<prompt> Theha sehlopha sa lipotso ho hlahloba tsebo ea motho ea ho ithuta ka mochini.nan  <response>: Instruction in English: Develop a set of questions to assess someones knowledge of machine learning. . Response in English: 1.What is machine learning, how is it different from artificial intelligence and deep learning?2. What are the main types of machine learning? Please give an example for each.3.What is a training dataset, and how is it different from the data that the model hasnt seen?4.What is the role of the cost function in machine learning process?5.What is supervised learning and unsupervised learning?6.What are some widely used models you are familiar with, what category of machine learning would you classify them?7.Can you explain what overfitting means, and how it can be prevented or solved? 8.What is the bias-variance tradeoff in machine learning?9.What are some common techniques used when pre-processing data for machine learning?10.Have you ever used tools such as k-fold cross-validation? If so, can you explain it and why you used it?11.What are hyperparameters, and how are they normally optimized?12.Can you explain what an artificial neural network is, and its basic architecture?13.How does Gradient Descent work?14.What should you do if your machine learning model is performing poorly? . Response in Sesotho: 1.Ho ithuta ka mochine ke eng, ho fapane joang le bohlale ba maiketsetso le thuto e tebileng? 2. Mefuta e ka sehloohong ea ho ithuta ka mochine ke efe? Ka kopo fana ka mohlala ho e mong le e mong. 3.Nalane ea koetliso ke eng, me e fapane joang le data eo mohlala o sa e boneng? 4.Ke karolo efe ea tsebetso ea litšenyehelo tsebetsong ea ho ithuta ka mochini? 5. Thuto e okametsoeng ke eng le thuto e sa laoleheng? 6.Ke mefuta efe e sebelisoang haholo eo u e tloaetseng, ke mofuta ofe oa thuto ea mochini oo u ka o khethollang? 7.Na u ka hlalosa hore na ho fetella ho bolela eng, le hore na ho ka thibeloa kapa ho rarolloa joang? 8.Ke khoebo efe e fapaneng ea leeme thutong ea mochini? 9.Ke mekhoa efe e tloaelehileng e sebelisoang ha ho etsoa data pele ho thuto ea mochini? 10.Na u kile ua sebelisa lisebelisoa tse kang k-fold cross-validation? Haeba ho joalo, na u ka e hlalosa le hore na ke hobaneng ha u e sebelisitse? 11.Li-hyperparameter ke eng, me hangata li ntlafatsoa joang? 12.Na u ka hlalosa hore na marang-rang a neural a maiketsetso ke eng, le meralo ea eona ea motheo? 13. Gradient Descent e sebetsa joang? 14.U lokela ho etsa eng haeba mochini oa hau oa ho ithuta o sa sebetse hantle? 