Machine Learning applications are solving many problems and improving traditional processes across industries. It is behind enabling better personalization, smarter recommendations, and improved search functionality and Python has been instrumental in all these developments. In this blog, we will see why Python is crucial for machine learning.
Some of the characteristics of Python that make it an ideal programming language for machine learning are:
Simplicity and Consistency
The best thing about Python is that it provides a concise and reliable code which is easy to learn and implement. While machine learning models run on complex algorithms and workflows, Python’s simplicity allows developers to write reliable and error-free code. When the effort and time spent on understanding and implementing the code reduces, developers are able to focus their energies on solving the Machine Learning problem instead of the technical nuances of the programming language.
Also, Python is suitable for collaborative implementation where multiple developers are working on a single project. Since it is a general-purpose language, it performs a set of complex ML tasks and enables you to quickly build prototypes to test your product for ML purposes.
Wide range of libraries and frameworks
Implementing machine learning algorithms is tricky and requires a lot of time to achieve desired results with the algorithm. Therefore, a well-structured and well-tested environment is vital to enable developers to come up with the best coding solutions.
Reducing development time is crucial for programmers and hence they turn to the number of Python libraries that aid development of ML algorithms. Some of these libraries are:
- Scikit Learn: It is used for handling basic ML algorithms like linear and logistic regression, clustering, classification, regression among others.
- Tensorflow: It helps in setting up, training, and utilising artificial neural networks with massive data sets to successfully work with deep learning.
- Matplotlib: It helps in creating 2D plots, charts, histograms, and other visualisation forms.
- Keras: It allows fast calculations and prototyping by using GPU in addition to the CPU of the computer.
- Numpy, Scipy, and Pandas: They enable high-performance scientific computing and data analysis.
- Seaborn: For data visualisation.
- NLTK: It helps in working with computational linguistics, natural language recognition, and processing.
- Scikit: Image for image processing.
- PyBrain: This library is for neural networks, unsupervised and reinforcement learning.
- Caffe: It is for deep learning that allows processing 60+ million images a day using a single NVIDIA K40 GPU.
- StatsModels: For statistical algorithms and data exploration.
Linux, Windows, and macOS all support Python. Python codes are used to write standalone executable programs for most common operating systems. This means that Python software can be easily distributed and used on those operating systems without a Python interpreter.
For their computing needs, developers usually use Google or Amazon services. However, there are companies that use their own dedicated machines to train their machine learning models. The fact that Python is platform-independent, makes training the models a lot easier and much cheaper.
Python is a very flexible language and hence is a great choice for machine learning. It provides the option to choose between OOPs and scripting. Also, it eliminates the need for recompiling source code and developers can implement the changes they want to see the results immediately. Another plus point of Python is that developers can combine Python with other programming languages to reach their desired goals in the most convenient ways possible.
The other aspect of flexibility in Python is the provision of choosing programming styles and even combining these styles to solve specific problems efficiently.
- The imperative style has the commands that describe the sequence of computations which occur as a change of the program state.
- The functional style is also known as the declarative style as it declares the operations that should be performed. It declares the statements in the form of mathematical equations. Unlike the imperative style, it does not consider the program state.
- The object-oriented style – This style is based on two concepts, i.e., class and object. This style can be used only to a finite degree as Python does not support it fully.
- The procedural style – It is the preferred style of the beginners in Python. It is used for applications such as iteration, sequencing, selection, and modularisation.
Python being so flexible, has the least possibility of errors as compared to other programming languages. Therefore, python programmers have a fair chance of taking control of the situation and work in a comfortable environment.
As mentioned earlier, Python has a vast range of libraries which also include the ones that could be used for visualisation. However, for those working with Machine Learning, Deep Learning, and Artificial Intelligence, it is vital that they represent data in human-readable forms.
Libraries such as Matplotlib allows data scientists to create plots, histograms, and charts for better comprehension and effective representation. Such visualisations are in the form that is easily understandable by stakeholders across domains, even the ones who do not have in-depth knowledge of machine learning.
So these are some of the reasons why Python is the perfect choice for machine learning among the programming languages. If you are someone who works with machine learning models, developing them on Python will benefit you in many ways. If you have any questions regarding Python or its importance in machine learning, please feel free to drop them in the comments below.
Get Python for Machine Learning course completion free certificate from Great learning which you can share in the Certifications section of your LinkedIn profile, on printed resumes, CVs, or other documents.
TOP 10 FREE MOVIE APPS FOR ANDROID AND IOS
TOP 10 FREE MOVIE APPS FOR ANDROID AND IOS
All we know are the popular Netflix, VIU, Kplaya and Dramacool, but how other apps that lets you watch movies for free. Below is a list of our top 10 free movie apps that works for both Android and iOS.
1. Tubi TV
Tubi TV contains hundreds of Indian movies and TV shows. These movies are generally not available on other apps and sites. On this app, you will enjoy movies from various genres like Action, comedy, documentary, Korean Dramas, Sci-Fi & fantasy, drama, family, horror, kids, and romance without signing up or paying any subscriptions.
2. Cyberflix TV
Cyberflix TV is supported by Google Chromecast and is viewed on your device. It is a replica of Terrarium TV and it offers thousands of movies and TV shows that are in 720p, 1080p, and 4K quality. It provides links for each video content from the web. It displays the most recent movies and TV shows.
Vudu offers free movies and TV shows that you watch without a subscription. This app provides movies in 4K HD. Vudu app permits you to stream online anytime you want. This app is supported by Google Chromecast so you can view your favorite movies directly to your device. You may download the android app here.
4. OneBox HD
OneBox HD contains the latest movies and TV and you can view them directly from your device. You can choose from different genres such as Comedy, horror, history, action, documentary, mystery, adventure, and family. OneBox HD lets you search and download videos so you could watch them anywhere anytime with no need for a subscription.
5. MovieBox Pro
MovieBox Pro has a smooth interface. The android app is available to download at Googleplay and appee.cloud. This app offers various features that users can enjoy without the stress of logins and subscriptions payment. MovieBox Pro contains a vast library of TV shows, TV Guide, and movies classified into different content, ratings, genres, and year of release without the interruption of frustrating ads.
Crackle features are quite old but had a good casting and/or have good reviews. Crackle operates in its internal player; this enables you to watch using the app on your device. You can also enjoy watching with or without subtitles or change the audio track from English to Spanish. Google Chromecast supports this app.
7. MegaBox HD
MegaBox HD permits you to enjoy the latest movies and TV shows in 360p, 720p, or 1080p resolution. Videos run using an external player. MegaBox HD supports HD videos, has no ads, and you don’t have tp pay for any subscriptions. And it is easier to download your favorite movies and TV shows anytime anywhere.
8. Freeflix HQ
Freeflix HQ has a built-in player, an easy to use interface, parental Control feature, and subtitle that supports for more than 50 languages. Freeflix HQ offers TV shows, movies, anime, and sports for free. The app has several links usually in 720p resolution. You will enjoy various available channels when you run m3u on Live TV.
9. IMDb Movies & TV Shows
IMDb offers the latest updates on cinema movies and contains a vast collection of movies grouped into different genres for a better choice of movies. It has a simple UI which enables easy navigation. It provides box office movie and synopsis to help you consider the best to watch. You can decide to stream or download any movies without any payment.
Popcornflix offers nothing less than 2000 movies. It structures original content including web series and movies. You can search and watch movies based on genres like Comedy, horror, history, action, documentary, mystery, adventure, and family without any payment or signing up. Popcornflix also gives recent online videos about events, people, and animals.
Post Apocalyptic Movies through the Years
Great post apocalyptic movies and zombie apocalypse movies have been loved throughout the years, even earlier than the ‘70s. Directors have always been fascinated by the consequences that an alien invasion, nuclear war, or alternative realities could have on the human race.
While many of the ten best post apocalyptic movies were filmed in the early years, the use of CGI and special effects since the ’90s have taken post apocalyptic movies to another level.
Today, the post apocalyptic movies list is in continuous expansion, especially thanks to platforms like Netflix, Hulu, and Amazon Prime. So, you can be a click away from the best post apocalyptic movies. Just by the touch of your fingers, you can check out this list through the Friendspire app. With Friendspire, finding the best post apocalyptic movies is now simple, here is a timeline of how the genre evolved.
Post Apocalyptic Movies 1970s
If you are looking for obscure post apocalyptic movies, look no further than the ’70s. Of course, CGIs and special effects were limited during this period. However, this lack did not stop the genius directors of the time from coming up with masterpieces such as Mad Max in 1979. The heritage of these movies is what’s at the core of the newer versions today.
Post Apocalyptic Movies of the 1980s
The 80s have also blessed us with some masterpieces that can still be enjoyed today. With Mad Max becoming a worldwide success just a year before this decade, directors knew what to do. Some of the best 80’s post apocalyptic movies include Day of the Dead and Vampire Hunter D. These are unmissable for any genre geek.
Post Apocalyptic Movies From the ’90s
The ’90s have been an incredible era for the apocalyptic movie genre. Most of the best post apocalyptic movies on Netflix and other video streaming platforms are those from the ’90s. Indeed, with the introduction of CGIs, it all becomes more realistic, and the creative minds of directors had more to experiment with. This decade blessed up with masterpieces such as The Matrix – from where post-apocalyptic fashion originated – Armageddon, and Independence Day.
If you are a fan of this spectacular genre, you can have great fun watching the 1990s’ best post apocalyptic movies on Amazon Prime.
Post Apocalyptic Movies from the ’00s
This millennium’s first decade has also been very kind to all fans of post apocalyptic movies and post apocalyptic war movies. It is during these years that we have masterpieces such as I Am Legend – arguably the best Will Smith zombie movie – and Harry Brown – a must-watch if you like movies like taken.
Post Apocalyptic Movies 2013
According to some, the world ended in 2012, but great post apocalyptic movies kept making an appearance even after this day. Indeed, 2013 was marked by great post apocalyptic movie trailers and many films that made it in the post-apocalyptic movies’ top 10. Among these, the Wasteland movie is an unmissable one.
Among the best-known releases of this year, you can find great classics such as Oblivion, After Earth, Man of Steel, World War Z, and Star Trek into Darkness. You can find most of these post apocalyptic movies to stream or on platforms like Netflix, Hulu, and Amazon Prime.
Post Apocalyptic Movies 2015
Among the best-known ones, don’t miss out on Mad Max: Fury Road, The Divergent Series: Insurgent, Maze Runner: The Scorch Trials, Terminator Genisys, and The Hunger Games: Mockingjay.
Post Apocalyptic Movies 2016
2016 was not as an exciting year as 2015 and 2014 had been in terms of great post apocalyptic movies. However, you can still find some excellent post apocalyptic movies on Hulu from this time. On other platforms, you should not miss out on Pandora, one of the great disaster movies on Netflix.
Post Apocalyptic Movies 2017
If you are looking for 2017’s post apocalyptic movies, IMDB will soon tell you that you won’t be short of options. Indeed, this year has brought on our screens incredible disaster movies. These include Resident Evil: The Final Chapter, Hostile, War for the Planet of the Apes, Patient Zero, Blade Runner 2049, The Tribe, and Cargo.
Post Apocalyptic Movies 2018
If you are looking for some high-quality zombie movies, 2018 is the right year for you to start searching. The Dark and Patient Zero are two excellent movies from this year if you are a fan of the genre. For space movies, 2018 was also an excellent year.
Among the releases, you should not miss The Cloverfield Paradox. Also, if you are looking for post-apocalyptic movies like fallout, the Scorched Earth movie is an option from this year to consider.
Post Apocalyptic Movies 2019
In 2019, you can find several interesting options for YouTube post apocalyptic movies. However, if you are looking for something more specific, you should check out the Aftermath, which is one of the best nuclear war movies. From this year, you can also find a high-quality zombie apocalypse movie, such as Rabid or The Dead Don’t Die.
Ways for cheap Car Shipping!
Car transportation is not a cheap service. One has to pay a good amount for car transportation, but at that same time, many people are seeking cheap car shipping ways. Most people do not try even to find the cheapest ways, as they think that cheap ways will harm their asset, but that is not the truth. You know there are some ways to deliver your car in a lesser amount, but all you have to do is little research. These cheap ways will not harm your car so that you can try them out. If you are one of them who are seeking cheaper ways to transport the car, then you are at the right platform now. We will talk about the top-notch cheap ways via you can transport your car easily and quickly. So let’s get started now.
Get several quotes
If you want your car to be delivered at a cheaper cost, you must have 3-4 quotes. Get the quotes in the market price, and later on, you can deliver your car at a cheaper price.
Open-air car transportation
One should choose an open-air car trailer for the shipping. The enclosed one will cost you a lot. If you are afraid of your car, then don’t worry at all. The open trailers are also good enough. Your vehicle will be safe and secured, so don’t worry at all about them. If you want the enclosed carrier for delivery, then it is fine. But still, the open trailer is also fair enough to choose from with no issues.
Check out the season.
Car transportation services also have their up and down seasons like other industries. The winter season always costs much in comparison to summer. If you choose the summer season, it will charge a lesser cost. June-August is the busiest season; winters charge more, so better is to choose the season apart these seasons. It is the best way to ship the car at the cheapest prices in the slow months.
Look for different companies.
No doubt the car transportation cost is quite expensive, but the matter of fact is that all the companies do not have the same costing. So if you are looking for a cheaper way to ship the car, it would be better to find the right and cheapest company. Do not only choose the one according to its price structure. One should choose the company only if they are capable of doing everything with perfection. Check how much time they are taking, how many charges they are taking for, extra costing, etc. So better is to research and find the one you can deal with at the lowest prices.
Talking about the cheapest ways to ship the car, if so, then you should try to use the tips mentioned above. These tips will help you to find the best cheap ways for cheap car shipping.
How To Buy YouTube Views
If you want to get your hands on the latest viral videos, you can buy YouTube views for a pretty penny. Many of these videos will only be visible in a certain geographic region, so it’s important that you take some time to find out where the kids are available and watch as many of them as possible. After you have created and upload your first few YouTube videos, you may decide to increase the number of views that you can purchase so that you can get many benefits ot those videos and views.
Before you purchase your YouTube Views, there are some things that you need to know about the YouTube views selling site. It is a safe site, but there are some things that you need to watch out for. In this article, we will discuss some of the things that you should be aware of so that you can protect yourself when you’re buying views.
Choose a Trusted Website Only
First of all, if you are looking for a site that sells a lot of YouTube related services, then you are going to want to make sure that the website has an easy navigation system. When you visit the website of any YouTube views product that you are interested in purchasing, make sure that you can easily navigate through the different sections. If it’s too difficult to find what you’re looking for, then chances are you aren’t going to like what you are buying. It’s much easier to shop around if you have easy access to different sections of the site.
Terms of Service Agreement
The next important thing to look at is the terms of service agreement. This is important because it explains what you can and cannot do when you’re using the site. For example, it may state that you are allowed to use the site for business purposes only. Make sure you read this carefully before you purchase anything, since this could have a negative impact on your account.
Do Some Research before Ordering
Next, pay close attention to the product descriptions that are listed. Make sure that the description includes information about how the product is used for buying YouTube views and how much views you will get, what it can do for the user, and whether or not it is going to provide any results for your specific needs. Some products may require that you purchase a subscription in order to get some of the information, but other products may just come with a description of what it can do. If you are buying a product that you think is going to be very useful, then it may be a good idea to read the description before you buy the product.
Finally, make sure to look at the website reviews before you buy any YouTube view from the website. These are often included for a fee and may contain honest reviews about the product that you are considering. They are also a great way to find out more about the product that you are interested in and what other people think about it.
When you’re looking to purchase views, you should be aware of the risks that you run into when you try to purchase them online. You may find that some of the reviews are not legitimate, but there are other sites that may offer legitimate reviews. Keep this in mind when you’re making your final decision, especially when you are buying from online retailers.
Finally, make sure that you have the patience to find the best deals on the YouTube views that you are interested in. As you browse through the site and make your selections, it’s important to remember that most people don’t want to pay a lot of money for a single video. You may find that the videos views package that you buy don’t include a lot of quality material, but the price that you pay is well worth it. When you find a YouTube views plan that you really like, then you may decide to keep the account open and get it over again for your other videos as well.
Looking for a reliable pest control in Roodepoort?
The future of services like fumigation services or sanitizing services is nothing without the growing of insects or pests in the house. As long as these problems prevail, the work of such organization continues. The fumigation and pest control services are required not only for the household but also for the work area. If these problems are not resolved soon they become the problems of life time. The few famous Pest Control in Roodepoort even offer a 5-year guarantee with their treatments plans. If anyhow the work done by the team does not satisfy you much you can offer a free follow up consultation to make 100% sure they got rid of all pests. It does not matter whether this pest infestation has occurred at the office or at the home, the pest control firms will have the proper solution for your pest problem.
Reliable Pest control Services:
A few of the best pest control services provided by the Pest Control in Roodepoort that too in the affordable price are as follows:
- Termites Control: Termites cause structural damage to properties which further results in thousands of rands in costly repair and maintenance costs. To get rid of the termites, pest controls provide the best eco friendly chemical barriers.
- Rat and Mice Control: there is an upsurge in the activities of the rats and mice in Roodepoort after the urbanization. The abundant food and shelter are the best breeding scenario for rats and mice. It is very important to call the pest control experts in the case of rapid breeding of the mice and rats.
- Bed bugs Control: The rapid increments in the international travellers in Roodepoort has been increased the likelihood of bed bugs. Being one of the bestPest Control in Roodepooort provides the new heat treatment services which effectively work in getting rid of the bed bugs in an efficient manner.
JT Solutions is a very famous pest control service provider in Roodepoort and handles the control on all the different fly species. They make use of fly control units like the Cobra, Optica Viper, Liberator, Illume and Genius.
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