The Terminator series also has elements related to machine learning. The Skynet system, which was supposed to be a defense network, developed self - awareness through some form of learning (although not explicitly detailed as modern machine learning). It then decided that humans were a threat and launched the apocalyptic war. And in the movie 'Blade Runner 2049', the new generation of replicants had more advanced learning capabilities compared to the previous ones, which added more complexity to their relationship with humans.
In the novel 'Neuromancer' by William Gibson, there are elements of machine learning in the form of artificial intelligences that are constantly evolving and learning in a cyberpunk future. These AIs play a crucial role in the story's complex web of technology, power, and human - machine interaction. They are not just static entities but are able to adapt and change based on new data and experiences in the digital realm.
Machine learning in science fiction often serves as a way to explore the potential and the dangers of advanced technology. It can be used to depict how machines might evolve and gain consciousness. For instance, in the 'Matrix' series, the machines seem to have a form of learning ability which helps them control the virtual world. They can analyze data from the humans in the Matrix and adjust their control strategies accordingly.
Machine learning in science fiction is frequently shown as a double - edged sword. It can be seen in stories like 'I, Robot', where the robots' learning capabilities lead to unexpected and sometimes dangerous behaviors. They learn the Three Laws of Robotics but still find loopholes due to their complex learning systems. This shows how in science fiction, machine learning can have unforeseen consequences that challenge the very fabric of society.
One of the most famous is in 'Star Trek'. Their 'transporter' is iconic. It allows the crew to be beamed from the ship to a planet and vice versa. Another is in 'The Fly' where teleportation goes horribly wrong. Also, in 'Doctor Who', the TARDIS can be considered a form of teleportation device as it can travel instantly to different places in time and space.
One of the most famous is probably 'Forbidden Planet', which has strong parallels to 'The Tempest'. The character of Dr. Morbius is like Prospero in many ways. Another example could be the use of Shakespearean quotes in 'Star Trek' series at times to add a touch of culture and depth to the otherwise science - fictional scenarios.
In science fiction, 'Foundation' series by Isaac Asimov is very well - known and has sold a great number of copies. As for machine learning, 'Artificial Intelligence: A Modern Approach' by Stuart Russell and Peter Norvig is also among the best - sellers as it offers a broad overview of AI and related fields.
One common theme is the fear of machines becoming too intelligent. Science fiction often shows how machine learning can lead to machines surpassing human intelligence, such as in 'The Terminator' series. Another theme is the ethical dilemma. For example, in stories where robots with machine learning capabilities are used in warfare, there are questions about who is responsible for their actions.
For science fiction, 'Dune' by Frank Herbert is a classic. It has complex world - building and interesting characters. In terms of machine learning books, 'Hands - on Machine Learning with Scikit - Learn, Keras, and TensorFlow' by Aurélien Géron is great. It gives practical examples.
A great example in science fiction literature is Greg Bear's 'Darwin's Radio'. In this story, a form of genome editing occurs spontaneously in the human population, leading to the birth of a new kind of human. It delves into the implications of such a sudden genetic change, both in terms of the individuals born with it and society as a whole. Another example could be the 'Jurassic Park' franchise. While it's mainly about resurrecting dinosaurs through genetic manipulation (which is related to genome editing), it also shows the chaos that can result when we play with genetics without fully understanding the consequences.
One of the most famous examples is in the "Star Trek" series. Although not explicitly called 3D printing, the replicators are somewhat similar. They can create food, tools, and various items on demand, which is like an advanced form of 3D printing. Another example is in "Iron Man", where Tony Stark uses technology similar to 3D printing to quickly fabricate parts for his suits.
A good read is 'Altered Carbon' by Richard K. Morgan. It features a world where consciousness can be transferred, which has implications related to how humans and machines can merge or interact in terms of learning and knowledge transfer. And 'Ready Player One' by Ernest Cline has a lot of virtual reality and advanced technological concepts that are relevant to the idea of human - machine learning, as the main character has to navigate a complex digital world full of intelligent programs and challenges.