Consider the following pairs:
1. Private Approach: Governments enforce MUL implementation requirements.
2. Exact Unlearning: This method completely eradicates the influence of specific data points from the model.
3. Public Approach: Data fiduciaries voluntarily adopt MUL algorithms.
4. Approximate Unlearning: Minimizes the impact of specific data on model predictions.
How many pairs given above are correctly matched?
Consider the following pairs:
1. FnCas9 : Variant of Cas9 enzyme derived from Francisella novicida
2. CRISPR-Cas9 : Natural bacterial defense mechanism against viruses
3. Quad : Group of four democracies including India, Australia, US, and China
4. Charles Darwin’s Frog : Scientific name Minervarya charlesdarwini
How many pairs given above are correctly matched?
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Consider the following statements:
1. The Telangana Anti-Narcotics Bureau has sent cease and desist notices to firms manufacturing ganja-laced chocolates that are shipped via e-commerce platforms.
2. The possession, sale, and production of marijuana are legal under the NDPS Act in India.
3. Uttarakhand has legalized the commercial cultivation of hemp.
Which of the statements given above is/are correct?
Consider the following statements:
Statement-I:
The emergence of Machine Unlearning (MUL) is crucial for maintaining data privacy, minimizing AI bias, and adhering to regulations mandating the deletion of sensitive information.
Statement-II:
Machine Unlearning (MUL) focuses on enabling AI models to learn specific information they have acquired.
Which one of the following is correct in respect of the above statements?
What is the primary focus of the MQ-9B High Altitude Long Endurance (HALE) Unmanned Aerial Vehicles (UAVs)?
Consider the following statements regarding Machine Unlearning (MUL):
1. Machine Unlearning (MUL) completely eradicates the influence of specific data points from the AI model.
2. MUL is only implemented through data-centric approaches like data reorganization and pruning.
3. Machine Unlearning is essential for maintaining data privacy, minimizing AI bias, and adhering to regulations mandating the deletion of sensitive information.
Which of the statements given above is/are correct?
What is the key difference between Machine Learning (ML) and Machine Unlearning (MUL)?
What is the FnCas9 Enzyme known for in genome editing technologies?
With reference to India's biodiversity, Ceylon frogmouth, Coppersmith barbet, Gray-chinned minivet, and White-throated redstart are:
Consider the following statements regarding the CRISPR-Cas9 system and the FnCas9 enzyme:
1. FnCas9 is derived from the bacterium Francisella novicida and is known for its higher specificity in targeting DNA sequences compared to SpCas9.
2. The CRISPR-Cas9 system uses a specifically designed RNA molecule known as guide RNA (gRNA) to cut DNA at a location specified by the gRNA.
3. Proto-spacer Adjacent Motif (PAM) is a long DNA sequence adjacent to the target site that Cas9 must recognize and bind to in order to cut the DNA.
Which of the statements given above is/are correct?