Evolution of the Different Generations of Computers

Evolution of the Different Generations of Computers

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Rashmi
Rashmi Karan
Manager - Content
Updated on Oct 30, 2025 13:40 IST
One of the main goals of data science is to develop machine learning models from data. These models can be logical, geometric, or probabilistic. These tools bridge the gap between data engineering and data science, especially for managing machine learning pipelines and deployment. Below are some tools you can use to build and deploy models:

Computers have seen so many changes since the '40s. Today we are living in the fifth generation of computers and seeing the sixth generation very soon. The unique developments for computer generations were seen by their speed, memory, size, and ease of use. Check the evolution of generations of computers.

Generations of Computers
Table of contents
  • First Generation of Computers (1946 - 1959)
  • Second Generation of Computers (1956 to 1963)
  • Third Generation of Computers (1964 to 1971)
  • Fourth Generation of Computers (1971 to 1980)
  • Fifth Generation of Computers (1980 - Now)

First Generation of Computers (1946 - 1959)

The first generation used vacuum tube technology and was built between 1946 and 1959. Vacuum tubes were expensive and generated significant heat. These computers were very costly, so only large organisations could afford them. These computers used machine language for programming and could not multitask.
The first electronic general-purpose computer was ENIAC, which used 18,000 vacuum tubes and was built in 1943 for war-related calculations. Examples include EDVAC, IBM 650, IBM 701, Manchester Mark 1, Mark 2, etc.

First Generation of Computers

Advantages

  • Faster than mechanical computers
  • Solved simple calculations electronically

Disadvantages

  • Very large in size and occupied entire rooms
  • Consumed a lot of electricity
  • Produced massive heat
  • Very expensive to build and maintain

First Generation of Computers
First Generation of Computers
The first computers were made using vacuum tube technology, which was invented by an electrical engineer named Lee De Forest. These computers were built between 1946 and 1959 and were...read more

Second Generation of Computers (1956 to 1963) 

The second generation of computers existed between 1956 and 1963 and was an improvement over the first generation. Vacuum tubes were replaced with transistors. These computers got smaller, faster, and more efficient. Magnetic Core Memory was also introduced in the second generation of computers. That provided rapid and reliable performance, based on which, the third generation got conceptualised. These came with integrated circuits. Second Generation of Computers

Advantages

  • Smaller and faster compared with vacuum tube computers
  • More reliable and energy-efficient
  • Easier to maintain and operate
  • More commercially available to businesses

Disadvantages

  • Generated heat
  • Expensive for common users
  • Used machine and assembly language
  • Limited multitasking

Second Generation of Computers
Second Generation of Computers
Computers are categorized into different generations based on features, such as first generation computers, second generation computers, third, and so on. The second generation of computers is a term used...read more

Third Generation of Computers (1964 to 1971)

Here, microchips or integrated circuits were used to build smaller, less expensive, and much faster computers.

The 3rd-generation computers were faster than earlier generations. The time to compute reduced from micro- to nanoseconds. New input devices, such as the mouse and keyboard, replaced the older punch-card method. Some new features, such as multi-programming, time-sharing, and remote processing, got introduced. It enabled multiple people at different locations to share computer resources.

Advantages

  • Smaller and powerful
  • Cheaper than earlier generations with more efficiency
  • Higher-level languages were supported

Disadvantages

  • Required cooling systems

  • Still expensive for individual use

  • Their maintenance depended on qualified technicians

  • Some hardware limitations were there

Third Generation of Computers
 

Third Generation of Computers
Third Generation of Computers
Between 1964 and 1971, the third generation of computers shrank in size but grew in capability, thanks to integrated circuits. Keyboards and mouse emerged, changing how we interact with technology....read more

Fourth Generation of Computers (1971 to 1980)

Fourth-generation computers were developed in 1972. These computers used Very Large Scale Integration (VLSI) circuits that had about 5000 transistors to run complex computations.
Fourth-generation computers had more capacity to hold main memory. These were faster and became more dependable than the previous generations. Plus, they were more portable, smaller, and used less electricity. It was Intel that developed the first microprocessor and used in a 4th-generation one.
This gen. used LSI chip technology. The first supercomputers came during this generation. They used coding languages such as C, C++, and DBASE, and performed many high-accuracy calculations. Fourth Generation of Computers

Advantages

  • Very small, fast, and inexpensive
  • Suitable for personal use 
  • Highly reliable and efficient with energy

Disadvantages

  • It can get outdated very quickly
  • Overheating

Fourth Generation of Computer
Fourth Generation of Computer
Fourth-generation computers were released in 1972 after third-generation computers that used microprocessors. They used Very Large Scale Integrated (VLSI) circuits, also called microprocessors, which comprise many integrated circuits on a...read more

Fifth Generation of Computers (1980 - Now)

The fifth generation of computers is what we are using today. These have AI technologies for most operations, where the input methods are languages like Python, R, C#, and Java. This generation uses ULSI technology, parallel processing, and AI for scientific computation and AI software development. They're quite capable of doing complex operations. Recognising images, interpreting speech, and understanding natural languages. These are laptops, desktops, notebooks, and Chromebooks. 

Third Generation of Computers
Third Generation of Computers
Between 1964 and 1971, the third generation of computers shrank in size but grew in capability, thanks to integrated circuits. Keyboards and mouse emerged, changing how we interact with technology....read more

Sixth Generation of Computers
Sixth Generation of Computers
From 2000 to present day, computers have gone through a significant evolution resulting in the most advanced stage of computer technology known as the sixth generation of computers. This generation...read more
About the Author
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Rashmi Karan
Manager - Content

Rashmi Karan is a writer and editor with more than 15 years of exp., focusing on educational content. Her expertise is IT & Software domain. She also creates articles on trending tech like data science,

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