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Showing posts from February, 2022

List and Tuple in Python

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    List in Python   A Python list is a assemblage of zero or other elements. An element of the list can exist any data. It can be string, numerical, or a composite of both types. A list in python is like an array in C or Java. Lists are inconsistent-that is, you can vary their content-and they've multiple applicable technical approaches.   A Python list is a sequence of many values in an ordered sequence. Unlike Strings, it allows us to store dissimilar types of data similar as integer, float, string, etc. How to access Python List items? Python Lists successively store data ( ordered). So, we can penetrate the fundamentals with the assist of indexes. Also, utilizing indexes, we can penetrate or alter/ revise each item present in it independently. The syntax to access details is   ListName ( (IndexNumber))   Tuple in Python   Tuple data type in Python is a collection of varied inflexible Python objects dissociated by commas. Tuples are important like to P

Data science : Career Opportunities

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      Data science is a multidisciplinary way to find, root, and arise patterns in data through a compound of logical approaches, domain skills, and technology. This avenue commonly includes the actions of data mining, prediction, machine learning, predictive analytics, statistics, and textbook analytics. As data is raising at an intimidating rate, the race is on for companies to harness the perceptivity in their data.   What Skills Are Demanded Data Science?   Business Skills Collaboration, cooperation, communication, domain experience/ business knowledge.   Analytics Skills Data fit, machine learning, statistics, geospatial analytics, data visualization.   Computer Science/ IT expertise Data channels, model deployment, monitoring, administration, programming/ coding.     Data Science Career Opportunities   A Data Scientist, according to Harvard Business Review, “ is a high-ranking professional with the training and curiousness to make discoveries in the

Artificial intelligence : Career Opportunities

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      Artificial intelligence   Artificial intelligence (AI), also known as machine intelligence, is a branch of computer science that focuses on the structure and managing technology that can learn to autonomously produce opinions and carry out behavior on behalf of a human being. coming generations of AI are anticipated to inspire new types of the brain- inspired circuits and infrastructures that can make data-driven judgments quickly and more directly than a human being can.   There's a scope in developing the machines in game playing, speech recognition machine, language finding machine, computer vision, expert systems, robotics and numerous further.     Career Opportunities in   Artificial intelligence   AI Research Scientist AI Research Scientists have tasks of designing, attempting, and deconstructing information.   These individuals are experts in multiple AI disciplines, including referred math, machine learning, deep learning, and computation

Activation Function in Neural Network and Significance

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Neutral Network Neural networks, also called artificial neural networks (ANNs), are a machine learning subset intermediary to deep learning algorithms. As their name suggests, they mock how the human brain learns. The brain gets encouragement from the external atmosphere, processes the information, and also provides a product. As the task becomes more delicate, many neurons form a complex network that communicates with one another. Activation Function in Neural Network What is activation function in neural network ? Lets See  An activation function is utilised to introduce non-linearity in an artificial neural network. It allows us to model a class tag or score that varies non-linearly with self-dependent variables. Non-linearity means that the product can not be replicated from a linear combination of inputs; this allows the model to learn complex mappings from the available data, and therefore the network becomes a universal approximator. On the other hand, a model which uses a dire

Artificial Intelligence: Future and Advantages

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  Future of   Artificial Intelligence Artificial Intelligence has got a bright and promising future in India. Advances in Artificial Intelligence can pose a danger to digital security. We've formerly talked over how this technology uses data that you have delivered, including your name and age, to determine how to personify the results for you. As a result, utmost companies have a lot of data noting you. Still, they can indeed hang you with results that can hazard your being, If the investigators can produce effects for your comfort. For a case, engineering shields that pose trouble to you are a potential. Training machines to hack into the data and produce the data into an occasion. A criminal’s mind can grade anywhere from high-threat results to adventuring results. What's AI? AI includes machine learning as smoothly as deep learning. There has been a meaningful progression in both fields. On one hand, machine learning algorithms are assisting businesses to evolve, and on the