Month: January 2023

It is undeniable that modern technology nowadays has become reliable to us in improving our quality of life. Technology has helped us reduce human errors to ensure that all our task is working smoothly. The incredible new field of research known as machine learning is slowly but surely becoming more and more prevalent in day-to-day life. Machine learning can be found virtually everywhere, from personalised advertisements to the detection of cancer cells. The high-level activities that are completed by simple code blocks bring up the question of how machine learning is actually carried out. Continue reading this article to learn the introduction to applied machine learning malaysia.

What is machine learning?

The process of creating computer systems that can learn and improve on their own via the use of specialised programming is referred to as machine learning.

The end goal of machine learning is to develop algorithms that can automatically assist a system in gathering data and using that data to learn more about its environment. It is envisaged that systems will search for patterns in the data that have been acquired and then use those patterns to make important decisions on their own.

In general, machine learning refers to the process of teaching computers to think and behave like people, demonstrate intelligence comparable to that of humans, and develop their own brains. Existing machine learning models are already capable of doing tasks such as the following in the actual world:

• Identifying legitimate messages from unwanted ones, as is done in Gmail
• Modifying grammatical and orthographic errors, such as those displayed by autocorrect

The development of machine learning has allowed for the creation of design systems that are capable of demonstrating uncanny human-like reasoning. These systems are able to carry out tasks such as the following:

• Recognition of both images and objects
• Identifying and avoiding fake news
• Understanding written or spoken words
• Bots that interact with humans on websites in the same way that humans do
• Cars that drive themselves

How does machine learning works?

1. Collecting Data: 

Machines learn from your data. Your machine learning model needs accurate data to identify patterns. Data quality determines model accuracy. Incorrect or obsolete data will yield irrelevant results or predictions.

2. Data Preparation: 

• Combining and randomising your data. This ensures data distribution and does not impair learning.
• Cleaning data to eliminate undesirable data, missing rows, columns, duplicate values, data type conversion, etc. You may need to rearrange the dataset and update rows and columns or indexes.
• Visualize the data to understand its structure and relationships between variables and classes.
• Splitting cleansed data into training and testing sets. Models learn from the training set. Testing your model after training uses a set.

3. Selecting a Model: 

A model decides the output of a machine learning algorithm using collected data. Choose a model that fits the task. Scientists and engineers have developed models for speech recognition, picture recognition, prediction, etc. In addition, you must decide if your model is best for numerical or categorical data.

4. Model Training: Machine learning’s most crucial stage. Your machine learning model finds patterns and predicts from prepared data in training. The model learns from data to complete the task. Training improves model prediction.

5. Evaluating the Model: After training your model, evaluate its performance. The model is tested on new data. Our testing set is unseen. If testing is done on the same data as training, the model will detect the same patterns and give an inaccurate metric. This yields disproportionate precision.

6. Parameter Tuning: Check your model’s accuracy after creating and testing it. Tuning model parameters does this. Programmers choose model parameters. Accuracy is highest at a parameter value. Parameter tweaking determines these values.

7. Predicting

Your model can reliably anticipate unknown data.

For further information about this topic, visit introduction to applied machine learning malaysia.

How to choose the right nipple cream ?

The first and the major step in choosing the right type of nipple cream is that you have to ensure the authenticity of the product and its ingredients. It is important to carefully go through the ingredients list first before making the purchase. Mothers often fall for its sweet fragrance when eyeing on a nipple cream, that should be avoided at any cost. The smell that you get from nipple cream is due to the external fragrance that is added to it. This may cause rash and even redness on your nipple area so go for the ones that do not have any type of harsh chemicals and fragrance. 

If you have the chance go for organic, all natural products so you know that you are in the right hands. Ingredients like olive, coconut, shea butter are generally safe ingredients which is also good in a sense that it has moisturizing properties that would nourish your skin. Try avoiding any products containing petroleum jelly or vitamin e oil as it would damage your skin barrier. 

Application guideline

1) Take a pea sized amount of cream using your fingers. 

2) Place the cream onto your areola area in circular motion 

3) For dried and peeling nipple, it is recommended for mother to massage the nipple area before the cream dries off

Pro tip: It is not important not to take more than what is already instructed, this would further dry your skin 

Cost comparison 

While going for the ones which are of good quality, it is also important for you to take a note of the price while picking the nipple cream. The organic ones would definitely be on a pricer note, so if you dont have the money for it go for the normal ones. It is also easily available in drug stores, which you can get for a cheaper price. 

Determine whether you prefer a high-end brand or are more of a value-oriented person. Even if it was consumed while breastfeeding, a more expensive nipple lotion might contain more organic elements that are safer for mother and baby. Therefore, consider taking note of the price before going for the nipple cream malaysia. Nipple cream can also be found in drugstores so you can also get it from there. 

Extra nipple care tips 

– Opt for underwears that are soft to the skin and are made out of delicate material. Harsh and rough material would create friction and damage the delicate skin area 

– If you experienced prolonged dryness in your nipple are, try smearing breastmilk in its area to increase the hydration in your nipple area

– Frequently change nursing pads to reduce the risk of bacteria or fungal infection. Damp nursing pads and humid weather combined are great contributors to the growth of bacteria.