#Machine Learning for Beginners

[craftingtableus]

Home Automation Electronics Kit

Discover the fascinating world of smart home technology with this interactive learning kit, designed to spark curiosity in young minds. Combining the versatile ESP32 board with engaging story-based activities, this kit immerses children in the exciting world of home automation. Packed with a variety of sensor modules and programming tools, it allows young learners to build, experiment, and protect a smart home while honing essential STEM skills. Perfect for nurturing creativity and problem-solving abilities, this hands-on kit offers a fun and accessible introduction to the future of technology. Ready to dive in? Click the link to learn more and make your purchase!

[machinelearningsite]

Most machine learning models work fine on their own — but what if we could make them work together and perform even better? That's exactly what Ensemble Learning does. In my latest blog, I dive into how combining multiple models (just like a band of musicians) can create smarter, stronger systems —

[learnwithcadl123]

Machine Learning For Beginners In Zirakpur (CADL)

[wandaluvstacos]

I am begging people to stop buying this damn sewing machine for anyone older than 12.

As a toy for children, it's acceptable. If you ACTUALLY want to sew something, do not get a cheap piece of crap from Walmart for $35!! You'll work on this thing for 15 minutes, it will suck, you will get frustrated, and then you'll tell yourself that you are simply incapable of sewing and that it's too complicated for you. But it's not your fault-- you are working with a child's toy. That's like giving up on driving a car because your Barbie Jeep's battery dies the first 5 minutes you're in it.

My two recommendations:

First and most recommended: You get a LIGHTLY USED modern plastic machine for cheap off Facebook Marketplace or your local sewing machine repair shop. I'm talking less than 10 years old. You ask the seller "do you use this regularly" or "has this been serviced". Try to buy from someone who has used the machine recently because they'll know its ins-and-outs. You can find a modern machine for like $30 on Facebook Marketplace from someone who has actually used it (I would not recommend Goodwill or anywhere you can't speak to the person who used it before you, if you are just starting out). One highly recommended modern machine for beginners is the Singer Heavy Duty.

It's $200 new but you can easily find one much cheaper used. It's simple to use and will hold up to basic sewing for the time it will take you to decide whether you want to sew or not. Other modern Singers suck ass; save yourself the trouble. Go with the Singer Heavy Duty or a Brother, or even a Janome if you can find one cheap enough. Stay away from anything that's not a time-trusted brand.

The Brother CS6000i is a decent beginner's machine.

Again, do not buy machines off eBay unless they make it CLEAR that it has been fully serviced and is in perfect working condition. They honestly aren't much cheaper used on eBay than they are new, so best to buy it from someone on Facebook Marketplace or at a sewing machine repair place.

Second recommendation: Buy a VINTAGE METAL machine that has been fully serviced or in perfect working condition. These are more difficult to find serviced, so I wouldn't recommend it unless you find one on FB Marketplace (though the one I got on eBay worked perfectly out of the box). There will be TONS of very cheap vintage machines on FB Marketplace, but the problem with these is that they've often been sitting in a cabinet for 20 years, unused. Not great for learning on. You can also buy one of these machines and have it serviced, but having a machine serviced will cost more than the machine is worth, more often than not.

There are benefits to a vintage metal machine over a modern plastic one. it will last your lifetime. It can sew through thick, difficult fabrics. They're much better looking imo. They likely won't break unless you drop them down a stairwell. However, the oldest ones only do a straight stitch, and speaking as someone who has vintage and a modern machine... the automatic buttonholer and overlock stitch are nice to have! But the vast majority of the stitching you will do will only be zig zag (for stretch knits/elastic) or straight stitch. The zig zag feature became available in most domestic sewing machines by the late 1950s.

Any vintage machine made before 1970 will be fine to sew with; everything was pretty good quality back then. 1970s era Kenmores are ugly and basic but they are cheap while also being excellent machines, and they're the "newest" domestic machine you can get that's still all metal.

Any Singer will have easy-to-replace parts, have easily findable user manuals, and every sewing machine repairman will be able to fix them. The uglier ones in the 1960s are dirt cheap, if you make sure it's not younger than the 628 or 337. Both of these machines are the cheapest vintage all-metal Singers you'll find and they work fine (and they do zig zag stitches).

Do NOT get a Touch n Sew or Stylist made in the late 1960s or later. Generally if it has plastic buttons, it's got something plastic inside (not always, but with Singers, often). These Golden Touch n Sews are in fact Touch n Throw (away).

Any old black machine will be fine and very simple to use, and I think they look gorgeous, but they only straight stitch, so you won't be able to sew your own leggings on them. If you only want to make curtains, quilts, or bags or something, they will work fantastic for that. Just make sure they're serviced, as these things usually are not.

I'm going to talk to my younger, beginner self: Just because it's a used, older machine does not make it worse!

Even used modern plastic machines can work fine. It's rare that people are selling a machine as WORKING when it doesn't work. People tend to be honest about it. Usually they are selling it because they lost interest, it was given to them by a family member, or they just don't use it enough to keep around. Buying used is almost always the best, cheapest option for a beginner. Stop buying these cheapo gadgets on Amazon! They will only make you hate sewing machines.

[anielskaaniela]

How to Sew Own Clothes for Beginners - Free Sewing Patterns

In this post, you will learn how to sew own clothes as beginner. Love what you see ? Support me by snagging some cool items from my shop! Every purchase helps me bring you more awesome content. Thank you! Shop Now Why Sew Your Own Clothes? Sewing your own clothes is a fantastic way to express your personal preferences and style. It offers the freedom to create unique pieces that fit you…

[prismatic-sprinkles]

You get knitters that turn to crochet and never look back.

You get crocheters that turn to knitting and never look back.

Then you get me, collecting fiber crafts like Infinity Stones

[kk-monkey]

My dad got me a beginners sewing machine and I made little hearts out of my old jeans!

I’m putting little pockets on them and hanging scrap pieces!! They look cute but also messy and ugly so Ive just been calling them bad luck charms!!! It’s gonna catch all the back luck!!! 😆💖👏😁😆💖👏🥹

[kieraoonadiy]

Ever wanted to learn how to sew?

Ever look at a sewing machine and feel daunted by how to get started?

This video will help demystify the ins and outs of using a sewing machine.

The video is intended for beginners, but others who know the basics may find this video useful on how to avoid snags and loops on the bobbin thread side of their projects!

[ogxfuturetech]

The Comprehensive Guide to Web Development, Data Management, and More 

Introduction 

Everything today is technology driven in this digital world. There's a lot happening behind the scenes when you use your favorite apps, go to websites, and do other things with all of those zeroes and ones — or binary data. In this blog, I will be explaining what all these terminologies really means and other basics of web development, data management etc. We will be discussing them in the simplest way so that this becomes easy to understand for beginners or people who are even remotely interested about technology.  JOIN US

What is Web Development? 

Web development refers to the work and process of developing a website or web application that can run in a web browser. From laying out individual web page designs before we ever start coding, to how the layout will be implemented through HTML/CSS. There are two major fields of web development — front-end and back-end. 

Front-End Development 

Front-end development, also known as client-side development, is the part of web development that deals with what users see and interact with on their screens. It involves using languages like HTML, CSS, and JavaScript to create the visual elements of a website, such as buttons, forms, and images. JOIN US

HTML (HyperText Markup Language): 

HTML is the foundation of all website, it helps one to organize their content on web platform. It provides the default style to basic elements such as headings, paragraphs and links. 

CSS (Cascading Style Sheets):  

styles and formats HTML elements. It makes an attractive and user-friendly look of webpage as it controls the colors, fonts, layout. 

JavaScript :  

A language for adding interactivity to a website Users interact with items, like clicking a button to send in a form or viewing images within the slideshow. JOIN US

Back-End Development 

The difference while front-end development is all about what the user sees, back end involves everything that happens behind. The back-end consists of a server, database and application logic that runs on the web. 

Server: 

A server is a computer that holds website files and provides them to the user browser when they request it. Server-Side: These are populated by back-end developers who build and maintain servers using languages like Python, PHP or Ruby. 

Database:  

The place where a website keeps its data, from user details to content and settings The database is maintained with services like MySQL, PostgreSQL, or MongoDB. JOIN US

Application Logic —  

the code that links front-end and back-end It takes user input, gets data from the database and returns right informations to front-end area. 

Why Proper Data Management is Absolutely Critical 

Data management — Besides web development this is the most important a part of our Digital World. What Is Data Management? It includes practices, policies and procedures that are used to collect store secure data in controlled way. 

Data Storage –  

data after being collected needs to be stored securely such data can be stored in relational databases or cloud storage solutions. The most important aspect here is that the data should never be accessed by an unauthorized source or breached. JOIN US

Data processing:  

Right from storing the data, with Big Data you further move on to process it in order to make sense out of hordes of raw information. This includes cleansing the data (removing errors or redundancies), finding patterns among it, and producing ideas that could be useful for decision-making. 

Data Security:  

Another important part of data management is the security of it. It refers to defending data against unauthorized access, breaches or other potential vulnerabilities. You can do this with some basic security methods, mostly encryption and access controls as well as regular auditing of your systems. 

Other Critical Tech Landmarks 

There are a lot of disciplines in the tech world that go beyond web development and data management. Here are a few of them: 

Cloud Computing 

Leading by example, AWS had established cloud computing as the on-demand delivery of IT resources and applications via web services/Internet over a decade considering all layers to make it easy from servers up to top most layer. This will enable organizations to consume technology resources in the form of pay-as-you-go model without having to purchase, own and feed that infrastructure. JOIN US

Cloud Computing Advantages:  

Main advantages are cost savings, scalability, flexibility and disaster recovery. Resources can be scaled based on usage, which means companies only pay for what they are using and have the data backed up in case of an emergency. 

Examples of Cloud Services: 

Few popular cloud services are Amazon Web Services (AWS), Microsoft Azure, and Google Cloud. These provide a plethora of services that helps to Develop and Manage App, Store Data etc. 

Cybersecurity 

As the world continues to rely more heavily on digital technologies, cybersecurity has never been a bigger issue. Protecting computer systems, networks and data from cyber attacks is called Cyber security. 

Phishing attacks, Malware, Ransomware and Data breaches: 

This is common cybersecurity threats. These threats can bear substantial ramifications, from financial damages to reputation harm for any corporation. 

Cybersecurity Best Practices:  

In order to safeguard against cybersecurity threats, it is necessary to follow best-practices including using strong passwords and two-factor authorization, updating software as required, training employees on security risks. 

Artificial Intelligence and Machine Learning 

Artificial Intelligence (AI) and Machine Learning (ML) represent the fastest-growing fields of creating systems that learn from data, identifying patterns in them. These are applied to several use-cases like self driving cars, personalization in Netflix. 

AI vs ML —  

AI is the broader concept of machines being able to carry out tasks in a way we would consider “smart”. Machine learning is a type of Artificial Intelligence (AI) that provides computers with the ability to learn without being explicitly programmed. JOIN US

Applications of Artificial Intelligence and Machine Learning: some common applications include Image recognition, Speech to text, Natural language processing, Predictive analytics Robotics. 

Web Development meets Data Management etc. 

We need so many things like web development, data management and cloud computing plus cybersecurity etc.. but some of them are most important aspects i.e. AI/ML yet more fascinating is where these fields converge or play off each other. 

Web Development and Data Management 

Web Development and Data Management goes hand in hand. The large number of websites and web-based applications in the world generate enormous amounts of data — from user interactions, to transaction records. Being able to manage this data is key in providing a fantastic user experience and enabling you to make decisions based on the right kind of information. 

E.g. E-commerce Website, products data need to be saved on server also customers data should save in a database loosely coupled with orders and payments. This data is necessary for customization of the shopping experience as well as inventory management and fraud prevention. 

Cloud Computing and Web Development 

The development of the web has been revolutionized by cloud computing which gives developers a way to allocate, deploy and scale applications more or less without service friction. Developers now can host applications and data in cloud services instead of investing for physical servers. 

E.g. A start-up company can use cloud services to roll out the web application globally in order for all users worldwide could browse it without waiting due unavailability of geolocation prohibited access. 

The Future of Cybersecurity and Data Management 

Which makes Cybersecurity a very important part of the Data management. The more data collected and stored by an organization, the greater a target it becomes for cyber threats. It is important to secure this data using robust cybersecurity measures, so that sensitive information remains intact and customer trust does not weaken. JOIN US

Ex: A healthcare provider would have to protect patient data in order to be compliant with regulations such as HIPAA (Health Insurance Portability and Accountability Act) that is also responsible for ensuring a degree of confidentiality between a provider and their patients. 

Conclusion 

Well, in a nutshell web-developer or Data manager etc are some of the integral parts for digital world.

As a Business Owner, Tech Enthusiast or even if you are just planning to make your Career in tech — it is important that you understand these. With the progress of technology never slowing down, these intersections are perhaps only going to come together more strongly and develop into cornerstones that define how we live in a digital world tomorrow. 

With the fundamental knowledge of web development, data management, automation and ML you will manage to catch up with digital movements. Whether you have a site to build, ideas data to manage or simply interested in what’s hot these days, skills and knowledge around the above will stand good for changing tech world. JOIN US

[unopenablebox]

in theory there is a series of next classes on sewing machine use to take, featuring instructions on various techniques

but as far as i can tell learning to assemble a tote bag has taught me everything i need to assemble drawstring project bags, which is what i actually got into this to learn to make in the first place

so im just going to book sewing machine time for next week, pre-cut some fabric i already have at home according to a drawstring bag pattern i found, and just. try making things?

[machinelearningsite]

Transfer Learning Explained: Save Time and Improve Model Performance

Want faster, better machine learning? Transfer learning uses existing models to get great results, even with less data. Discover how!

Imagine you’re learning to play the guitar. Instead of figuring everything out from scratch, you watch an experienced musician, follow their techniques, and build upon their skills. That’s exactly how transfer learning works in the world of machine learning! Instead of training a model from the ground up (which takes forever and a lot of data), we take a model that has already learned from vast…

[learnwithcadl123]

https://cadl.in/machine-learning-course-in-zirakpur-with-certification

Machine Learning For Beginners In Zirakpur (CADL)

[mushrooms-n-frog]

cat couch 2.0!! only one mental breakdown this time!

[running-in-the-dark]

over the past few days I've switched from watching lots of cleaning videos (which was good because they made me want to clean - though that effect is still there for now) to sewing videos (which is very very bad because now I want to sew more and get a sewing machine that actually works right (I got mine used for like 50€ and it's very basic and a lot of things just keep breaking/not working (which is probably at least in part because I don't know enough about using it correctly)))

[williamthiek]

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