Must-Have Skills
Languages: Python, SQL
Generative AI: OpenAI, Anthropic, Google, Llama
Machine Learning & Deep Learning: Transformers, BERT, CNN, LSTM, RNN, Decision Trees, Random Forest, Boosting, Clustering, PCA, Linear & Logistic Regression
Strong experience with AI/ML model development and deployment

🌟 Nice to Have
Frameworks/Packages: AutoGen, CrewAI, LangGraph, AWS, Sagemaker, TensorFlow, Keras, Numpy, Pandas, NLTK, Scikit-learn, Matplotlib, SpaCy, Gensim
Databases: PostgreSQL, Hadoop, Spark, MongoDB