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Skills Youโll Learn
AI model development using Keras
Using Keras, develop deep learning models as if you were assembling LEGO in the desired shape
API/web service development using Flask
Full stack development of AI services equipped with AI models (DB integration) - only the core is fast and easy
Deployment using AWS
Deploy AI apps/RestAPI developed on the most popular AWS cloud server
AI-based prediction service full stack implementation skill
Insights on AI-based predictive bot projects. Utilizing prediction-based anomaly detection
AI-based smart farm construction skills
Skills for building a full stack of AI apps that play a core role in a smart farm system
AI-based smart factory full stack construction skill
Skills for building a full stack of AI apps that play a core role in a smart factory system
Backend development using Flask framework
Using the Flask framework - Implementing AI web services with your own ideas
Front-end development skills
HTML, CSS, JS to implement AI web services with your own ideas
Deep learning development skills using Keras
Problem definition, data engineering to deep learning, assessment, and analysis
Learn your own AI model using various algorithms
AI model learning using machine learning and deep learning algorithm source code
< ๐ > Machine Learning Engineer [AI Coding-Doo Appearance]
Project-based deep learning service development ~ deployment course.
ML/DL/Web Services/Web Development/Backend/Front-end/DB, SQL/AWS
๐ฅ๐ฅ๐ฅ I will share this kind of knowledge. ๐ฅ๐ฅ๐ฅ
- ๐ฅ Lectures where you learn basic concepts and even do projects
- ๐ฅ Learn all the theories to create deep learning projects
- ๐ฅ Largely with machine learning (deep learning) and web development technology (back-end, front-end, DB)
- ๐ฅ Deep learning model (AI, deep learning model) learning based on image data
- ๐ฅ Equipped with that deep learning model Development of 'Deep Learning Web Service Project' From Deploy to cloud servers upto
- ๐ฅ Learn step by step with a codebase
๐๐๐ Time required for the course
(If you know the Python programming language to some extent)
- ๐ฅ 4 hours a day from Monday to Friday
- ๐ฅ I think it's appropriate to take the course with a steady and immersive monthly goal.
๐๐๐ This course is.
- ๐ฅ โHundredsโ of students have acquired knowledge quickly and easily since they were stubborn in October 2021. (Currently until May 2022)
- ๐ฅ No separate ads.
- ๐ฅ The introduction page is not flashy.
- ๐ฅ I want students who really need it to take the โexperience/skills/knowledgeโ they have gained so much easily and quickly.
- ๐ฅ After all, I hope it will help me in my actual work.
- ๐ฅ I think that what students really need is a good lecture, and a good lecture is shown as a result/performance.
- ๐ฅ What students really need is to study everything from beginning to end first.
- ๐ฅ And in the end, we're pragmatic. Practical. โSkills that can be appliedโ & โapplied experienceโ are required.
- ๐ฅ Studying IT requires project-based studies and a top-down approach.
- ๐ฅ Shoot with the easiest technique because of the many difficult techniques, so don't miss out on what you really need to know.
- ๐ฅ However, this technology is also used in business.
๐ช๐ช๐ช If you listen to this lecture.
-- Today's job posting keywords --
- ๐ฅ You can become an AI engineer
- ๐ฅ ML/AI Engineer too.
- ๐ฅ Machine learning (ML) engineers hold the backbone.
- ๐ฅ Learn about backend development. I also learned about front-end development.
- ๐ฅ Learn the basics of databases
- ๐ฅ Insights can be obtained in ML product planning/development.
- ๐ฅ Capable of research/development/deployment of ML web services from beginning to end.
- ๐ฅ Capable of research/development/deployment of deep learning web services from beginning to end.
- ๐ฅ Cloud AWS server can be deployed.
- ๐ฅ Good for getting the basics of AI (deep learning) and web services.
๐๐๐ How.
- ๐ฅ Fastest in the world
- ๐ฅ With the easiest technology
- ๐ฅ Only things that are important to understand
- ๐ฅ While working on 2 projects.
- โก Smart Farm - Bad Apology AI Prediction Web Service
- โก Smart Factory - Defective Parts AI Prediction Web Service
- ๐ฅ Tukdak AI project completed imperceptibly
๐ฃ๐ฃ๐ฃ Who are you with?
- ๐ฅ Working with a backend developer while working as a deep learning engineer in the business.
- ๐ I want to share my knowledge with someone who is willing to be a lecturer.
๐ ๐ฉโ๐๐จโ๐ After listening to all of these lectures.
- ๐ฅ You can apply it to your own work/project/contest/graduation work/portfolio/business.
- ๐ฅ You only need to focus on the detailed fields of interest based on advanced technology through various lectures/books you are interested in.
--------------------<< Just read this far โโโโโโโโ
โ If you don't understand after reading all of the above articles, another course might be suitable ๐๐
You won't be able to see the following content!!!
It's a waste of time
For those who are sympathetic!!!
Follow the detailed curriculum below, and let's share our knowledge and learn together!
two! two! etc! Chapter! Let's take a look and see โXXX coding courseโ,... โXXX deep learning courseโ
Let's see you next time, let's see where, โA class like this jewelโBe sure to see it this time!
everyone!
Have you ever heard the phrase โtime is nothing, nobody waitsโ? In today's rapidly changing world, and during this hectic time of the pandemic caused by the coronavirus disease, why not take advantage of the time you don't have to wait to improve your values and abilities in life to the next level?
Because everyone is given the same amount of time. But tomorrow may change depending on how you use that time. For developers, coding skills and development skills create a wall called a project, and as they break that wall, they suddenly grow by storm! Don't just do the deep learning that you and I do! Other than web development that only creates boring bulletin boards, the important thing Development of AI apps, AI systems, and AI services that can actually be usedThat's it!
# What you'll get if you take this class
โท Basic concepts of deep learning and machine learning
โท Understanding, principles, and development of a simple web system full stack development
โท Implementation and development of AI actual projects
โท Servicing AI projects: Deploying to cloud servers
โท Full-stack experience from AI app development to deployment
โท How to use various AI services: smart factory, smart farm, AI prediction system, AI judgment system
โท I became an AI developer
โท Your own AI app service implemented in practice
โท Latest deep learning development, web system development technology
โท Project Outputs
* Key deep learning learning/evaluation algorithm source code
* Latest deep learning learning/evaluation algorithm source code
* AI web service development full source code
# Technology stack adopted in this class
It's not difficult:): The following techniques all have one very important thing in common! These are technologies that can be easily developed, have excellent productivity, and have extensive data when Googling. As a result, we can focus on developing a full stack of AI programs, which is our original purpose. Let's make a little use of the following content! So we can quickly reach our only goal as an AI developer three steps faster!
โทPython (I also do elementary school students)
โทDeep Learning Concept/Development (I also do non-majors)
โทKeras (It can be developed with the fewest number of lines and codes among the deep learning libraries created by genius brothers)
โท Flask (The easiest web framework in existence! Fastest! We develop web services. This is a true story.)
โท HTML/CSS/JS (traditional technology that is fundamental to all web service technologies, and Googling has the most data. Let's stick to the basics.)
โทORM (Basic development with code is possible intuitively without knowing SQL in the database.)
# Very helpful people
- No jam life, college students, newcomers who are only watching the monitor at home due to coronavirus, college students, middle school students who are struggling with graduation projects, those who want to move to AI development, all Koalmots to participate in contests, high school students, college students, liberal arts students, non-majors, my mom, Giaco, Elon Musk, and some coding, and deep learning People who have done it to some extent, C/C++ developers, game developers, mobile developers, Java/Spring developers, node.js developers, PHP developers, DB engineers, web service planners who need an MVP, people who want to increase their technology stack in the non-contact era, etc. (Sometimes there are elementary school students...)
# What if I finish the class?
There's only one thing you can get from our courses! After listening to all of them, after a few weeks, you will be able to become an AI developer using deep learning, learn models that solve problems, develop AI applications that utilize the learned models, and deploy the developed code to AWS (Amazon Cloud Service) to launch actual services.
(Various knowledge is scattered in existing lectures. The answer is to create an AI project yourself and develop a full stack of AI apps) AI development and web service development (front-end development, back-end development) link the two main keywords! From the concept of deep learning to directly modeling deep learning models, creating AI systems that utilize learned models, and deploying them to cloud services so that people around the world can use them!
Are there any lessons collected all at once? Is there a Huayong capture course where you can see the forest before the trees? So I prepared it! A top-down approach course where you learn about everything from AI service development to actual server deployment while creating a project.
โIt's very easy to mix productive IT technologies (easiest and fastest development in the world) in every part! Very fast! Get excited about AI development and prepare to dive deep into the world of AI system developers by developing and deploying the basics of deep learning and actual service operation principlesโ
This is the only goal and the main direction of this course. Don't be shaken! Even if you don't know the detailed technology, you will first be interested in implementing practical applications directly in a full stack, and experience AI and web development.
๐ AI coding - 1:1 coaching with two appearances! (2 times)
- You can ask a total of 2 questions per coaching ticket.
- For each question, we will write an answer of around 250 characters and send it to you.
- The first, third, and fifth questions can be used in a mixture of 2 coaching tickets.
- For the second and fourth questions, you must use the coaching ticket both times.
**First**
After solving the practical tasks, you can get feedback and corrections on the AI model you learned yourself. (Recommended)
- AI model training monitoring
- Improved AI model learning performance
**second**
With many years of experience participating as a technical interviewer for a development company, AI/web development, for employees/turnover/Fourth, technical portfolio correction and feedback (highly recommended from non-majors in development and AI)
**THIRD**
IT-based career consulting for employees/employees based on their experience in IT companies and IT-based consulting (highly recommended for development, AI non-majors, beginners, and career changers)
- Subject:
- What should I study in the future? 1:1 consulting based on a technology roadmap based on your current level, your goals, and interests
- IT (development, AI) technology stack study direction
- Non-majors, beginner developers
- When asking about a job transition to an IT development field
**fourth**
I've prepared this thoroughly, though! Based on our experience in IT-based consulting and IT-based business, we will always consult with the creator for questions on other topics, and if possible, we will wholeheartedly coach you within the limits of your answers.:)
- Examples:
- You can ask questions about problems or questions that arise when applying AI model learning to actual work.
- Feasibility of business technology, consultation on outsourcing development costs, initial business project technology stack selection, initial business project scale/development period
- Feedback for early development contest organizers, etc.
**Fifth time**
If you have any other class-related questions or need additional explanations, we will be happy to coach you within the limits of your answers.
- Additional explanations related to the course content
- (How to catch fish rather than fish) How to debug to catch bugs on your own when an error occurs
โป When using a coaching ticket
โข Click [My Classes] on the Class101 web or app.
โข Go to [My Class], go to [Coaching Ticket Mission] and click [Get Coaching].
โข Please leave your question along with the word file in [Write a post].
โข Coaching is answered sequentially based on the date of receipt. It may take 7 to 10 days depending on the order in which they are received.
โข The coaching ticket can be used for 20 weeks from the date of purchase.
โข If not used within the period, no refund will be given.
๐ฉ Some coaching tickets may change, and we will be fully informed when they change.
Curriculum
Creator
AI Coding - DDDJ
Hello! I am an AI engineer a.k.a. developer who travels around various companies and is currently using deep learning as an AI researcher, struggling with real-world problems, and making a profit.
# The reason the lecture was created
Why did you create this course? There are so many deep learning courses on and off! But until when are we going to read papers and only study AI? Others are digital nomads, after all, the goal is to generate revenue. Therefore, those of us living in this era will focus solely on creating practical applications and share how digital nomads can be used to make ferries move. In order to create value by raising the wind and leading nomads in the desired direction, a cycle experience of planning, development, and distribution of projects in a large framework is essential, and through this, it is possible to connect desired ideas and groundbreaking ideas with value in the future.
Deep learning course, web service course, mobile app course, database course.. There's so much more with online and offline classes~! Mobile development, web development.. How long will you only create bulletin boards, and until how long will you only create CRUD, and only make calculators and TODO list apps? Your time is valuable. An AI app that can be used more realistically with your own hands! Direct with my own eyes! You need to experience making as soon as possible. Your time is still precious. However, I don't know much about the concept of deep learning, and I only know development according to development.. Also, even if I learn this guy's IT skills, new things come out again, and even if I learn, there's no end to new things...
I'm sorry to know that I also felt and experienced a lot of pain in the business, and I'm still struggling. I think it would have been like if I had a senior lecture like this at the time. So now I want to broaden your horizons with a curriculum series where you can become the easiest and fastest AI developer in the world by leaving yourself such a senior, such a lecturer.
It's not just AI, deep learning, and machine learning research, but AI programs! AI system! AI apps! directly with my own hands! From beginning to end! Very easy! Very fast! To Full-stack! Why don't you join the 4th Industrial Revolution, where you can become a student who can create and a moneymaker (researcher/developer), and the path of a skilled AI developer in the non-contact era? Yes? Are you a newbie just getting started? It's not difficult! Don't worry! It's a very easy and fun class to grow your value to the next level by thinking and thinking about it. We always support your success!
I sincerely hope that all of you who are waiting for this lecture have a happy new year and fulfill all your wishes! Shhh! This is a secret, but I love everyone who has been waiting for this class! We're only here to help! Please wait a bit:) The creator โAI Coding - Doo Duduโ was a creator from development to deployment of AI systems based on deep learning/machine learning, which is very fancy and hot these days. I'll see you during the lecture:)
- Posted by creators, January 2021. in LA.
