-
GenAI – Prompt Design Fundamentals.
-
GenAI – Introduction To Gen AI
-
SQL – Interview Question & Answers
SQL – Interview Question & Answers Table Of Contents: Write A SQL Query To Retrieve All Columns From A Table Named “Employees”. Write A SQL Query To Retrieve The Names Of Employees Who Earn More Than $50,000 Per Year. Write A SQL Query To Retrieve The Total Number Of Employees In Each Department. Write A SQL Query To Retrieve Highest Salary From Salaries Table. Write A SQL Query To Rederive Names Of Employees Who Joined In 2021. Write A SQL Query To Calculate The Average Salary Of Employees. Write A SQL Query To Retrieve Top 5 Highest Paid Employees. Write
-
MLOps – What Is MLOps ? & Why MLops ?
MLOps – What Is MLOps ? & Why MLops ? Table Of Contents: What Is MLOps ? Why MLOps ? (1) What Is MLOps ? (2) Example Of MLOps . (3) Why MLOps ?
-
MLOps – Syllabus
MLOps – Syllabus Table Of Contents: Foundations Of MLOps. ML Model Development & Experimentation. Packaging and Reproducibility. Model Deployment Techniques. Cloud MLOps (Intermediate). Pipelines and Orchestration. Monitoring and Observability (Advanced). Security, Governance, and Compliance. Advanced Topics in MLOps Real-World Capstone Projects
-
GenAI – What Is RLHF ?
-
GenAI – What Is DAPT / TAPT ?
-
GenAI – Difference Between Precision@k & Recall&k
Data Science – Difference Between Precision@k & Recall&k Table Of Contents: Difference In Precision@k & Recall@k. Example Scenerio. Comparison Table. Summary. (1) Difference In Precision@k & Recall@k. (2) Example Scenario (3) Comparison Table
-
GenAI – How To Evaluate The Performance Of The RAG Pipeline In Q & A Model ?
GenAI – How To Evaluate The Performance Of The RAG Pipeline In Q & A Model ? Table Of Contents: How To Evaluate The Performance Of The RAG Pipeline ? Overview Of The RAG Evaluation Of Q & A. Step by Step Evaluation Process. Summary What To Measure At Each Step . (1) How To Evaluate The Performance Of The RAG Pipeline ? (2) Overview Of RAG Evaluation Q & A . (3) Retriever Performance (4) Generator Performance (5) Groundedness / Hallucination Evaluation (6) End-to-End / Overall Pipeline Performance (7) Summary Table
-
GenAI – What Is CSAT & NPS Score ?
