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Artificial Intelligence and Machine Learning

Machine Learning is a subset of Artificial Intelligence that enables systems to learn from data and make predictions or decisions 1 without explicit programming. It involves algorithms that identify patterns, make inferences, and improve performance over time.

6 comments

6 Comments

Wasif Ali

Apr 08

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Lily White

Apr 08

Extraction method of cosmetic raw materials

The extraction methods of cosmetic raw materials mainly include three categories: physical extraction, chemical extraction, and biological extraction.

Physical extraction method

Steam distillation: Put the raw materials into a dedicated device, use the temperature and pressure of water vapor to evaporate and condense the active ingredients for collection.

Solvent extraction: Mix the raw materials with a solvent, dissolve the active ingredients in the solvent through stirring, soaking, and other methods, and then obtain the extract by evaporating the solvent.

Ultrasonic extraction: Utilizing the mechanical vibration of ultrasonic waves, the active ingredients in the raw materials are rapidly released and combined with the solvent to form an extract.

Chemical extraction method

Acid base method: By adjusting the pH value, the active ingredient is dissolved under specific conditions.

Enzymatic hydrolysis: Utilizing enzymes to hydrolyze large molecular substances for easy extraction.

Esterification method: Ester compounds are generated through the reaction of acid anhydrides, and active ingredients are extracted.

Biological extraction method

Microbial fermentation method: adding microbial strains and utilizing their metabolites to transform raw materials.

Protease method: using proteases to hydrolyze proteins and extract small molecular substances such as amino acids.

The extraction process of plant raw materials

Determine extraction site: Select plant roots, stems, leaves, and other parts according to functional requirements

Selection of extraction process: Common processes include solvent extraction, ultrasonic extraction, enzyme extraction, microwave-assisted extraction, supercritical fluid extraction, etc.

Purification treatment: Further purify the extract by column chromatography separation and other methods to obtain plant extracts that can be used for subsequent evaluation.

Lily White

Feb 21

Does fuck dolls have an impact on the air?

Physical dolls have a certain impact on air quality, mainly reflected in their materials and odors. ‌

The impact of materials and odors of physical dolls on air quality

Physical dolls are usually made of materials such as silicone or TPE. These materials may produce some odors during the production process, especially for newly purchased dolls which may have a noticeable odor. Silicone dolls are usually made of non-toxic and odorless materials, while TPE materials, although environmentally friendly and non-toxic, may have some odor in the early stages of use. These odors will gradually dissipate in a well ventilated environment.

The impact of the odor of physical dolls on pregnant women

For pregnant women, although the smell of physical dolls is not a problem, it is recommended not to place them near the nose for a long time. It is best to place them in a ventilated area of the room to reduce the impact on pregnant women.

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Dec 18, 2024

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Dec 06, 2024

Artificial Intelligence and Machine Learning

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