Machine Learning with Java Training | Machine Learning Java Tutorial | Intellipaat
- December 25, 2023
- Posted by: MainInstructor
- Category: Artificial Intelligence Data Science Go Java Kotlin Python Scala
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Video Title: Machine Learning with Java Training | Machine Learning Java Tutorial | Intellipaat
Hey guys welcome to this session by intellipaat machine learning is one of the most trendiest carriers to have right now there are multiple languages that supported be it python beat our programming language and of course java the king of all programming languages right so keeping that in mind
We here in delhi part have come up with this uh java machine learning video to give you a lot of insight on the same well guys before we begin with the session make sure to hit that subscribe button and that bell icon so that you’ll never miss any updates from us
So coming to the agenda of the session we’ll start out by taking a quick look at a couple of machine learning facts after understanding this let’s take a fast-paced introduction to what machine learning is and of course why we require machine learning and after that we can check out all the
Tools that are present for us to go on to work with machine learning and of course the most important thing is that we check out the advantages of using java for machine learning now after this there are many many libraries in java with support for machine learning we’re going to check out
All of those libraries and of course i’ll be giving you tips on how you can begin your journey to learning java for machine learning as well and at the end of it we’re going to be discussing the average salary of java machine learning engineers and of course
The carrier trends that follow as well well guys without further ado let’s start the class even before we check out the first point on the agenda we really need to discuss some very important machine learning facts that you might or might not know for example did you know that artificial
Intelligence and machine learning is actually helping us a lot in uh you know combating the code 19 paneling that’s happening right now well it should actually not come as a surprise to you guys but uh artificial intelligence and machine learning you know there was a company who actually started picking up the
Rise in the number of pneumonia cases around wuhan china way back when uh you know wh o uh announced in fact it was actually two or three weeks even before who announced that you know there was a new virus among us so when you look at it ai and ml have uh
Have sort of helped in detecting the pandemic enough for you know these technologies are being put into full swing to see how it can help combat the pandemic itself and then coming to the second point uh you know whenever we talk about businesses it’s always uh you know we talking about the present
Or how we can better the future with respect to the product the brand or the sales value right in that particular case a lot of research has come to the common consensus that uh you know you can achieve somewhere around 95 accuracy while forecasting a lot of things in
Business for example sales numbers uh you know it can be a regional outreach to the people it can be the number of prospects you get prospects to uh you know customer conversion rates all of this right so you can uh with the help of machine learning you can actually predict this 95
Of the time so without using this there’s a good chance you cannot get to uh half of the accuracy that is achievable and now when you’re thinking about having that extra edge over your competition that’s definitely going to help make or break a business in today’s world right and 95
Is such an amazing number and i’m sure you guys know the value of that as well now coming to the uh rise of explainable ai solutions that we have right here is a wonderful fact for you guys uh you know there was a time uh back in
The day not so long ago when uh you had machine learning algorithms and you had ai solutions which would probably answer only yes or no right so if you if you’re gonna ask an ai chatbot saying is it going to rain today it’s going to either say yes or no
Now this explainable ai so it’s going to it’s going to give you a validation it’s going to give you an explanation basically instead of just saying yes or no so it has the complete capability to gel into our lives to talk more humanly to us rather than talking uh
You know like a computer so this kind of a achievement this kind of a feat in the world of ai and machine learning is definitely something that the world is looking forward to and if you’re wondering about if this is the future well let me tell you
Uh you know we’re already living in this kind of a future because in today’s world when you look at it right see for example the google assistant on your phone uh beat siri b cortana be it alexa all of these solutions are all explainable ai solutions out there right now and it’s
It’s growing faster and it’s getting better and better right so that particular case you know machine learning is having an amazing impact in today’s world when we talk about security right the biggest concern we have is threats around us be it in the online world or in the real world too
In that particular case machine learning is one of the most sought after domains where we’re trying to provide uh you know the best security possible in terms of biometric security you know it’s considered to be almost unbeatable in a way i would not say unbeatable of course because you know
For every uh lock there is a key as one would suggest and in this particular case for every tight-knit security solution there will be a hacker who might outsmart the best security methodologies out there right but then when you think about it it’s extremely difficult to outsmart a very
Powerful computer at its own game that particular case machine learning is adding a lot of value to security and in this world of privacy in this world of our data being online uh in our finances being online i think it’s very very important that we know that you know machine learning
Is helping us there too so next up uh you know on the agenda of this machine learning with java video let’s take a quick introduction to understand what machine learning is well if you’re in this video there is a good chance you might not well if you’re at this video there’s a
Good chance you might already know what machine learning is so let’s not delve too deep into the introduction but you have to understand that machine learning is one of these fields it’s a subset of artificial intelligence where we train machines to uh you know go on
And handle data on their own and give us information at the end of it without us having to program it at every single step or the way see data is considered to be a raw entity and information is considered to be a process identity which is obtained through the data
Right think of it like food you know you can buy raw food you know from the uh from the grocery stores in the supermarket but then once you cook it and you put it on your plate uh that sort of becomes uh information right it’s the same analogy here
But then the entire cooking process that’s not taken care by us that’s taken care by machines that’s another analogy which is a beautiful explanation to what machine learning can be because you are not programming the machine every single step of the way to tell how it should convert the data into required
Information but at the end of the day it’s learning that on its own using a certain set of standard algorithms and of course working with that too now when you’re thinking about a quick example you’re telling the machine saying hey this is an apple uh you’re going to show another or an
Example a couple of images saying all of these are apples right so you’re going to first show some data to the machine and say uh you know it’s an apple or not and now once as soon as you show green apple uh the machine is gonna be like wow this
Human didn’t train me on what that is like right so it’s all like three or four red apples and it’s like it’s an apple yes it’s an apple it understood it and then there was a green apple out there so it was like whoa look at this
Object you know the human never told me about any of these so it thinks that you know it’s similar to what i saw previously hence it’s an apple so that is where the machine learning aspect of things things come right so it learned on its own saying okay so it
Has the same shape of it so this could be an apple and it’s going to give you the probability of saying uh you know there’s a 70 chance or an 80 chance that this is an apple that’s going to be the actual output of this very quick animated example guys
So coming to the next part of the agenda you might have a question saying okay so why machine learning uh at all right so let’s think about this really beautiful example that i always pick up uh you know in 2016 uh google’s deepmind team came up with a beautiful solution
Uh with machine learning and artificial intelligence and it was called alphago so what happened the person that you see on the screen is lee siddall lisa doll is a multiple time world champion in the bold game called as go it’s considered to be the world’s most difficult board game out there right now
It takes a lot of skill it takes a lot of practice and of course it takes a lot of logic to uh you know use you use a lot of brain power to actually uh go and win a game and go and uh you know alpha go was an artificial intelligence computer which
Uh uh you know which went heads up against lisa doll and it won a couple of matches to show that you know uh you can be the uh in the most intelligent human out there to play the game of go but then as soon as google’s deep mind stepped in
Uh it is like you know machine can definitely win at this game too so you know multiple games alpha go 100 and it shows that in a way that it was really possible to beat the unbeaten lease at all at his own game that particular case it is definitely
Something and all of this was powered by machine learning all of this was powered by artificial intelligence so what can we take away something from alphago right and of course guys if you haven’t watched the documentary on this is a documentary on their own youtube channel so make sure
To check that out after this video now coming to the actual takeaway right it’s not that uh you know there’s a machine which could uh play a very complex game as go and of course it tried to conquer it and you know it was the better of the human
It’s that’s not the goal here the goal is uh for us to show in fact the goal of google deepmind team was to show that you know machines have the capability to mimic a human brain uh to almost a frightening extent right so it takes it takes a lot of skill a
Lot of logic and it takes a lot of human thinking to win a game uh called as go and then on and then now when you think about a machine which stands unbeaten and even in front of the best of the best uh go players across the entire world
Right now well then that just shows how far we have come with machines and how intelligent uh you know you know we’ve been with this as well if you guys can remember way back in the 90s there was an ibm computer called blue that did the same thing to gary kasparov or the
The just grand master as well and now you know right from the you know ibm days to the uh days of google’s deep mind we definitely have come a long way so when you’re thinking about how big machine learning is getting right see there’s a 43 growth right from
2018 all the way uh to the predicted 2024 number saying it’s going to be worth 30.6 billion dollars yes the entire ml market right uh now when you think about it you have startups you have mid-tier companies and you have full-blown multinational companies who are pouring millions of dollars every single year
Into research and machine learning why are they doing this they’re doing this because at the end of the day they know the worth of machine learning they know what value it will drive to their business and if they use it to the best of their ability it’s going to give them an edge
Over their competition it’s going to help put their products across the map and of course you know it’s going to make things really really smart without having to use a lot of manpower right so for all of those reasons there’s no wonder that machine learning is growing to
Be a beautiful domain right now which is extremely popular so machine learning is at the top of its game right now i’ll tell you why one thing is that it’s one among the top 10 carriers to have in 2021 and beyond and of course it’s always in demand
Because everyone out there want a machine learning engineer in one way or another there’s an amazing salary uh you know payroll out there be it a beginner even though you’re an intermediate user an advanced user you will know that the salary trends of being a machine learning engineer is amazing
And of course if you have friends in the field of machine learning i do talk to them and ask them about their job satisfaction because nine or ten of all the machine learning people uh or engineers that i’ve met are extremely happy with their jobs because one thing they know that they’re
Having a huge impact on the business that they’re uh you know dealing with or it’s just that uh you know they have an amazing salary to start their careers with uh they enjoy their job they’re learning a lot and uh you know it’s really good so if
You do have friends i would highly suggest you talk to them about the last point because you will get real life validation instead of me just showing it on a ppt and i think that will add a lot of value to your life so then coming to the tools that are
Used to learn machine learning right see one of the most common things whenever someone talks about machine learning is python python and of course now we have our programming language as well so whenever the talk is about data science whenever the talk is about data analysis these two programming languages always
Come to the center stage people will say if you want to learn machine learning learn python if you want to learn data analysis and go into data visualization and all of that learn the r programming language right i will tell you one thing these two programming languages are at
The top of its game for sure because python is of course the world’s number one programming language out there and r is a very very powerful programming language out there too but then there’s one more language you really have to talk about is java see java is actually an extremely
Popular programming language it’s used by millions and millions of people across the globe right now one thing you really have to know is that java was the king of all programming languages before python came about and python is holding the number one spot while java is holding the
Number two spot as of now now there’s a reason for its popularity is that it’s extremely easy to use and it’s that it’s in demand uh it’s it’s not that everyone across the globe you know half a million people or a billion people cannot move from java to python in a day
Even if they choose to java is extremely good at a lot of things that python is not good at in that particular case there is a demand for java developers across the globe continuously so after this video or in fact pause this video go to uh indeed.com or any of
The job hunt sites of your uh you know your favorite choice basically and just search for java developer this role of java machine learning you will understand that uh you know there’s extreme amounts of openings that you definitely can leverage on even though you might be a pressure
Uh you know if you’re if you’re even in college you know there are a lot of internship opportunities as well so why do we have this kind of a boom and this kind of a requirement for java of course it’s extremely easy to use but there’s an amazingly friendly and a huge
Developer base right see that there’s literally millions and millions of java developers out there right now uh you know all of these guys are working for their own products their own brands or whatever it is but at the end of the day java is an open source programming language and uh you know
When something is open source it’s gonna have a lot of attention to it so uh learning java for machine learning you really have to know all of this and the other points involved that is extremely powerful and at the end of the day you can do a lot of things with a
Lot less lot less syntax in my opinion so coming to the next section we can discuss the actual advantages of using java for machine learning right the two most important points we have to start out with the discussion is that one java is a portable language right
You can write it on your ipad if you want to macbook uh you can go onto a pc you can write it on a you can write it on a linux machine you can write it on a windows machine you can do you can basically write java wherever
You want because at the end of the day it has no native ties to the operating system with the hardware there it makes it portable and this is one of the most important reasons of why java became so popular too if it’s portable you can write code from anywhere you want
Second point is that it’s extremely easy to implement code because as i told you the entire approach of how java became famous is about you writing as less code as possible to have as big of a result as possible right small code big result that was the entire
Foundation of how java came about and that is sort of stuck through for a last uh you know one or two decades in a way where everyone now understands that you know it is really easy to use if you know the programming language if you’re trained in it
And of course you know of course at the end of the day you can have a lot of impact on the program itself that you’re writing if you are trained to write code in java and then do i really have to talk about java being object oriented because
I’m sure guys most of you viewers out here you might have heard of object related programming you might have used it in another language or you know how it works but then you have to understand that when you’re working in a production environment when you’re working
Uh you know in an actual big project kind of a situation having a language which is object oriented will make things so structured so easy to use and so veritable at the end of the day because you can have a lot of structured methodologies through which you’re writing the program
Itself and of course when you’re debugging it too so and that aspect be it being object oriented you know java it’s really an amazing thing and then when we talk about the community support as i told you it’s open source it’s gonna have a huge community out there
We ourselves have a community it’s called a telepath community make sure to put that up in a new tab and check that out as well so you have to understand that you know the community support that you get no matter if you’re a fresher or an intermediate user if you have a problem
With something that you’re writing you know a piece of code that you’re writing or solution that you’re trying to implement to a problem you can reach out to multiple forums out there online and there’ll be people who are more than happy to help you out with
Your problem in case if they know the answer to that because uh it’s not like uh you know people will not help you because you will grow or something like that that’s really not the case here uh because everyone wants to make sure that you know each other
Uh developer in this kind of a field in the family of java feels extremely uh welcome and supported as well so that particular case is an amazing point to talk about and then when i talk about java applications and development tools that exist right see look around you there’s a very
Good chance uh you know on your phone on your pc on your laptop or wherever it is there is a java application running one way or another you have to run games you require java in some way you have to run media players you might require java in another way
So i just gave you two very simple examples but nine out of ten things that we might do on our phones might require java in one way or another in the most simplistic form of course now in that particular case when it’s as big as this enough think about bringing in another
Ocean worth of technologies it has machine learning into this right so it’s it’s definitely a win-win and there are a lot of development tools out there for you know java your eclipse which is a beautiful ide and you know many many other frameworks that we’re gonna discuss now
But you know you really have to understand is that there’s no uh there’s no harm in picking up but you have to understand that there’s gonna be a huge trend right now or pretty soon with people uh jumping on the java train to make use of machine learning because python
And machine learning people have already exploited it almost and they’re seeing more powerful solutions through packages and after doing that people want a little bit of a little bit of a challenge to make sure that the machines can get more efficient than not right in that particular case
Using java for machine learning uh is one of the ways where developers are sort of very keen to do it and it’s happening right now so with that in mind i’m sure you guys will be wondering about what are the libraries that exist for uh you know machine learning
With respect to java right i think one of the most famous libraries that we have to talk about is deep learning for java or it’s also called as dl4j uh you know this is one of the libraries that is very very popular whenever someone wants to make use of
Machine learning here you know the java virtual machine you can make use of a programming language like kotlin you can scale it across multiple uh you know you can use the power of distributed computing basically with the use of scala and a lot of other things right so if
You just go on to google in this type dl4j or deep learning for java you’ll realize that it’s an ocean worth on its own but then my point here is to not overwhelm you guys with anything because see with right with the right amount of training i’m really sure that each and
Every one of you here can become experts be it in java libraries or build the entire machine learning uh with java aspect as well now one thing about deep learning for java that you really have to know is that again it’s an open source library it has a very good support for writing
Your own apis and it has very good documentary for building and using apis and deep learning for java supports the use of multiple programming languages out there whenever you have to you know work with uh you know more than one programming language for example maybe a rapper language or so
And then of course the support for hadoop and apache spark right see whenever we talk about apache spark and hadoop you really have to know we’re talking about distributed computing we’re uh you know we’re going to talk we’ll be talking about big data and how best we can
Uh ingest the data work with it and share a programming load across multiple computers in a network or an array right so in that particular case uh using all of these and having the support to just use this is something which deep learning 4j outshines the other
Java libraries in my opinion and then of course the second java library we have to talk about is wake up wake up is now a very very very popular java library it supports a lot of things but for primary reasons you know whenever we talk about machine
Learning we talk about data mining how we can pick up insights from the data that we cannot uh with the naked eye and of course you can talk about any sort of algorithms and working right you’ll have classification you’ll have types of regression uh your clustering and all of that right
So even if you’re a person who doesn’t know what classification is regression is or clustering is looking at the graphs on your screen there’s a good chance you know if you if you probably take five minutes you can actually understand what’s happening on the screen there and uh you know that’s how
Easy it is and that’s how easy the concepts of machine learning are if uh if if you are willing to learn and of course if you’re willing to get trained in it it’s something definitely useful a small graph such as this will have huge impacts on the businesses
And of course with the usage of rika there’s a lot of companies that make use of wake up and that particular reason makes it very popular and a lot of developers really are looking forward to this and then the next important library we have is java ml it’s also called as java machine
Learning as the name suggests it’s another very very beautiful java library to use for machine learning it has really beautiful documentation in my opinion if you ask me documentation is something which is very important whenever you’re learning anything right uh even if it’s if it’s not even if it’s not machine learning even
If it’s artificial intelligence even if it’s deep learning or whatever it is documentation is important and java ml provides amazing documentation uh you know it has the capability to handle a lot of database activities as well because with machine learning one thing is that more the data the
Better the machine learns right that’s a common consensus now talking about that you really have to know how data works uh and in fact you the library that you use should support easy data ingestion and data processing methodologies as well in that particular case uh java ml
Definitely does that and of course the support for types of classification we have clustering and we have in detail implementation and workability in terms of data manipulation with the support from databases uh you know across multiple domains as well and then the next one we have is
The advanced data mining and the machine learning uh systems is another beautiful java library out we have out there for machine learning it supports everything from data mining complex data processing data streaming yes data streaming visualization good documentation a lot of other things see now it’s not like you have to learn
All of these java libraries to get started with your learning in terms of machine learning with java one thing is that all of these like flavors of ice cream right so i cannot tell you hey just start picking picking up waka and start working with it or just pick up
Java ml to work with it to do that you know to find something which is really good for you you really have to put your hands into all of these to try for at least a beginner’s level of learning right so in that particular case once you get
There you will know what is for you you will know what probably your company or your business expects to use and of course what best can take you from your problem statement to your solution based on that you will be picking up one of these java libraries right
And in fact another one we have is apache mahout again mahat saves uh you know a lot of time a lot of processing power it is a beautiful uh library to use you can build amazing machine learning apps out there it’s had a support for multiple recommendation systems clustering and classification algorithms
Recommendation systems are extremely popular in today’s world be it if you’re shopping on amazon watching a show on netflix uh you know even when you’re browsing on your instagram or facebook timeline you have a lot of recommendation systems and complex algorithms extremely complex algorithms working in
The back end to make sure it’s bringing you the highest quality content that you like you know it’s uh whenever you think about any social media it’s all about providing the most personalized experience out there for you and of course they cannot cater to each and every one
Uh manually right and that’s why machine learning is out there apache my heart is one of these tools that provides you and your business the opportunity to actually go on to do this and in that particular case i think you know there’s another beautiful uh java library that definitely deserves to mention
Now with that coming to the next section of you know machine learning with java i’m sure you guys will have questions about how you can begin learning with uh you know machine learning for java right so that particular case i have a couple of tips that you guys can use
Uh to start your learning the first point on that is that you guys will definitely have is that you know do you require a degree in computer science to start working with java machine learning my answer to this uh well depends on all the companies that you see on your screen right see
You have ibm you have google you have apple you have tesla bank of america hilton these are trillions of dollars worth of companies trillions it’s not billions anymore it’s trillions all of these guys say we really do not want a computer science degree from you you just have to be
Certified you have to be trained you have to have the skills to do it and if you’re really good at what you do we’re going to hire you it’s as good as this and it’s not just these five or six companies you see on your screen there’s thousands of other companies out there
Who are following in the footsteps of these companies because they realize that you know there might be someone who picked up digital marketing for their uh degree of choice and then they spent one or two years uh learning hard uh you know about machine learning about
Java and all of that and now they’re completely skilled they’re trained and they’re certified of course right so that’s all they require the degree is probably one of the requirements that you will have to clear but upon that the most important thing that’s going to have a huge impact
On your resume and your career is definitely going to be uh the skills that you have so so for that particular aspect of things even if you do not have a computer science background worry not you can learn machine learning for java in a very structured way for sure
So with that my first tip for you guys whenever you learn uh you know machine learning is learn logic building very very important thing that you really have to know even before you start programming is that take a problem statement do not use machine learning see how you can solve
That problem if you are a human and then try to think of how a machine can do it faster than you and then think about how a machine can do it if you are not in the picture see using this kind of an approach that you take a step-by-step three or four
Step approach that i call uh will definitely help you understand how your machine is learning and understanding see machine learning whenever you’re discussing with probably a non-technical audience you know you it is very difficult to convey how machine learning works but then if you have the capability to know how the
Logic itself works know how the weights are trained know how the machine uh you know actually learns the process of learning is what gives its name so you knowing how the logic of this works and you knowing how you can attack problems and provide a solution out there is very important
So my first tip for you guys uh if you’re looking towards learning java machine learning is learn logic building the second thing is the foundational concept and the second thing is that you really have to be thorough with the foundational concepts just like any other programming language
Just like any other tools out there or anything with machine learning and deep learning in the picture you really have to be extremely thorough with all the basics uh here we’re talking about using java so you really need to know how java works how the object oriented structures work how looping works
Uh and how the program flow itself works because if your foundation is pretty uh you know if you’re from if you one thing you really have to know is that if your foundation is not that strong you will have a hard time coping up with how to use machine learning because the
Syntax can get complex and intimidating for a beginner but it will be really easy if you know how to work your way through simple syntaxes so in my opinion i would highly suggest that you guys be thorough in all the basics of the programming language itself understand how it works
And what you do to the program and how that impacts on the uh output as well so that’s what that’s an important step that you can take in becoming experts in java machine learning and then after you’ve become thorough with the basics after you understand the
Logic of how things work the next thing is that of course we’re talking about machine learning so you have to learn the machine learning algorithms right so there’s many types of machine learning out there the supervised learning unsupervised learning reinforcement learning so you really have to know how these
Machine learning algorithms work and what sort of an algorithm should you use for your current problem uh to solve that right so you might have a classification problem at your hand you might have to use regression multiple times you might have to use a couple of reinforcement
Algorithms out there to uh you know train your machine into understanding things so depending on what your requirement is right there is no one uh machine learning algorithm that’s gonna cater for every problem out there no that’s that’s not the case so you will have to learn multiple algorithms
Because at the end of the day if you know how these work uh you will know how to solve it and how best you can uh you know approach problems and definitely uh solve them without you having to put much effort rightly if there is one
If there is one problem we can commonly agree that there might be five or six ways of how we can solve it now if you know at least three or four ways among those five or six ways of course you’re very skilled you have the experience
And a lot of people will prefer having you because you you have the capability to think more than just one way so if you’re learning this you have to learn the machine learning algorithms out there then in my opinion what adds the most value is if you have hands-on experience
See hands-on experience is one of the most important things in any programming language either be java be it python whatever it is because with practical experience only you will learn you cannot theoretically learn a programming language that is one important thing that i have to tell you guys at this
Point of time of course your theoretical concepts will definitely get you across the foundationals uh it’s gonna get you to an intermediate level of programming but if you have not put in the time and the effort to actually go on to practically implement something that you have learnt your learning will not be
Complete guys so make sure that you have the hands-on experience that’s required to learn any programming language out there and my last tip for you guys is that have some sort of certification training in hand see these are concepts which can get a little intimidating if you’re a beginner
And it can get tough if you’re trying to learn on your own with a good certification program you will have a lot of advantages to you uh you know you can have top notch learning from experts across the globe you can have you know very good support you can have industry level projects
You can have uh you know you can have a career support as well so considering all of that i’m sure if you’re at this point of time you will know the value that a certification will add to your career right it’s not only that you you might want to
Do it sometimes you will have to do it because there will be corporate requirements that says hey if you have to uh you know get into this particular job you need to be certified in this and this you need to have cleared an examination a certification examination and that
Well to do all of that you really need some sort of expertise right so for that i think definitely a certification training program is the way to go for you guys to master uh java because this uh one investment that you do for your career is gonna pay dividends for a
Really really long time uh you know for your entire carrier as well so with that in mind i think you guys will have a question saying okay so all that is good but what’s the average salary or machine learning developer who works with java can expect
Well a java ml engineer has a beautiful salary trend it’s around 112 000 dollars per annum in the us it’s around seven lakhs per annum in india and of course it’s around 58 000 pounds in the united kingdom now when you’re thinking about these numbers right these are the average
Numbers that are that have been achieved across the globe uh what you have to think about is that if you have the right skills if you have the right training and if you basically know machine learning and java in and out understand this there are companies out there that’s going to pay
You the amount that you ask for no matter where you are in the entire world because there is a huge demand for machine learning engineers today and if you’re very good at solving problems because any id concept we have is basically where we have a problem and we’re using machines to solve it
And if you can do it in a very good way no matter how small the companies how big the companies they will want you there right so having expertise in machine learning will give you an average salary of this but you can you you should not be
Surprised if you can get salaries two or three times this as well so whenever you look at salaries i would really suggest uh you have to know that it’s it’s the average salary numbers that are put up you can either get a lot more than that or of course if you
Uh might not have uh uh you know all the experience required of the expertise you can get a little less than the number shown here as well but it’s always in my opinion that people have got salaries more than the average of it being a beginner or an intermediate person
With the right certification training program so i would highly suggest you guys to look into that and now the next question you might have saying okay so what are the career trends i can expect with machine learning for java right uh you know you will start out by
Working as a java machine learning associate a couple of years down the line you can become a machine learning product manager where you’re given the entire aspect of architecting a product uh you know and managing an entire product with the use of machine learning
And at the end of it a couple of years from there you will grow towards becoming a machine learning architect and as a machine learning architect you will know the in and out of how machine learning works how you use it to build a product and
How best it can be used with java to uh you know provide solutions out there so whenever we think about any of these carrier trends that you really have to understand that there is beautiful growth right now as we speak 2020 2021 and beyond uh with java machine learning so i would
Highly suggest you guys check on it and understand that there are a lot of job opportunities right now see all the uh companies that you see on your screen use machine learning in one way or another so there’s a very good chance you know all of these guys
Or a majority of these guys are right now in the middle of a pandemic in a recession hiring for machine learning uh engineers because this is one of the jobs that’s resistant proof because people really require that there’s huge demand out there and if people are not filling the demands
Wealthy companies will slow down and they don’t want that so keeping all of that in mind there’s huge amount of job opportunities right now and i really suggest right see uh you know all of these are facts until you verify them right so i i definitely suggest after this video you
Guys head to your favorite job cross hunting website just type machine learning engineer or machine learning java find out how many uh you know thousands of jobs out there that’s across the world and if you once you’re trained and once you have the skills to apply for it
And uh you know you’ve put in the time and the effort to do it i’m very sure that you know you guys out there every one of you that’s watching this video who’s made to this point in the video at least uh for sure that you know you guys
Will have the capability to get in there as well so keeping that in mind here are my final thoughts for this particular presentation here’s a beautiful quote by dave waters he says computers are able to see here and learn welcome to the future while that’s a really beautiful code considering we are living
Around machine learning we’re living among the most powerful artificial intelligence and machine learning solutions out there that are that are that are in our phones that are on our mobile and other homes that are in our cars uh you know that’s in space uh that’s in that’s in airplanes
Wherever you think of it there is machine learning even in the field of medicine right so that particular case this is a this is a field that is probably just like flowering right now uh you know once it opens up into all of its beauty and extreme power of
Today’s uh computing power we have uh right now uh you know i would definitely think that this is this is the future that we really have to invest in and if you’ve seen for the last five six years there’s a huge jump where everyone wants to get towards machine
Learning why do you think that is because people realize the worth of this and they realize that this is a bulletproof career to have and understanding that you can have a huge impact in today’s world as well so considering that i would definitely suggest you guys jump on the trend check
Out java for machine learning and of course you know become experts in these concepts and have a good uh effect on your career and of course an impact on today’s world too we hope this session on java machine learning was very informative for you all if you have any comments any
Suggestions or any content request as well make sure to head down to the comment section and do let us know we’ll be more than happy to help you out there on that note i hope all of you are keeping safe i wish you well and i’ll see you in the next one
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Guys, what else do you want to learn from Intellipaat? Comment down below and let us know so we can create more such tutorials for you.
I started today to learn, please send me more continueous videos. Am so interested in learning it so I hv to develop a final project if my course
I want to know . Java with AI job availability compared to python. And how can we search for the job in Java AI/ML from india.
арууууу индуска
Let me tell you one thing. Don't learn machine learning start building a project with zero idea. Because if you build something you will gain something.
Jai Ganesha deva 😍
Is Java-MIL getting updates anymore? The last update is from 2012. Am I wrong in verifying this?
Only one video on ML in java ?
Sir can I implement machine learning algorithm in java for making Android app on Android studio plz reply must
I want to know . Java with AI job availability compared to python. And how can we search for the job in Java AI/ML from india.
Can you please tell us that from where to start learning about these libraries, like i know java basics but from where to get info about these libraries and examples on how to use them?
Please share some simple java ml projects
There is only one video on ML with java?
You all are doing great !
Love ❤❤