Trending February 2024 # Mastering App Cloning On Xiaomi Phones: The Ultimate Guide # Suggested March 2024 # Top 3 Popular

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In this article, we will discuss how to clone apps on Xiaomi phones in detail. We will cover both the Dual Apps menu and the MIUI Downloader app, so you can choose the method that works best for you.

How to Clone Apps on Xiaomi Phones: A Comprehensive Guide

Using the Dual Apps menu

The Dual Apps menu is the most common way to clone apps on Xiaomi phones. To do this, follow these steps:

Tap on the app that you want to clone.

Tap on the Create button.

Follow the on-screen instructions to complete the cloning process.

Here are some of the benefits of using the Dual Apps menu:

It is the most straightforward way to clone apps.

It is compatible with most Xiaomi phones.

It does not require any third-party apps.

However, there are also some drawbacks to using the Dual Apps menu:

Not all apps are compatible with Dual Apps.

The cloned apps are not always as stable as the original apps.

The cloned apps may not be able to access all of the features of the original app.

Using the MIUI Downloader app

Download and install the MIUI Downloader app from the Google Play Store.

Open the MIUI Downloader app.

Go to Func. hidden.

Scroll down and tap on Dual Apps.

Tap on the Create button.

Select the app that you want to clone.

Follow the on-screen instructions to complete the cloning process.

Here are some of the benefits of using the MIUI Downloader app:

It allows you to clone apps that are not compatible with the Dual Apps menu.

The cloned apps are more stable than the cloned apps created using the Dual Apps menu.

The cloned apps can access all of the features of the original app.

It is a third-party app, so it may not be as safe as the Dual Apps menu.

It may not be compatible with all Xiaomi phones.

Which method should I use?

The method that you use to clone apps on your Xiaomi phone depends on your preference. If you are comfortable with the default settings on your phone, then you can use the Dual Apps menu. However, if you want to clone apps that are not compatible with the Dual Apps menu, or if you want to have more stable cloned apps, then you can use the MIUI Downloader app.

What are the benefits of cloning apps?

There are several benefits to cloning apps on your Xiaomi phone. For example, you can use it to:

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Have two separate accounts for the same app. This is useful if you want to use two different WhatsApp accounts on the same phone, or if you want to have a separate work account for Facebook.

Use the same app for different purposes. For example, you could clone the Chrome app and use one instance for personal browsing and the other instance for work browsing.

Test new features. If you are a developer, you can clone an app to test new features before releasing them to the public.

Is there anything I should keep in mind when cloning apps?

Yes, there are a few things you should keep in mind when cloning apps:

Cloning apps can use up more storage space. This is because each cloned app will have its own data and settings.

Cloning apps can drain your battery. This is because each cloned app will be running in the background.

Cloning apps can slow down your phone. This is because your phone will have to run two instances of the same app.

What are the limitations of cloning apps?

There are a few limitations to cloning apps. For example, you cannot clone system apps, and some apps may not work properly when cloned. Additionally, cloning apps can use up more storage space and battery life.

What are some alternatives to cloning apps?

If you are looking for an alternative to cloning apps, you could use a different app that allows you to have multiple accounts. For example, you could use Parallel Space or App Cloner. These apps allow you to create multiple instances of the same app, each with its own data and settings.

What are the legal implications of cloning apps?

The legal implications of cloning apps vary depending on the app and the country in which you are using it. In some cases, it may be legal to clone an app, while in other cases it may be considered a violation of the app’s terms of service. It is important to check the laws in your country before cloning any apps.


Cloning apps is a useful feature that can be used for a variety of purposes. However, it is important to keep in mind the potential drawbacks of cloning apps before you use this feature.

Here are some additional tips for cloning apps on Xiaomi phones:

Only clone apps that you trust. Cloning apps that you do not trust could give them access to your personal data.

Be careful about how many apps you clone. Cloning too many apps could slow down your phone or use up too much storage space.

Keep your cloned apps up to date. Just like your original apps, your cloned apps should be kept up to date with the latest security patches.

Additional things to consider when cloning apps:

Some apps may not work properly when cloned. This is because some apps are not designed to be run in multiple instances.

Cloning apps can be a security risk. If you clone a social media app, for example, the cloned app could be used to access your personal data.

Cloning apps can be against the terms of service of some apps. If you are caught cloning an app that you are not supposed to clone, you could be banned from using the app.

Overall, cloning apps is a useful feature, but it is important to use it wisely. If you are considering cloning apps, be sure to weigh the benefits and risks before you do so.

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Ios 7: The Ultimate Weather App Guide

The stock Weather app is a simple pre-installed application that utilizes weather data from Yahoo. The Weather app makes it easy to quickly view weather conditions and forecasts for a variety of locations at once. It feature location awareness, meaning it can dynamically update to reflect weather conditions in your current area, even when jet-setting across the country or the world.

The Weather app isn’t the most robust or feature-filled app on the block, but it’s good enough to get you by in a pinch. Have a look as we walk through each of the features available in this stock application.

Table of contents


The stock Weather app’s main view is broken up into three different sections: location details, hourly forecast, and 5-day forecast. There’s also a weather rollup available, which will show you a brief overview of all of your added weather locations simultaneously.

In this tutorial, we’ll show you how to add a new weather location, and how to enable or disable location awareness. By the end of this guide, you should know everything that there is to know about the stock Weather app.

Location details

The very top of the Weather app contains the location details for the current location selected. These details include the name of the city, the current weather status, and the current temperature. At the bottom of this section, you’ll see the day of the week, along with the low and high temperature for the day.

Tap to view additional location details

If you tap on the location details, you’ll gain additional weather information for the location. These details include the current humidity, chance of rain, wind direction and speed, and the “feels like” temperature, which takes into account things like the the wind chill factor.

The background of the location details will also reflect the current weather status. Sometimes you’ll see things like animated rain drops, snow flurries, or, if it’s nice in your current location, sunshine.

Hourly forecast

Below the location details rests the hourly forecast for the current location selected. The hourly forecast is a scrollable section that extends for the next 12 hours on the hour. The hourly forecast includes the hour, temperature predicted for that hour, and a glyph representing the predicted conditions.

You can scroll the hourly forecast

The hourly forecast features listings for both sunrise and sunset with exact times for each event. For hours with chances for precipitation, you’ll find a percentage representing the chance of said precipitation.

5-day forecast

The 5-day forecast is static

The 5-day forecast is a static prediction of the next five days for a particular location. Here, you’ll find the day of the week, a glyph representing prediction conditions, and low and high temperatures for that day. Unlike the hourly forecast, precipitation chances aren’t represented by percentages, even if precipitation is expected for a given day.

Switching between locations

There are two ways to switch between the locations that you have configured in the stock Weather app. The easiest way to do so is to use a swipe gesture on any main weather view. You can gain context as to where you are within the app by looking at the page indicators at the bottom of the app. The dots represent pages, and the arrow indicator, which should always appear first, represents the location based aware page.

Swiping through multiple locations

You can also switch between pages by using the rollup feature. For more details on the rollup feature, see the next section of this tutorial.

Weather rollup

The weather rollup is a way to view all of the locations that you have configured in the stock Weather app, and it can be used to switch between locations. It’s also the only way to access the ability to add locations, remove locations, or switch between Fahrenheit and Celsius.

Using the list button or pinch-to-close

To access the weather rollup, you have two options: use a pinch-to-close gesture on any main weather view, or tap the list button located in the bottom right-hand corner. To switch back to any main view, tap the location that you wish to switch to, or use a pinch-to-open gesture on the cell containing your desired location.


Adding, deleting, and rearranging locations

You may add, delete, or rearrange any of the cells appearing in the weather rollup view, except for the city that’s present due to location awareness. This cell cannot be deleted or moved. If you wish to remove the location aware cell, see the Enabling and disabling local weather section of this tutorial.

Adding locations

Adding a new weather location

To add a location to the Weather app, tap the ‘+’ button in the bottom right-hand corner of the weather rollup view. You’ll see a sheet that allows you to enter a city, zip code, or airport location. Enter the desired location details, and then tap on the result that you wish to add.

Deleting locations

Deleting a location

To delete a location, simply perform a swipe from right to left gesture on a location while in rollup view. Doing this will display a red Delete button, which, when tapped, will delete a location.

Rearranging locations

Rearranging locations

To rearrange a location, tap and hold on the cell you wish to move while in rollup view. This will cause the location to zoom in, which indicates that it’s ready to move. Drag the cell to the desired resting place, and lift your finger to finalize the move.

Switching between Fahrenheit and Celsius

Switching temperature measurements

To switch between Fahrenheit and Celsius temperature measurements, open the weather rollup view, and tap the C/F button located in the bottom left-hand corner.

Enabling and disabling local weather

The location aware feature is handy, because it allows you to see the weather in your current location with zero configuration. In other words, you don’t have to actually add a location, because it’s location aware; it knows where you are by using the iPhone’s GPS radio.

The location service weather toggle

Upon launching the Weather app for the first time, you’ll be asked to give the app permission to use your current location. If you opt out of this, the Weather app will not be able to provide you with local weather details.


There are several weather commands that can be used with Siri. They are as follows:

What’s the weather for today?

What’s the weather for tomorrow?

What’s the forecast for this evening?

How’s the weather in Chicago right now?

What’s the high for Orlando on Thursday?

What’s the temperature outside?

How windy is it out there?

When is sunrise in Tokyo?

Should I bring an umbrella today?

Notification Center

One of the biggest changes to Notification Center in iOS 7, was the inclusion of the Today View. The Today View provides users with a brief snapshot of current conditions.


The stock Weather app is lacking in areas such as radar, weather alerts, and detailed forecasts. It’s a good app to get you by in a jam, but it’s definitely not the type of app that you’d want to rely on if weather is unpredictable in your area. If you’re looking for an app with more bells and whistles, have a look at our list of best weather apps.

The Ultimate Guide To Rotating Proxies Vs. Static Proxies

A proxy server protects individuals’ or businesses’ identities when they go online, provides anonymity, and allows access to geo-restricted content. However, determining which type of proxy server is appropriate for which applications and how to utilize proxy servers fully are challenging. Understanding rotating and static proxies, and the main differences between them, will help you make a decision more quickly. 

This article covers the main differences between rotating and static proxies, how they work, and when you should use them.

What is the definition of rotating and static proxies? Rotating proxies

A rotating proxy is an IP address constantly changing with each new request to the destination website. Rotation proxies assign new IP addresses to users each time they make a request to the target website. 

Static proxies

Unlike rotating proxies, static proxies assign users a fixed IP address for each request to the target website. Static proxy servers select IP addresses from a pool of datacenter and Internet Service Providers (ISP) IP addresses. Only datacenter and ISP proxies can be static. Other proxies, such as backconnect and residential, do not fall under static proxies since they rotate IP addresses.

How does a rotating proxy work?

Your device’s IP address is communicated directly with other web servers to connect to the websites. In both rotating and static proxies, a general proxy server working process is as follows: 

The user sends a connection request to the target website using their IP address. 

The proxy server receives the user’s request. 

The proxy server assigns a new IP address to the user to hide their real IP address.

The proxy server forwards the user’s request to the target website via a masked IP address. 

The website provides requested information to the user.

Rotating proxies change your current IP address and assign you a new IP address when you make a new connection request to the same or a different website (see Figure 1).

Figure 1: Representation of how a rotating proxy server works


Bright Data Rotating Proxies assign different IP addresses to users for each new connection request (see Figure 2). For example, when you scrape a massive amount of data from various websites, you must make multiple requests to the same website. The website will likely detect you as a bot if you make many connection requests from the same IP address. Rotating proxies are the best option when you need to change your IP address frequently.

Figure 2: Bright Data’s Rotating Proxy Network

How does a static proxy work?

From steps 1 to 5, the entire process works exactly the same in a static proxy server. Unlike rotating proxies, your current IP address remains constant when you make another connection request (see Figure 3).

Figure 3:  Representation of how a static proxy server works

Comparing Static and Rotating Proxies

Both static and rotating proxies hide and mask users’ real IP addresses. However, there are many critical differences between them (see Figure 6). Understanding how rotating proxies differ from static proxies will help you to determine which one you need. 

Figure 6: Comparison of static proxies and rotating proxies

Web scraping applications that you should use rotating proxies Gather travel data with rotating proxies

Web scraping bots help travel agencies collect data from multiple websites automatically. However, businesses are still struggling to collect massive amounts of travel data from different websites. They face many technical challenges while scraping data from websites, such as dynamic content, geo-restricted content, and IP bans. Proxy servers enable businesses to avoid such technical problems and extract data from websites on a large scale.

You can use a proxy server to: 

Scrape competitor data from various data sources: You can check out your competitors’ social media accounts to better understand their online presence and see what customers said and how they mentioned that brand. For example, you can extract customer reviews. Analyzing your competitors’ customer reviews help you understand why they are successful and what separates them from other companies. 

Know your customer: Changes in the travel industry impact your customers’ preferences and expectations regarding your services and products. Web scraping helps companies to keep up with the latest travel industry trends. You can collect current market data to improve your strategies and better understand customers’ preferences.

Challenges you may face

Restricted geo-locations:  Most travel websites detect and track their visitors’ location to offer localized products. They restrict or block certain areas to prevent access to their services or products. You might be in one of these restricted areas and cannot access geo-restricted data if you use your real IP address. You must use a proxy server to gain access to these geo-restricted contents.

Dynamic content: Dynamic IPs are temporary IP addresses that are constantly changing. Most travel websites use dynamic content to provide a more personalized customer experience. For example, if you try to book a hotel at a random website, you will receive multiple offers from websites (see Figure 4). Websites collect publicly available data from their visitors, including cookies, forms, or subscriptions, and then change the website content based on visitor behavior and preferences.

Figure 4: An example of personalized product recommendation

How rotating proxies help

Rotating proxies constantly change users’ IP addresses for each request. They help users extract dynamic content from various websites. The most common types of  rotating proxies are datacenter, residential and mobile proxies. 

Oxylabs provides rotating ISP proxies that allow users to circumvent anti-scraping measures such as rate limiting, IP blocking, and CAPTCHAs. You can access and extract public travel data from airline websites, travel agencies, and review platforms. 

Scrape product data from eCommerce websites with rotating proxies

Web scraping allows businesses to scrape product data information from eCommerce websites such as eBay and Amazon or supplier websites like Walmart. 

Enter the URL you would like to extract data from. It could be a specific product page on the website. For example, enter a specific product name into the search box like “printer,” then copy the URL that appears and paste it into the search on your web scraping bot (see Figure 5). 

When the scraping is complete, the web scraping bot will provide you with all available product information, including:

Price ranges.

Stock availability.



Product images/descriptions.

The scraping result can then be downloaded in the format of your choice.

Figure 5: Searching for a specific product to extract data from product pages

A quick tip: If you want to scrape more than one product, your web scraper will need to scrape hundreds of product pages. Collecting product data on a schedule prevents you from being detected and blocked. Using proxies is the most effective way to avoid any security issues that may arise when scraping websites. Proxies add an extra layer of privacy between users’ machine IP addresses and target websites by masking their real IP addresses.


Most eCommerce websites use anti-scraping techniques such as CAPTCHAs to set crawl rates to limit scraping. IP bans are one of the anti-scraping techniques used by websites. Suppose you frequently make connection requests to the same website using the same IP address. The website will quickly identify you as a bot and block your IP address to prevent scraping.

How rotating proxies help

Rotating IP addresses are the best solution when you need to change your IP addresses for each connection request. Rotating proxies send access requests to websites using different IP addresses each time.

NetNut offers 52M+ rotating residential proxies for data collection projects. Since they rotate IP addresses periodically, they are less likely to be detected and blocked by the target website. You can change your IP address after a certain period of time or after each connection request.

Web scraping applications that you should use static proxies Automate SEO tasks with static proxies

Crawling your website is required to perform technical SEO tasks. This way, you can identify which parts of your website need to be optimized and which issues need to be fixed. Low-quality pages, page speed, and metadata all harm your overall SEO performance.

Some of your pages, for example, may have 404 errors or missing metadata. You must crawl your website regularly. You can schedule and choose crawl frequency based on your needs, such as monthly, weekly, or daily. On the other hand, crawling your entire website at once is complex and inefficient. You need to prioritize the most important pages for your overall traffic. Then you can gradually crawl pages.

Challenge you may face

To detect issues, a web scraping bot browses your target pages like an average user. Your bot, for example, is supposed to crawl your articles or blogs. The web crawler will look at all article pages, follow all internal and external links, check meta tags and titles, and check all subtitles, URLs, image alt text, etc. 

After crawling is complete, the web crawling bot gives you all extracted data. You can review the crawl report to identify any technical issues. However, if your website has crawlability issues, web crawlers will be unable to access and crawl it. Most likely, your web crawler will be blocked by your website. 

How static proxies help

Both static and rotation proxies can be used for SEO tasks if the website is crawlable. When crawling web pages, a fast and stable connection is essential. The performance of static proxies is superior to that of rotation residential and mobile proxies.

More on Proxies

If you want to learn more about web scraping and how it can benefit your business, feel free to read our articles on the topic:

If you still have any questions about how to choose a proxy providers that is suitable for your specific application, feel free to read our data-driven whitepaper on the topic:

Also, don’t forget to check out our sortable/filterable list of proxy service / server.

For guidance to choose the right tool, reach out to us:

Gulbahar Karatas

Gülbahar is an AIMultiple industry analyst focused on web data collections and applications of web data.





How To Install Twrp On Xiaomi Phones In A Few Simple Steps

TWRP is a radically overhauled version of the aforesaid Recovery. Notably, you can perform tasks like rooting your device after installing TWRP on your Android device. Also, TWRP installation enables you to install a custom ROM. So, let’s take a look at how you can install TWRP on Xiaomi devices. Installing TWRP on your device is as simple as ABC. Nevertheless, you need to be extremely careful during the installation process.

How To Install TWRP On Xiaomi Phones

First off, make sure that you have an unlocked bootloader for your Xiaomi device. A bootloader lock is a system that protects the software of your device. So, unlocking the bootloader is an extremely important step. Notably, you will not be able to make any changes in the device’s software without first unlocking the bootloader. So, after the bootloader is unlocked, we can go to the next step to install TWRP on your Xiaomi device.

Unlocking Bootloader

Unlocking the bootloader isn’t an arduous task. However, it can turn out to be a tricky process on Xiaomi devices. Also, you’d need to connect your device with your Mi Account to unlock the bootloader using a PC. Moreover, it is worth mentioning here that unlocking the bootloader will terminate your phone’s warranty. Also, it will erase the data stored on your handset. The bootloader unlocking process can also disable the cameras on a Samsung Galaxy Z Fold3 phone.

If you don’t have a Mi Account on your device, create one and sign in. Next, go to the developer options. Now, you need to enable OEM Unlocking here and select Mi Unlock status. The next step involves selecting the “Add account and device” option.

Important Things To Keep In Mind

Make sure that ADB & Fastboot libraries are installed on your computer. Now, download and install Mi Unlock Tool on your PC. Next, reboot your Android device into Fastboot mode. You will now be able to connect your phone to the PC.

Your device’s status and serial number will be visible as soon as you open Mi Unlock Tool. So, all you need to do is to press the unlock button to complete the bootloader unlocking process. However, all the data stored on your phone will be erased during this process. So, ensure that you’ve taken a backup before you start the bootloader unlocking process.

How To Install TWRP On A Device

Now, your device is ready. You can start the TWRP installation process from CMD (command shell) and bootloader screen. Also, you’d need ADB & Fastboot library to complete the TWRP installation process. However, the installation process for the A/B and non-A/B devices is different. A/B system updates (or seamless updates) were a project Google introduced with Android 7 (Nougat) in 2023.

A/B system updates will keep the booting system workable on disk during the OTA (over-the-air) update. This will minimize the chances of an inactive device post update. So, it reduces the likelihood of frequent device replacements. Also, it reduces device reflashes at warranty and repair centers. Notably, there are two types of TWRP installations you can choose from.

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The partition table on non-A/B devices features a recovery partition. So, you can install TWRP directly from fastboot on non-A/B devices such as the Redmi Note 8. To recap, Xiaomi rolled out the Android 11 update with MIUI 12 and virtual RAM for the Note 8 last year. However, the A/B devices do not have a recovery partition. As a result, the ram disk will be patched in boot images (boot_a boot_b).

TWRP Installation On Non-A/B Devices

Several non-A/B devices adopt a simple TWRP installation process. First off, you’d need to download TWRP that is compatible with your Xiaomi device from TWRP’s official website. Now, reboot the device into bootloader mode after downloading the TWRP image. Next, simply connect the device to your PC.

So, the device will be connected to a computer in bootloader mode. You can now open CMD in the image folder in TWRP. Now, run the “fastboot flash recovery filename.img” command once the process is completed. Now, run the “fastboot reboot recovery” command to reboot the device in recovery mode. This will successfully install TWRP on a non-A/B Xiaomi device.

TWRP Installation On A/B Devices

Installing TWRP on an A/B device is more time-consuming than TWRP Installation on a non-A/B device. However, it is a simple process. First, you’d need to boot TWRP. Next, flash the TWRP installer zip file that is compatible with your device. This zip file will patch ramdisks in all slots. So, this will help you install TWRP on your device. You can download the TWRP installer zip file from the official TWRP website.

Likewise, you can download TWRP images from the same site. Now, simply reboot your device into fastboot mode. Once the device has rebooted, run the “fastboot boot filename.img” command. This will ensure that the device boots in TWRP mode. However, you need to bear in mind this is a one-time use “boot” command. You’d need a TWRP installer for permanent installation.

An Improved Experience

Now, go “Install” section and find the “” file you previously downloaded. Install the aforesaid file from your PC with ADB sideload. TWRP will install in both parts after the operation is complete. So, you have successfully installed TWRP on your Xiaomi phones. TWRP recovery is available on your Xiaomi phone. This will enhance your overall experience.

The highly useful TWRP project enables you to recover and backup your data from here. This is a handy feature in case of a failure. Also, this will allow you to effortlessly root your device with TWRP. Aside from this, you can take a backup of data on your device. Further, you can even install custom ROM on the device.

Logic Pros: Mastering The Plug

Today we are exploring the Logic Plug-In Manager. This handy tool is built-in to Logic Pro X and allows us to manage the plethora of included plug-ins as well as all of your favorite third-party effects, instruments, and more. For years, Logic Pro X users were stuck with the app’s stock plug-in hierarchy system — an organized list of all the plug-ins currently enabled for your Logic Pro system — before Apple finally introduced a feature that allows for a custom-made directory. Whether you’re just getting started or already have a gigantic collection of third-party plugs, with Plug-In Manager we can completely customize the way we access our gear — making it significantly easier to get at them and subsequently providing a much more personalized experience for creatives.

Logic Plug-In Manager

Now we just get to draggin’ and droppin’ to create our custom plug-in menu. As you can see on the large main panel, all of your plug-ins can be organized in several different ways along the top, but the search bar and the manufacturer list in the bottom left hand panel can also make rummaging through larger collections much less tedious.

Folders on Folders

We can dig in a little bit deeper here in terms of customization though. You’ll notice that little + button in the category panel. That sucker will let you create your own plug-in folders that will appear in the Audio FX menu.

I have come to be very familiar with Logic’s stock plug-in hierarchy and have chosen to integrate my customizations there as opposed to completely rewriting the book here, but feel free to get wild. A few extra folders have served me well (mastering and some boutique, glitch-like units) along with dropping some of my go-to third-parties into existing categories.

While I also, for the most part, prefer to keep the plug-in menu fairly basic, you can nest folders (or create folders in folders) as well. For example, I have expanded Apple’s stock Specialized folder to house four sub folders for bass units, loop/glitch effects, tape emulation, and some other oddities. You just have to create a new folder as outlined above using a simple naming scheme that works as follows.

To create a folder inside of the Specialized folder for example, simply create a new one and name that folder Specialized: subfolder name, or Specialized: Tape, in this case. Aside from the fact that it seems a little ummm, odd, that we have to do the naming thing like this just to get a subfolder, it’s as easy as that.

Top Level

The Top Level folder accessible in the top left corner of the Logic Plug-In Manager houses all of the software instruments and effects that populate menus like the Input (or software instrument list) and MIDI FX on the tracks in your Logic projects. So while you can’t get quite as detailed with the personalization here, you can add and remove plug-ins from this list in much the same way.

Back up your Logic Plug-In Manager

And some Final Thoughts…

Recently in the studio finishing up mixes on a new Bon Iver meets Lord Huron-like project, the topic of being able to customize the list of available plug-ins in the Audio Effects menu on Logic came up. So it seemed like a fitting time to re-visit the the Logic Plug-In Manager with some helpful tips. In this case it was some project-specific adjustments the artist was after in order to get at certain plugs faster, but familiarizing yourself with the Plug-In Manager is an intelligent idea regardless.

Considering how often many of us are in and out of these menus during daily use, it’s worth putting some time in with the Logic Plug-In Manager to get things organized. This, in combination, with the auto populating favorites section on the Audio FX menu create a much smoother workflow and a more application-specific box of tools for creatives.

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How To Become A Machine Learning Engineer: The Ultimate Guide

blog / Artificial Intelligence and Machine Learning How to Become a Machine Learning Engineer and Have a Lucrative Career

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Machine learning engineers became the talk of the town in 2023 after Indeed named it the No.1 job in the US. In the same year, Gartner reported that most organizations were desperately looking for machine learning talent to kick off their artificial intelligence initiatives. There cannot be a better testament to the scope of machine learning as a career. And it certainly makes one wonder how to become a machine learning engineer. 

But before we get into the details of how to become a machine learning engineer, let’s do a quick recap of what the career comprises. 

What is Machine Learning?

Machine learning is a branch of artificial intelligence where computer systems learn to solve problems without explicit commands. Computers use algorithms and models that analyze and derive patterns from large amounts of data to make the system better at solving problems. 

Machine learning is an essential aspect of modern automation, where it predicts possible outcomes. Therefore, it is incredibly critical in data analytics and business intelligence. Machine learning applications include speech recognition, image processing, self-driving cars, product recommendations, and health monitoring devices, to name a few. 

Also Read: Artificial Intelligence vs Machine Learning: 5 Vital Points to Know

What Does a Machine Learning Engineer Do?

Machine learning engineers are responsible for:

Designing, building, and training machine learning algorithms and models. 

Selecting appropriate data sets to train the machine learning tools and retrain them whenever necessary.

Determining proper data representation methods.

Analyzing the differences in data distribution that may affect the performance of the tools. 

Conducting research and running tests to improve the performance of machine learning models. 

Building new machine learning libraries. 

Building applications as per the client’s requirements when the models are ready.

Also Read: Four Types of Machine Learning and How to Build a Great Career in Each

What Skills Must a Machine Learning Engineer Have?

You will require a combination of soft and technical skills in your pursuit of how to become a machine learning engineer. You will need:

A sound understanding of basic mathematics 

Knowledge of linear algebra, probability, statistical analysis, and calculus

Acquaintance with computer science fundamentals 

Basics in data structures and algorithms

neural networks

Knowledge of data modeling,, and natural language processing (NLP) 

Skills in coordination with other engineers and team management

Excellent communication skills 

Now that we have discussed the skills required to be a machine learning engineer and also what the role entails, let’s take you through a step-by-step guide on how to become a machine learning engineer. 

How to Become a Machine Learning Engineer?

Machine learning is already an extremely lucrative field with immense scope for the future. If you are considering how to become a machine learning engineer, here is a checklist of things you should do: 

Step 1: Learn to Code with Python

Python is a computer programming language that every aspiring machine learning engineer should pick up. As a high-level, general-purpose language, the syntax used in Python is extremely easy to remember. It is also relatively more straightforward than other computer programming languages since it uses fewer lines of code to accomplish the same tasks. 

Moreover, Python comes with many built-in libraries for artificial intelligence and machine learning, including a modular machine learning library known as PyBrain, which provides easy-to-use algorithms for machine learning tasks. 

Also Read: What is Python Coding & Why its the Ticket to a Great Career

Step 2: Enroll in a Machine Learning Course

For a career in machine learning, you require a strong background in computer programming, data science, and mathematics. Since most jobs you take up will need at least a Bachelor’s degree, it is a good idea to start from there. To stay updated, you might also want to consider machine learning courses offered by Emeritus from the best universities in the world. 

Step 3: Work on Machine Learning Projects

Just academic knowledge is not enough to build a machine learning career. After all, machine learning is a constantly evolving field. So, you will need practical experience through relevant projects. These give you ample opportunities to learn. 

Taking up machine learning projects will also help you better understand machine learning applications and be looked upon favorably by recruiters from top tech companies. Additionally, they will help your CV stand out from the crowd.

Step 4: Connect with Others in the Industry

Networking is vital when it comes to machine learning. It is an emerging field with several exciting applications emerging not only from leading businesses but also from universities and research labs worldwide. Connect with industry professionals and students in the field to learn more about the projects they are taking on. 

Joining online communities is also highly beneficial for aspiring machine learning engineers. They can expose you to various new applications of machine learning technology, offer online courses, and host competitions that will help you hone your skills.

Step 5. Ask Someone to Mentor You Step 6: Look for Internships

A machine learning internship can put you in direct contact with software engineers and data scientists who are working on the latest machine learning software. This can provide you with valuable practical experience in the field and also help you establish a solid professional network. While personal projects are great, internships will teach you the business-specific skills needed to meet the needs of your future job. 

Is Machine Learning a Good Career?

According to insights from Indeed, machine learning ranks number one in salary and demand. In 2023, the average salary of a machine learning engineer in the US is $146,085. Machine learning is now finding an application in almost every field. As a result, it makes for a great career option. Gaining the relevant skills, qualifications, and certifications in the area will help you outperform the competition, which is bound to arise as demand continues to increase.  

Benefits of an Online Machine Learning Program

Besides degrees, machine learning job aspirants can take up online courses to acquire the necessary skills. Traditional coding degrees don’t always provide the specific skills the bootcamp or short certificate courses will give you. Our need for artificial intelligence and machine learning will continue to rise. With that, the demand for machine learning engineers will also continue increasing. So now that you know how to become a machine learning engineer, are you up for a challenge? This field may just be for you. Start your journey today with an online machine learning course from Emeritus!

By Priya Iyer Vyas

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