abhishekmishrag

[abhishekmishrag]

DEEP LEARNING

DEEP LEARNING

The creation and usage of artificial neural networks is the main focus of the machine learning branch known as "deep learning." These neural networks, which are made up of linked nodes (neurons) arranged in layers, are modeled after the composition and operations of the human brain. In deep learning, the usage of numerous layers in the neural network is referred to as "deep".

Important ideas and elements of deep learning consist of:

Artificial neural networks, which have three layers—an input layer, one or more hidden layers, and an output layer—are used to create deep learning models. Nodes in each layer are interconnected with nodes in other layers.

Neural networks with several hidden layers are called deep neural networks, or DNNs. The network's depth enables learning.

Data representations that are hierarchical, making it possible to capture intricate patterns and features. Training: A technique known as back propagation is used to train deep learning models on huge datasets. In order to reduce the discrepancy between its predictions and the actual results in the training data, the model modifies its weights and biases during the training process. Activation Functions: To provide non-linearity to the model and enable it to recognize intricate relationships and patterns in the data, nodes in a neural network employ activation functions. Convolution Neural Networks (CNNs): These are specific deep learning architectures made to handle data that resembles a grid, like pictures. Convolution layers are a tool used by CNNs to automatically and adaptively learn feature spatial hierarchies. Recurrent Neural Networks (RNNs): By incorporating loops into the network architecture, these networks are made to handle sequential data.

[abhishekmishrag]

MANAGER G

share market

share market is a trading platform The phrase "stock market" describes a number of marketplaces where shares of publicly traded corporations are purchased and sold. Both official exchanges and over-the-counter (OTC) markets that follow strict guidelines are used for these kinds of financial transactions.

It's common to use the terms "stock market" and "stock exchange" interchangeably. On one or more of the stock exchanges that make up the larger stock market, traders in the stock market purchase or sell shares.

A share market is an online marketplace where buyers and sellers exchange publicly traded company shares.

The primary and secondary markets are the two categories.

Financial instruments that are exchanged on a stock exchange include bonds, shares, mutual funds, and derivatives.

The share market and the stock market operate differently, despite their common usage.

Return on investment As the majority of the listed shares are equity shares their value is directly related to the value of the company, thus when a company is doing well there is a substantial capital appreciation in the shares of the company which provides good returns.

Right to vote ...

Contribution to economic growth ...

Easy to buy and sell ...

Dividend income

HDFC Bank  1,670.85 -15.86  -0.93%   4,070.26

RIL   2,565.05 2.50  0.09% 2,117.17

ICICI Bank 994.30  -10.11  -1.00%   2,087.60

Axis Bank  1,088.30 -7.11 -0.64%  1,162.01

Wipro 462.65  28.65 6.60% 1,049.93

Infosys 1,562.90 26.91 1.75% 1,041.47