π€ Neural-Network optimizers:
- Gradient Descent
- Stochastic Gradient Descent (SGD)
- Mini Batch Stochastic Gradient Descent (MBSGD)
- SGD with momentum
- Nesterov Accelerated Gradient (NAG)
- Adaptive Gradient
- AdaDelta
- RMSprop
- Adam
Read the details, here. π§
- Gradient Descent
- Stochastic Gradient Descent (SGD)
- Mini Batch Stochastic Gradient Descent (MBSGD)
- SGD with momentum
- Nesterov Accelerated Gradient (NAG)
- Adaptive Gradient
- AdaDelta
- RMSprop
- Adam
Read the details, here. π§
KDnuggets
Optimization Algorithms in Neural Networks - KDnuggets
This article presents an overview of some of the most used optimizers while training a neural network.
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π·punch card
β Herman hollerith
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π΅ computer for personal use is called?
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*White Hat hackers* are also known as Ethical Hackers. They never intent to harm a system, rather they try to find out weaknesses in a computer or a network system as a part of penetration testing and vulnerability assessments.
*Black Hat hackers*, also known as crackers, are those who hack in order to gain unauthorized access to a system and harm its operations or steal sensitive information.
*Grey Hat hackers* are a blend of both black hat and white hat hackers. They act without malicious intent but for their fun, they exploit a security weakness in a computer system or network without the ownerβs permission or knowledge.
*Miscellaneous Hackers*
Apart from the above well-known classes of hackers, we have the following categories of hackers based on what they hack and how they do it β
*Red Hat Hackers*
Red hat hackers are again a blend of both black hat and white hat hackers. They are usually on the level of hacking government agencies, top-secret information hubs, and generally anything that falls under the category of sensitive information.
*Blue Hat Hackers*
A blue hat hacker is someone outside computer security consulting firms who is used to bug-test a system prior to its launch. They look for loopholes that can be exploited and try to close these gaps. Microsoft also uses the term BlueHat to represent a series of security briefing events.
Β»Elite Hackers
This is a social status among hackers, which is used to describe the most skilled. Newly discovered exploits will circulate among these hackers.
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A script kiddie is a non-expert who breaks into computer systems by using pre-packaged automated tools written by others, usually with little understanding of the underlying concept, hence the term Kiddie.
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A neophyte, n00b, or newbie or Green Hat Hacker is someone who is new to hacking or phreaking and has almost no knowledge or experience of the workings of technology and a Green Hat Hacker is someone who is new to hacking or phreaking and has almost no knowledge or experience of the workings of technology and hacking.
Β»Hacktivist
A hacktivist is a hacker who utilizes technology to announce a social, ideological, religious, or political message. In general, most hacktivism involves website defacement or denialof-service attacks.
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Hackers can be classified into different categories such as white hat, black hat, and grey hat, based on their intent of hacking a system. These different terms come from old Spaghetti Westerns, where the bad guy wears a black cowboy hat and the good guy wears a white hat.
*White Hat hackers* are also known as Ethical Hackers. They never intent to harm a system, rather they try to find out weaknesses in a computer or a network system as a part of penetration testing and vulnerability assessments.
*Black Hat hackers*, also known as crackers, are those who hack in order to gain unauthorized access to a system and harm its operations or steal sensitive information.
*Grey Hat hackers* are a blend of both black hat and white hat hackers. They act without malicious intent but for their fun, they exploit a security weakness in a computer system or network without the ownerβs permission or knowledge.
*Miscellaneous Hackers*
Apart from the above well-known classes of hackers, we have the following categories of hackers based on what they hack and how they do it β
*Red Hat Hackers*
Red hat hackers are again a blend of both black hat and white hat hackers. They are usually on the level of hacking government agencies, top-secret information hubs, and generally anything that falls under the category of sensitive information.
*Blue Hat Hackers*
A blue hat hacker is someone outside computer security consulting firms who is used to bug-test a system prior to its launch. They look for loopholes that can be exploited and try to close these gaps. Microsoft also uses the term BlueHat to represent a series of security briefing events.
Β»Elite Hackers
This is a social status among hackers, which is used to describe the most skilled. Newly discovered exploits will circulate among these hackers.
Β»Script Kiddie
A script kiddie is a non-expert who breaks into computer systems by using pre-packaged automated tools written by others, usually with little understanding of the underlying concept, hence the term Kiddie.
Β»Green Hat Hacker
A neophyte, n00b, or newbie or Green Hat Hacker is someone who is new to hacking or phreaking and has almost no knowledge or experience of the workings of technology and a Green Hat Hacker is someone who is new to hacking or phreaking and has almost no knowledge or experience of the workings of technology and hacking.
Β»Hacktivist
A hacktivist is a hacker who utilizes technology to announce a social, ideological, religious, or political message. In general, most hacktivism involves website defacement or denialof-service attacks.
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