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Introduction The study of an object's form and structure, with an emphasis on the characteristics that hold up to continuous transformations, is known as topology. Topology has become a potent collection of tools for machine learning's analysis of complex data in recent years. Topology can offer insights into the underlying relationships between variables that may be challenging to obtain using other techniques since it concentrates on the overall structure of the data rather than specific aspects. In this article, we'll examine the function of topology in machine learning, the difficulties of applying topological techniques, and the possible advantages of this ... Read More
In Haskell, we will convert String Value to Byte value by using ord , B.pack and fromNum functions. In the first example, we are going to use (stringToBytes = map ord ) function and in the second example, we are going to call (stringToBytes = B.pack) function. And in the third example, we are going to use (byteList = map fromEnum str) function. Algorithm Step 1 − The Data.Char module is imported. Step 2 − The stringToBytes function is defined using ord function as, Step 3 − The program execution will be started from main function. The main() function ... Read More
Introduction In recent years, artificial intelligence (AI) has advanced significantly, and the discipline of machine learning is one area where this has been particularly clear. Getting enough high-quality data to train models is one of the biggest problems that machine learning practitioner’s face. Here's where artificial data comes into play. Artificial Intelligence Creates Synthetic Data for Machine Learning Artificially produced synthetic data can be used to train machine learning algorithms. The advantages of employing artificial intelligence to generate synthetic data will be examined in this article, along with some of the challenges that still need to be cleared. Generative Adversarial ... Read More
Cyborgs - An Insight With the increasing use of technology and artificial intelligence, the concept of Cyborgs has gained significant attention. Cyborgs, also known as Cyborg Hybrids, are a combination of biological and technological components. The term 'cyborg' refers to an organism that has both organic and synthetic parts, while 'hybrid' refers to a combination of two different things. Cyborgs are an exciting field of study and have many potential applications, but they also come with their own set of limitations. Below we have discussed about the applications and limitations of Cyborgs and the ethical implications of this emerging ... Read More
Introduction Artificial intelligence (AI) is rapidly becoming a driving force in the financial services industry, transforming the way companies operate and providing new opportunities for growth and innovation. From automating tedious and time-consuming tasks to providing more accurate and actionable insights, AI is playing a critical role in helping financial institutions to better serve their customers and achieve their strategic goals. Artificial Intelligence Roles in the Financial Services The use of artificial intelligence could result in significant cost reductions. Research by several leading MNCs found that banks can use AI banking tools to grow their transactions by 2.5 times ... Read More
Introduction Financial companies can utilize artificial intelligence (AI) to manage and analyze data from many sources to acquire insightful information. These ground-breaking outcomes support banks in overcoming daily obstacles to providing essential services like payment processing. Artificial Intelligence in Fintech Artificial intelligence is currently playing a significant role. Beyond the capabilities of human intelligence, it is assisting fintech companies in automating regular processes and improving outcomes. The early adoption of artificial intelligence enables fintech businesses to recognize dangers, stop fraud, automate routine processes, and improve service quality. All these result in increased productivity and earnings. Technology-enabled innovation in ... Read More
Introduction Column chromatography is one of the most versatile and widely used techniques for separating and purifying mixtures of organic compounds. It is a type of liquid chromatography where the stationary phase is a solid adsorbent material packed into a column, and the mobile phase is a liquid or gas that flows through the column. This technique is based on the principles of adsorption, partition, and ion exchange, and it can be used to separate a wide range of compounds, including small molecules, proteins, and nucleic acids. In this article, we will discuss the principle, types, and significance of ... Read More
In Haskell, We can use listArray and toList functions as well as list comprehension to convert set of string to array of string. In the first example, we are going to use (setToArray set = listArray (1, Set.size set) (Set.toList set)) function and in the second example, we are going to call (setToArray set = listArray (1, Set.size set) (toList set)) function directly from the main function. And in the third example, we are going to use (setToArray set = array (1, Set.size set) [(i, x) | (i, x) Array Int String setToArray set = listArray (1, Set.size set) ... Read More
Haskell programming has internal functions like fromList, Set.fromList and foldr functions that can be used to convert list to set. In the first example, we are going to use (listToSet = Set.fromList) function and in the second example, we are going to call (set = Set.fromList xs) function directly from the main function. Whereas in third example, we are going to use (listToSet = foldr Set.insert Set.empty) function. Algorithm Step 1 − The qualified Data.Set module is imported. Step 2 − The listToSet function is defined using fromList function as, listToSet = Set.fromList. Step 3 − The program execution ... Read More
In Haskell, we will convert List to a Map by using fromList and foldl functions. This can also be done using recursion and pattern matching. In the first example, we are going to use (listToMap xs = Map.fromList xs) function and in the second example, we are going to use (listToMap xs = List.foldl' (\acc (k, v) -> Map.insert k v acc) Map.empty xs) function. In the third example, we are going to use base and recursive case of the recursive function. Algorithm Step 1 − The qualified Data.Map module is imported. Step 2 − The listToMap function is ... Read More