Cheese, a long-standing staple in culinary traditions, is currently experiencing a remarkable surge in both popularity and innovation. This chapter delivers an in-depth discussion of the manufacturing processes of diverse cheese varieties, focusing on recent advancements and innovations in production techniques. With the increasing global demand for traditional and alternative cheeses, this chapter examines the production of five key categories: stretched, vegan, whey, dry milk, and hybrid cheeses. Each section delves into the composition, standards, methodologies, and modern technological interventions that have revolutionized cheese manufacturing. Key aspects such as ingredient selection, fermentation processes, and curd formation are discussed, alongside packaging and storage practices tailored to the needs of each type of cheese. Recent advancements such as automation, improved bacterial cultures, and innovations in plant-based alternatives are highlighted. Additionally, sustainability challenges, consumer trends, and future directions for cheese production are considered, offering a comprehensive view of the evolving landscape of cheese manufacturing. This chapter aims to bridge traditional techniques with contemporary practices, providing insights into both dairy-based and plant-based cheese production.