The professor's new pet fish is found dead by the housekeeper. She replaces it with another ( without telling the prof) & ithe new fish tells the professor his name is Walter. Evidently the Professor overfed the 1st one. :-(
Occasional flashback scenes, worst one is in S1E6. It's strongly implied that the main character's father was highly abusive before his death before the events of the first episode.