Volume 11 | Issue 1 |

 Abstract

Because we live in a digital or Internet age, fake news is a serious issue in society. Social media is contributing to the seriousness of this issue. Therefore, fake news must be identified and its dissemination must be halted before it harms the nation even more. Because it can be difficult to identify fake news because of its dynamics, research into fake news identification and detection is still in its early phases. Modern AI systems and complicated problem solving both benefit from machine learning, especially when there is tacit knowledge or unknown information present. The three components that make up the fake news detection process are information retrieval, data processing/analysis, and classification. Information can be retrieved from news websites or social media via web scraping. Python data science packages like numpy can be used for data processing and analysis. and pandas. The use of NLP for filtering the information to find the news patterns. Finally, Supervised Machine Learning classifier models can be used to identify bogus news. the information to find the news patterns. Finally, Supervised Machine Learning classifier models can be used to identify bogus news. In order to identify bogus news, traditional supervised machine learning classifiers including Naive Bayes, Support Vector Machine, and Passive Aggressive were applied. However, these algorithms are insufficient to identify fake or false news in order to obtain effective outcomes or a high accuracy rate . We may create a better model utilising Deep Learning: Long Short-Term Memory (LSTM) by increasing the number of processing layers or hidden layers to efficiently train the model. Additionally, the accuracy of the model is improved by integrating Natural Language Processing (NLP) with LSTM; NLP is mostly used for text-based processing to find patterns. based on patterns will do text categorization in order to identify or group bogus or false news.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Fake, Real, Logistic Regression, Test-Train Split, Passive Aggressive Classifier.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The self compacting concrete is a binding composite which involves formworks without need of vibration and high resistance. However construction waste such as bricks is used as recycled coarse aggregate in order to improve the sustainability demands of structures. While introducing of RBC in SCC Will generate better improvement in construction sectors. In order to increasing of workability we introduce Super plasticizer in concretes. In order to enhanced the durability properties of SCC Crimped steel fiber are added as additive in the concrete mix. Crimped steel fiber develop good bonding properties with the recycled aggregate.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Recycled aggregate, steel fibers, SCC, Recycled Brick Aggregates (RBA).

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Facial images, Databases, Tensor Flow, Artificial intelligence ,Machine Learning.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Tazarotene, Nanostructured lipid carriers, Gel, Formulation, Evaluation

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Unity in diversity" - these are not just words, but something that are highly applicable to a country like India that is incredibly rich in culture and heritage. A few quotations or statements cannot describe the pedestal that India holds on to the world map because of its colourful and unique culture. From the times of Mauryas, Cholas and Mughals to the period of British Empire, India has always been famous for its traditions and hospitality. The warmth in the relations and euphoria in celebrations make the country stand out distinctively in the global fraternity. The country's liveliness and generosity attract a number of tourists to its vibrant culture which is an amalgamation of religions, festivals, food, art, crafts, dance, music and many other subtle things. Everything, from the culture and values to customs, rituals and traditions, is 'special' in this 'Land of Gods

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Hinduism, Indian, Cuture

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The governor's job and powers have become contentious in recent times. This, of course, corresponds with the rise to power of a centrist party that has a clear majority. The governors of Karnataka, Madhya Pradesh, Chhattisgarh, Kerala, Maharashtra, and of course, West Bengal have all been at the centre of controversy in recent years. However, they have done nothing to elevate the stature of their respective offices. We were mistaken if we imagined that the frequent and heated debates about the legality of governors' activities in the 1960s and 1970s would have unobtrusively ushered in some beneficial norms for the decades to come. It has been challenging to change the widespread public perception of state governors as "an agent of the centre." The current controversies have centred on the following topics: the selection of the chief minister; the determination of the timing for proving legislative majority; the demand for information about day-to-day administration; the apparent delay in giving assent to bills or reserving bills for the President; comments critical of specific state government policies; and the exercise of the governor's powers as chancellor of state universities. This paper aims to deconstruct the power game between the state and the centre in the context of constitutional legality.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Governor, Indian Constitution, Power Relation, Federalism, Controversy

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The social and economic repercussions of the coronavirus outbreak a year ago have the potential to have a long-lasting impact on gender equality, putting progress at risk and potentially pushing an additional 47 million women and girls below the global poverty line. The Beijing Declaration on the Elimination of Discrimination Against Women, adopted at the United Nations 25 years ago last year, has significantly impacted the status of women worldwide. While progress has been made, there is still a long way to go before true gender parity is achieved. This paper will examine the position of women in South African society in terms of employment, earnings, and fundamental societal structures.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Covid 19, gender equality, and South Africa, Society and politics

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

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Mother of toddler, Pamphlet, Rural areas, Toilet Training of Children

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Knowledge management, employee retention, organization, reward and recognition

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Creative Commons Attribution 4.0 and The Open Definition