Why is Machine Learning Important?
ML today has gone beyond being just a hyped-up term. Its ability to
think like a human and its application in a variety of business
verticals has tremendous potential to revolutionise lives and
livelihoods. ML technology has limitless applicability and can be
implemented in every sector like education, health, cybersecurity,
Industry 4.0, retail, etc.
The world is seeing rapid and complex technological advancements and
will require complex and skillful solutions. ML engineers will build
these systems and the demand for machine learning engineers will
Surveyed Data Scientists and C-level executives state that the top drivers of ML adoption are due to
Who is a Machine Learning Engineer?
A master’s degree in computer science, mathematics, or a relevant
field is a prerequisite. A Machine Learning Engineer will definitely see
some overlapping areas with a Data Scientist or a Data Analyst. However
the focus areas are different. Data Scientists and Analysts mainly
prioritize extracting insights from the data to make better business
decisions due to which they should know ML algorithms. Machine Learning
Engineers focus exclusively on building ML software.
Machine Learning Specialist or engineer is a worldwide in-demand job
today with excellent career prospects. From the big companies like
Microsoft, Google, Amazon, Apple to even start-ups and established IT
services, like Orion seek ML engineers.
Roles and Careers
The tiles for an ML Engineer can vary from Data Scientist, ML/MLOps
Engineer Analyst, ML Researcher, Data & Analytics Consultant, etc.
Let's assess some of the domain-specific knowledge and skills needed to become a Machine Learning Engineer.
Machine Learning engineers need to be conversant with CS concepts
like data structures, algorithms, space and time complexity, etc. A good
knowledge of programming languages like Python and R, Spark and Hadoop ,
SQL for database management, Apache Kafka for data pre-processing, etc.
is very important.
Obviously, an ML Engineer should have a sound knowledge of all the
common machine learning algorithms such as Support Vector Machine,
Apriori Algorithm, Decision Trees, Naïve Bayes Classifier, K Means
Clustering, Linear Regression, Logistic Regression, Random Forests, etc.
Maths finds various applications in ML. Mathematical formulas are
used in selecting the correct ML algorithm and parameters etc. ML
algorithms are derived from statistical modeling procedures and hence
it’s an advantage to have a strong foundation in Maths.
NLP aims to train computers in the complexities of the human language
so that machines can better understand human communication. NLP
libraries have various functions to instruct computers to understand
natural language. The Natural Language Toolkit is the most popular
platform for NLP applications.
A Machine Learning engineer should be proficient in data modeling and evaluation to understand the data and establish patterns.
Neural Networks are based on the functioning of the human brain
neurons. They comprise several layers like an input layer to receive
data, which is then processed through multiple layers that transform it
into valuable data suitable for output. These require a mastery of
parallel and sequential computations. There are several neural networks
like Feedforward Neural Network, Recurrent Neural Network, Modular
Neural Network, etc and an ML engineer must know the core fundamentals
How should companies hire an ML Specialist?
Companies need to weigh in their requirements carefully as hiring an ML expert. Hiring a machine learning engineer
requires a sound understanding of technology and job understanding.
Companies can hire a machine learning engineer or outsource from a
specialised AI company like Orion.
Availing the services through a specialised company will provide
access to a vast talent pool, give fast solutions and be more
we are reputed for value-driven services, an expert team of
professionals, and a customer-centric approach to provide end-to-end ML
Services. We can help you with advanced ML solutions that enable you to
analyse complex data more effectively so you can tap into the potential
of your data to become more competitive.
Source link: https://orionesolutions.com/machine-learning-in-2022-a-guide-for-businesses/
Digital Transformation Technologies that are Redefining 2023
Digital Transformation has grown past being a trend. It is the norm now. If you analyze the following numbers, you can see a similar story unfolding:● By 2021, Gartner 80% of organizations have started their digital transformation journey.● Bain & Company found that digital leaders are 26% m... Read More »
Why B2B E-Commerce Is Booming – 3 Trends To Watch Out For
The commercial niche of B2B eCommerce is a force to reckon with going
forward. The segment has experienced staggering growth in recent times
and with the market dynamics of B2B commerce evolving, there are certain
trends and stats to keep in mind for 2023.
The niche was thrust through SaaS an... Read More »
Why IoT is Important: Redefining Customer Experience in Industry 4.0
Customer experience is not just an aspect of business anymore. It is
the entire business. With the multitude of brands out there, standing
out is paramount. Leveraging the latest technology is one way to do it.
Enter IoT; the Internet of Things. IoT is a means to an end. It is a
mechanism all... Read More »
Why Should You Choose Flutter App Development?
It is not exaggerated; its growth is constant. We are, in fact, discussing Flutter.
The situation has altered in the past two years, and developers’
attention has shifted from react Native to flutter. If I tell you that
more than 2 million developers use Flutter for mobile development, the da... Read More »
Mobile App vs. Mobile Website: Go for The Best Choice
Suppose if you go on a walk and have a look around, you will notice
that a larger percentage of people will be doing something with their
mobile phones. No doubt, the mobile is an incredible invention!
According to Oberlo, by 2027, there will be around 7.7 billion smartphone users.
Today a mob... Read More »
How to Improve Performance of Ionic App Development
Your website or app is a reflection of your business. A little glitch can turn the entire business ups and down.
Everyone will agree with me that building a glitch-free high,
performance app is not an easy task. However, there are many things you
can keep in mind, fix the bug and improve the pe... Read More »
The Top 5 Healthcare Mobile App Development Trends Revamping The Industry
Technological advancements have skyrocketed business models to achieve customer demands across industry verticals.
Every industry on the planet is dipping its toes in mobile application development to stay ahead of competitors.
The revenue of the mobile app development market worldwide will... Read More »
THE BEST CONSTRUCTION APPS AND TIPS 2022
According to Globe News Wire, in 2021, the worldwide construction
market was USD 7.28 trillion in 2021. Moreover, by 2030, it is expected
to grow and have a market value of USD 14.41 trillion.
The construction industry is one of the old but in-demand industries.
Also, technological evoluti... Read More »
Some Useful Tips To Choose A Custom App Development Company
The global web app development market will rise to $10.44 billion by 2027. (Emergen Research)The global mobile app development market will grow to $407.31 billion by 2026. (Allied Market Research)
The app development market is galloping fast, whether progressive web applications or mobile apps.
Ho... Read More »
The Ultimate Guide to Website Designs Built for Accounting Firms
Just like any other business, accountants need to grow their client
base to stay competitive and relevant. Whether you’re a one man show or
part of an accounting firm, this is a fact. What’s more is that no
freelancer or firm can shy away from a digital presence today.
Websites are the fi... Read More »
CUSTOM WEB AND MOBILE APP DEVELOPMENT – WHY DOES YOUR BUSINESS NEED IT?
Digital Presence is the life breath for businesses today.
As a matter of fact, most purchases happen only after online searches even if customers make an in-store purchase.
Statistics show that 69% of internet users will definitely make an online search before a purchase.Users spend 2 hours da... Read More »
THE TOP 6 CUSTOMER MANAGEMENT TOOLS OR CRM FOR 2022
The world has changed.
Customers’ requirements have also changed.
In respect of the present business landscape, the significance of
clear communication is an uprising. Businesses have understood that poor
communication will bring limited revenue growth.
Since social media platforms have rep... Read More »
EXCELLENT QA TESTING TOOLS YOU SHOULD KNOW IN 2022
Establishing a test plan that will assist you both during development
and afterward is critical. It verifies that the software is operating
according to the created specifications and designs.
You may be surprised to know that the software testing market has a
worth of $40 Billion, and it wil... Read More »
Top 5 Server Management Software Tools 2022
A server is a computer that aids in storing, transmitting, and
reception of data. In a nutshell, it fulfills the function of providing
services. Servers can be anything from computers to software programs to
Servers are incredibly sophisticated machines. It necessitates cold... Read More »
HOW TO HIRE TOP DEVOPS ENGINEERS IN TORONTO
According to the report by Markets and Markets, the DevOps market size was USD 2.90 Billion in 2017.It is expected to scale up to USD 10.31 Billion by 2023, at a CAGR of 24.7% during the forecast period.
A coalescence of development (Dev) and operations (Ops) is DevOps. If you are hiring DevOps eng... Read More »
TRUSTED YII DEVELOPMENT COMPANY INDIA
Yii is a PHP component-based framework for building large-scale
online applications. This framework can help you construct a web app
much faster. It’s primarily used to create web 2.0 applications. Yii is a
fast, safe, and efficient framework with many features. Our developers
benefit from... Read More »
IMPORTANT TIPS TO HIRE PHP DEVELOPER
PHP earlier stood for Personal Home Page but now is widely thought of
as Hypertext Pre-processor. PHP is one of the most trending and highly
used programming languages. It has been used for a while and still ranks
high on performance and scalability. Businesses seeking responsive and
dynamic... Read More »
TOP 7 BENEFITS OF MANAGED IT SERVICES
Technological advancements are rapid and are changing the way
businesses operate. Establishing and growing a successful business
requires the best technical support services. Technology dependency is
increasing in the current business landscape as even small and medium
enterprises need suppo... Read More »
IS HIRING MERN STACK DEVELOPERS MORE ECONOMICAL
A tech stack is a collection of programming languages, software
tools, and development frameworks needed to create any software product,
such as a website, computer software, a game, or a mobile application.
However, there are a variety of tech stacks available, but we’ll focus on the MERN St... Read More »
HOW TO HIRE APP DEVELOPERS IN 2022
According to Statista, the global market size of mobile apps was over USD 318 billion in 2020.It even mentions the expected growth by 2023 to be USD 526 billion.Statista’s report says that apps are expected to generate more than USD 613 billion in revenue by 2025.
Over the last decade, app develo... Read More »
HOW TO HIRE AN IOS DEVELOPER: A DETAILED GUIDE
In the first quarter of 2021, Apple delivered more than 55.2 million iPhones. That’s a 50.4 percent raise over the previous year.In 2021, Apple made $365 billion in revenue, with iPhone sales accounting for 52 percent of that total.With a market share of 29.24 percent, iOS is the second most popul... Read More »
DIGITAL TRANSFORMATION SERVICES
Every era sees innovations and technologies in the business operation
ecosystem. The rapid pace of technology adoption and customer
experiences is driving all organisations, small and big, to be more
intuitive, customer-oriented and agile- in short, more digitized.
Integrating technology int... Read More »
A DETAILED ROADMAP TO BECOMING A DEVOPS ENGINEER
The fusion of product development and seamless operational management, named DevOps, has been around for quite some time.
Since DevOps came into existence, its determination has been strong enough to become the heartthrob of the IT world.
Global Market Insights, The future of DevOps is very promis... Read More »
HOW TO CHOOSE THE BEST SHOPWARE DEVELOPERS?
Recent news from the house of Shopware shows that the German company has made $20 billion in 2021.Additionally, Shopware has made a $100illion profit from the global investment firm Carlyle and global payment firm PayPal.
Shopware dazzles among the e-commerce platform crowd by standing on
the pil... Read More »
TRENDING WEB APP DEVELOPMENT DRIFTS FOR 2022 AND BEYOND
Web development is rapidly transforming with newer technologies and applications. These are offering innovative experiences and high engagements with users.9 billion Websites exist currently. (Internet Live Stats)59 % or 4.66 billion people are online and actively using the internet to connect, sear... Read More »
MOBILE APP DEPLOYMENT WITH AZURE DEVOPS
According to Grand View Research, the global cloud computing market
size is expected to scale to USD 1,251.09 billion by 2028, with a CAGR
Cloud computing is the future! Microsoft Azure is one of the big
companies contributing to this canvas. It is used by 95% of Fortune 500
comp... Read More »
REASONS TO CHOOSE MEAN STACK DEVELOPERS TO BUILD APPS
As per Statista, 23.82% of mobile and web developers use Express. JS, while 22.96% of developers prefer Angular. JS.
THE RISING DEMAND AND THE BENEFITS OF ON-DEMAND APP DEVELOPMENT
are a new business model that relies on being the mediator between
consumers and providers. Its significance lies in timeliness. Its
success lies in functionality. And its relevance lies in the highly
competitive market that we all are a part of. Service sectors ranging
from... Read More »
ENRICHING UX THROUGH WEBSITE REDESIGN – 4 TIPS
UX design is like city planning. No one takes notice when it is done
right. But one mishap, and it spoils everything else. When the user
experience is successful, you can’t even tell there is a user
experience. It simplifies navigation and the intuitiveness simply
delights. In a nutshell,... Read More »
BEST MOBILE APP DEVELOPMENT TOOLS IN 2022
On the Apple App Store, there are over 1.96 Million apps. The number on its counterpart, Google Play Store is 2.87 Million.
The app development market is venturing into wider horizons and a
mobile presence is considered crucial for survival in this dynamic
In 2019, the mobile ap... Read More »
5 STEPS TO HIRE THE APP DEVELOPMENT COMPANY
Hiring the best app development firm
is crucial for the success of your digital presence. The company must
be in adherence with the latest tools and trends of development. They
should also understand the core requirements and the brand voice to land
upon the perfect design, features, and fun... Read More »
Integrating DevOps and Mobile App Development – The Advantages
DevOps is an approach to IT development that integrates the
functioning of the Development and Operational teams. This ensures
smoother work flow, better time management, and ultimately results in
faster development and a streamlined process. Additionally, security can
be married with this a... Read More »
TOP 4 WEB DEVELOPMENT TRENDS EVERY CTO SHOULD ACKNOWLEDGE IN 2021
The web development landscape is as dynamic as ever. With
technological advancements redefining it at a breakneck pace, there are
some trends that no one should ignore in 2021. Especially the CTOs. In
today’s discussion, we will be covering 4 of the top trends to hit the web development real... Read More »
TOP FRAMEWORKS USED BY THE BEST MOBILE APP DEVELOPMENT COMPANIES
A mobile presence is a crucial factor for survival in today’s
marketplace. Brands, both big and otherwise, are investing massively for
this. In depth research, strategies, planning, and environmental
analysis are happening on a major scale to appropriately fashion a
mobile app. According t... Read More »
MAGENTO ECOMMERCE – TOP 10 PITFALLS TO WATCH OUT FOR
Having an online store set up dishes out multiple advantages. From
being able to provide a faster and smoother buying experience to
crafting better and faster responses to market demands. When it comes to
development platforms, the major players are Shopify, Magento, WooCommerce, Volusion, and... Read More »
DIGITAL TRANSFORMATION CONSULTING – THE MOST EFFICIENT SIX-STEP JOURNEY
Efficient transformation is all about marrying technology, data, and
people in very subjective manners. It enables a paradigm shift within
the organization’s culture, leadership, and governance holistically.
Businesses worldwide has appreciated the magnificence of digital transformation and... Read More »
MANAGED IT SERVICES TO BOOST YOUR BUSINESS IN 2021
Digital transformation is dictating today’s business landscape.
Relevance spawns from connectivity and connectivity engenders the
competitive edge. This is where the magnificence of Managed IT services
shows its grit. Businesses are looking to integrate devices while
downsizing departments... Read More »
REDEFINE E-LEARNING SOFTWARE DEVELOPMENT WITH THESE 3 TRENDS
With rapidly growing interconnectivity solutions both in top and
emerging economies incepted the e-learning trend. This was accompanied
by the growth of digitization. And it contributed immensely to the
expansion of this sector. As the cherry on top, cloud infrastructure,
P2P solutions, and... Read More »
TOP 4 FEATURES OF HIGH PERFORMING ON-DEMAND APPS IN 2021
have guided us to the future of service provision. Conventional
consumerism is being replaced by convenience, comfort, and custom-made
solutions. Purchases are personalized. Place, price, product, and
process have become all about personal preferences. This paradigm shift
is... Read More »
KEY KEN FOR REACT DEVELOPERS IN 2021
for front end development. Interface design using React tends to
establish user centric outcomes and cross platform support. The
solutions are immensely scalable and supports MVP development. The
following numbers boast abo... Read More »
5 WEB DEVELOPMENT TRENDS TO RULE 2021
The modern information society has rightly considered the internet
its backbone. It is the core. Globally, internet penetration has crossed
59.5%. All of this point at the inevitable necessity of web apps and the corresponding standards of web development
being expected. Today’s business lan... Read More »
REANALYZING DEVOPS FOR 2021: WHY YOUR FIRM UNDOUBTEDLY NEEDS A DEVOPS CONSULTANT
approach of DevOps has shown its significance across industries. The grit stems
from its ability to speed up deployments while simplifying maintenance of
existing systems. Best practices, automation, and other tools aid this
approach. It based on controlled iterations. In... Read More »
5 VITAL TRAITS OF A SUCCESSFUL NFT MARKETPLACE
$69 Million. This was the price of the most expensive non-fungible token ever sold.
Understanding the challenges and targeting a niche segment of
audience is crucial for any business launch. These factors become even
more important if you are planning to launch an NFT marketplace. In this
dis... Read More »
6 ESSENTIAL SKILLS TO LOOK FOR WHILE HIRING A NODE JS DEVELOPER IN 2021
Node JS is the latest programming rage in 2021. The platform is
Stack Overflow. Let us look at some statistics to back up this claim.
The platform reduces development cost by 58% according to NetGuru.Application performance i... Read More »
BENEFITS OF HIRING A SHOPWARE EXPERT FOR YOUR E-COMMERCE NEEDS
When it comes to design and development of ecommerce store fronts,
few platforms compare favorably to Shopware. The platform prioritizes
customer experience and flexibility. The desired by product of this
focus is increased conversion. Now let us look at what the market has to
Accordin... Read More »
HOW MACHINE LEARNING IS REDEFINING WEB DEVELOPMENT IN 2021
The need of the hour is scalable solution along with better customer experience. Web development,
in its conventional format, is almost reaching the pinnacle of its
existence. Recently, there is a lot of valuable noise being made by the
machine learning paradigm. It has seeped into various sph... Read More »
THE ULTIMATE GUIDE TO MICROSERVICES IN 2021
Microservices is a refined application paradigm. It is known to yield
functionalities as discrete services that are lightweight. It also
follows a well-fashioned API. Broadly reflecting, the evolution and
considerable advancements of tech such as IoT, big data, and, cloud has
brought about t... Read More »
WHY YOU SHOULD HIRE A DEDICATED MOBILE APP DEVELOPMENT COMPANY IN 2021
With over 6 billion smart phone users worldwide (Statista), the mobile app development market shows no sign of slowing down. Internet penetration also plays a significant part in this. Globally, there is 59.9% internet penetration according to Internet World Stats with over 5,168,780,607
internet... Read More »
THE ‘A-Z’ OF SKILLS TO LOOK FOR IN A MOBILE APP DEVELOPERS IN 2021
It goes without saying that mobile app development has surpassed the peak and is in a state of frenzy now. A positive frenzy at that. As of 2021, there are over 3.48 Million apps on the Google Playstore and another 2.22 Million
on App Store. It is common sense that this will only continue to rise... Read More »
BENEFITS OF HIRING AN IONIC APP DEVELOPER FOR YOUR BUSINESS
Let us talk about the Ionic development framework. It is developer friendly. It has native compatibility. It is front end agnostic. It has a developer centric community. And it is trusted by huge names like IBM, MasterCard, Comcast, NASA, Target, and McDonald’s. Following this, it comes as no surp... Read More »