You're looking for a complete Linear Regression co... Moreurse that teaches you everything you need to create a Linear Regression model in R, right?
You've found the right Linear Regression course!
After completing this course you will be able to:
· Identify the business problem which can be solved using linear regression technique of Machine Learning.
· Create a linear regression model in R and analyze its result.
· Confidently practice, discuss and understand Machine Learning concepts
A Verifiable Certificate of Completion is presented to all students who undertake this Machine learning basics course.
How this course will help you?
If you are a business manager or an executive, or a student who wants to learn and apply machine learning in Real world problems of business, this course will give you a solid base for that by teaching you the most popular technique of machine learning, which is Linear Regression
Why should you choose this course?
This course covers all the steps that one should take while solving a business problem through linear regression.
Most courses only focus on teaching how to run the analysis but we believe that what happens before and after running analysis is even more important i.e. before running analysis it is very important that you have the right data and do some pre-processing on it. And after running analysis, you should be able to judge how good your model is and interpret the results to actually be able to help your business.
What makes us qualified to teach you?
The course is taught by Abhishek and Pukhraj. As managers in Global Analytics Consulting firm, we have helped businesses solve their business problem using machine learning techniques and we have used our experience to include the practical aspects of data analysis in this course
We are also the creators of some of the most popular online courses - with over 150,000 enrollments and thousands of 5-star reviews like these ones:
This is very good, i love the fact the all explanation given can be understood by a layman - Joshua
Thank you Author for this wonderful course. You are the best and this course is worth any price. - Daisy
Teaching our students is our job and we are committed to it. If you have any questions about the course content, practice sheet or anything related to any topic, you can always post a question in the course or send us a direct message.
Download Practice files, take Quizzes, and complete Assignments
With each lecture, there are class notes attached for you to follow along. You can also take quizzes to check your understanding of concepts. Each section contains a practice assignment for you to practically implement your learning.
What is covered in this course?
This course teaches you all the steps of creating a Linear Regression model, which is the most popular Machine Learning model, to solve business problems.
Below are the course contents of this course on Linear Regression:
· Section 1 - Basics of Statistics
This section is divided into five different lectures starting from types of data then types of statistics
then graphical representations to describe the data and then a lecture on measures of center like mean
median and mode and lastly measures of dispersion like range and standard deviation
· Section 2 - R basic
This section will help you set up the R and R studio on your system and it'll teach you how to perform some basic operations in R.
· Section 3 - Introduction to Machine Learning
In this section we will learn - What does Machine Learning mean. What are the meanings or different terms associated with machine learning? You will see some examples so that you understand what machine learning actually is. It also contains steps involved in building a machine learning model, not just linear models, any machine learning model.
· Section 4 - Data Preprocessing
In this section you will learn what actions you need to take a step by step to get the data and then
prepare it for the analysis these steps are very important.
We start with understanding the importance of business knowledge then we will see how to do data exploration. We learn how to do uni-variate analysis and bi-variate analysis then we cover topics like outlier treatment, missing value imputation, variable transformation and correlation.
· Section 5 - Regression Model
This section starts with simple linear regression and then covers multiple linear regression.
We have covered the basic theory behind each concept without getting too mathematical about it so that you understand where the concept is coming from and how it is important. But even if you don't understand it, it will be okay as long as you learn how to run and interpret the result as taught in the practical lectures. We also look at how to quantify models accuracy, what is the meaning of F statistic, how categorical variables in the independent variables dataset are interpreted in the results, what are other variations to the ordinary least squared method and how do we finally interpret the result to find out the answer to a business problem.
By the end of this course, your confidence in creating a regression model in R will soar. You'll have a thorough understanding of how to use regression modelling to create predictive models and solve business problems.
Go ahead and click the enroll button, and I'll see you in lesson 1!
Below is a list of popular FAQs of students who want to start their Machine learning journey-
What is Machine Learning?
Machine Learning is a field of computer science which gives the computer the ability to learn without being explicitly programmed. It is a branch of artificial intelligence based on the idea that systems can learn from data, identify patterns and make decisions with minimal human intervention.
What is the Linear regression technique of Machine learning?
Linear Regression is a simple machine learning model for regression problems, i.e., when the target variable is a real value.
Linear regression is a linear model, e.g. a model that assumes a linear relationship between the input variables (x) and the single output variable (y). More specifically, that y can be calculated from a linear combination of the input variables (x).
When there is a single input variable (x), the method is referred to as simple linear regression.
When there are multiple input variables, the method is known as multiple linear regression.
Why learn Linear regression technique of Machine learning?
There are four reasons to learn Linear regression technique of Machine learning:
1. Linear Regression is the most popular machine learning technique
2. Linear Regression has fairly good prediction accuracy
3. Linear Regression is simple to implement and easy to interpret
4. It gives you a firm base to start learning other advanced techniques of Machine Learning
How much time does it take to learn Linear regression technique of machine learning?
Linear Regression is easy but no one can determine the learning time it takes. It totally depends on you. The method we adopted to help you learn Linear regression starts from the basics and takes you to advanced level within hours. You can follow the same, but remember you can learn nothing without practicing it. Practice is the only way to remember whatever you have learnt. Therefore, we have also provided you with another data set to work on as a separate project of Linear regression.
What are the steps I should follow to be able to build a Machine Learning model?
You can divide your learning process into 4 parts:
Statistics and Probability - Implementing Machine learning techniques require basic knowledge of Statistics and probability concepts. Second section of the course covers this part.
Understanding of Machine learning - Fourth section helps you understand the terms and concepts associated with Machine learning and gives you the steps to be followed to build a machine learning model
Programming Experience - A significant part of machine learning is programming. Python and R clearly stand out to be the leaders in the recent days. Third section will help you set up the R environment and teach you some basic operations. In later sections there is a video on how to implement each concept taught in theory lecture in R
Understanding of Linear Regression modelling - Having a good knowledge of Linear Regression gives you a solid understanding of how machine learning works. Even though Linear regression is the simplest technique of Machine learning, it is still the most popular one with fairly good prediction ability. Fifth and sixth section cover Linear regression topic end-to-end and with each theory lecture comes a corresponding practical lecture in R where we actually run each query with you.
Why use R for data Machine Learning?
Understanding R is one of the valuable skills needed for a career in Machine Learning. Below are some reasons why you should learn Machine learning in R
1. It’s a popular language for Machine Learning at top tech firms. Almost all of them hire data scientists who use R. Facebook, for example, uses R to do behavioral analysis with user post data. Google uses R to assess ad effectiveness and make economic forecasts. And by the way, it’s not just tech firms: R is in use at analysis and consulting firms, banks and other financial institutions, academic institutions and research labs, and pretty much everywhere else data needs analyzing and visualizing.
2. Learning the data science basics is arguably easier in R. R has a big advantage: it was designed specifically with data manipulation and analysis in mind.
3. Amazing packages that make your life easier. Because R was designed with statistical analysis in mind, it has a fantastic ecosystem of packages and other resources that are great for data science.
4. Robust, growing community of data scientists and statisticians. As the field of data science has exploded, R has exploded with it, becoming one of the fastest-growing languages in the world (as measured by StackOverflow). That means it’s easy to find answers to questions and community guidance as you work your way through projects in R.
5. Put another tool in your toolkit. No one language is going to be the right tool for every job. Adding R to your repertoire will make some projects easier – and of course, it’ll also make you a more flexible and marketable employee when you’re looking for jobs in data science.
What is the difference between Data Mining, Machine Learning, and Deep Learning?
Put simply, machine learning and data mining use the same algorithms and techniques as data mining, except the kinds of predictions vary. While data mining discovers previously unknown patterns and knowledge, machine learning reproduces known patterns and knowledge—and further automatically applies that information to data, decision-making, and actions.
Deep learning, on the other hand, uses advanced computing power and special types of neural networks and applies them to large amounts of data to learn, understand, and identify complicated patterns. Automatic language translation and medical diagnoses are examples of deep learning.
Who this course is for:
People pursuing a career in data science
Working Professionals beginning their Data journey
Statisticians needing more practical experience
Anyone curious to master Linear Regression from beginner to advanced in short span of time Less
In this course we will build two Chrome extensions and cover the following topics:
Introduction and Manifest
Messaging Different Parts of the Extension
Creating Share Popup
Building an Image Downloader
Interacting with the DOM
Uploading to the Google Chrome Web Store
Project source code is available on GitHub. All of the videos in this course are downloadable for offline viewing. English subtitles/captions are available within the course.
Thank you for taking the time to read this and we hope to see you in the course!
Who this course is for:
Web developers interested in publishing a Google Chrome Extension.
We will work on the following 3 coding projects in this course:
Calculator Application - We will go over the basics of what React is, how to create components and how to work within the React life-cycle.
Chat Application - We will explore socket programming. With a web socket you can keep clients connected on the server side. We will program a chat app where you can create a user account, add other users and then message back and forth with them.
All of the lectures are downloadable for offline viewing. English captions are available within the course.
Thank you for taking the time to read this and we hope to see you in the course! Less
Do you need to master the art of front-end develop... Morement?
Look no further. This course is your complete beginners guide to developing cutting-edge web pages that are fully mobile responsive.
The course branches into three sections.
1. Explore HTML5
Learn the composition of a web page and how a web browser interprets html code to display the visual elements of a page. Learn the core fundamental aspects of HTML syntax, to ensure you are well prepared for the remaining sections ahead.
2. Explore CSS3
Learn to add stunning design elements to really make web pages visually aesthetic. Learn a broad range of CSS attributes to make web pages completely mobile responsive, even on the trickiest of devices such as phones and tablets.
Who this course is for:
Anyone who needs to learn to code
Anyone who needs to build a website Less
We welcome you to the world of Content writing!
Do you want to be a successful content writer?
Do you want to brush up your skills as a content writer and understand the concept of content marketing?
If you have it in you, then we are there to help you upgrade your skills and be a proficient content writer with our exclusive course.
Content Writing is a skill-based career and we have designed this course to help you develop the writing and marketing skills. Through this well-developed course, we will guide you through the complex fundamentals explained in a very simple manner that will help you understand and learn the art of writing content easily. This course is designed in a way that even the beginners will find it easy to comprehend.
This course will turn you into an accomplished writer who will be able to write Blogs, Articles, content for websites, fictional content, whitepapers and research papers, technical and creative content, as well as digital and non-digital content.
“The Course is designed by the giant minds of the industry who have a minimum of 5 years of experience in the field of content writing and created content for at least 50 websites in 1 year”
This course will give you an edge over others as it is designed by the eminent minds who have a lot of experience in the field. By going through the points given below you will get an insight into the course.
By the Time you reach the end of the course, you will be able to:
Master the concept of Content writing, copywriting and marketing of the content
Evolve the essential skills of a content writer
By writing effective content learn to generate traffic and sales
Build trust & connection with your audience
Gain experience in different types and forms of content.
Identify your target audience & create a buyer persona
Develop researching ability and build the subject knowledge.
Learn to write effective content to generate traffic and sales
Adopt tested techniques for effective content writing
Protrude from the crowd by polishing your skills
Prepare SEO and SMO friendly content
Become proficient in writing, grasping content that the readers would love and appreciate
Overcome the challenge you may face as a writer
Improve readability and searchability
Create a well-developed marketing plan to promote the content among the readers
Other Perks attached to the course:
One-year Membership of Henry Harvin Content Academy
Sessions every month to brush up your senses
Time saving & ready to use study material that includes (Logo Software, E-Books, Question Making Software, CW Guides/Workbooks, Mobile App, etc.)
Recorded videos of the session
100% Placement, Internship and Project Support
People who know the art of expressing their thoughts in words can become good content writers. To become an effective content writer, you need to write regularly and we help you brush up this art in you. The profession of a content writer is highly in demand and the market is always on a lookout for fresh talents. The content industry has today opened the doors to a wide range of content being published that is read by billions of people.
This course gives you an opportunity to learn different styles in writing and also help you understand how and where to use the art of editing, recognizing and correcting common mistakes and grammatical errors, and write vivid descriptions that generally comes with experience.
Irrespective of the fact, of whether you’re a beginner or an experienced writer, if you are looking to improve your craft, this fun, interactive course of 32 hours that is divided into 6 modules will give you the confidence, and inspiration to become a Skilled Content Writer.
By taking up this course, you will:
Have more confidence with respect to your writing skills
Feel more inspired to pour your thoughts onto a paper
Notice improvement in your writing abilities Less
Jump straight in by coding a snake game and learn the fun way!
You will get experience using:
Snake is a nice, simple game that includes many fundamental elements that you will find in many games. It is the ideal first game to code.
The game includes:
Game over handling
I hope you enjoy the course!
Who this course is for:
Firebase ML Kit for Android Developer's
Make yo... Moreur Android Applications smart, use trained model or train your own models explore the power of AI and Machine Learning.
This course was recorded using Android Studio 3.6.1 (which is a great introduction to the development environment!) For a smooth experience I'd recommend you use the same, but students can still use the latest Android Studio version available if they prefer!
Wish you’d thought of Object Recognition/Face Detection/Text Recognition?
But until I work out how to build a time machine.
Here’s the next best thing.
Firebase ML Kit for Android Developer's
Why choose me?
My name’s Hamza Asif, Udemy’s coding instructor.
It's not my first on mobile Machine Leaning. I have a course named "Machine Learning for Android Developer using Tensorflow lite" on udemy.
So which course you should take?
It's recommended taking "Machine Learning for Android Developer using Tensorflow lite" first so that you can understand the working of Machine Learning.
If you want to learn a practical implementation and use of Machine Learning in Android then that course is for you.
This is my 2nd course on Android Machine Learning and I am the only udemy instructor with more than one course on that topic. My goal is to promote the use of Machine Learning in Android and I am excited to share my knowledge with you.
Android Version we will use?
Android Pie, Android Q
All the Android Application we will develop in this course we will use Android Pie and Q to test them. So we are\
So join my Firebase ML Kit for Android Developer's course today and here’s what you’ll get
Learn practical implementation of Text Recognition, Language Identification, Face and expression detection, Barcode scanning, Landmark Recognition, Text Translation, and Object detection and recognition.
With Auto ML learn how to train the model on your own dataset and use those models in Android Application
Learn about both on-device and Cloud Machine Learning
Why take this course?
Machine Learning use is at its peak so is the mobile tech but people having skills to implement both are rare. This course will enable you to empower your Android Application with the practical implementation of Machine Learning, Computer Vision and AI.
Having a little knowledge of Android Development, this course will differentiate you from other developers because you will have something that is currently in demand.
This course will make provide you a smooth path to become a pro in using Machine Learning in your Applications.
This course will not just enable you to apply machine learning in limited scenarios but It will enable you to
Prepare or download your own dataset
Train machine learning model
Develop Android Application
So if you have very basic knowledge of Android Development and want to apply Machine Learning in Android Applications without knowing background knowledge of Machine Learning this course is or you.
Is this course for you?
This is a one-size-fits-all course for beginners to experts. So, this course is for you if you are:
A total beginner, with a curious mind and a drive to make and create awesome stuff using App development and ML
A fledgling developer, want to add Machine Learning implementation in his skillset
A pro app developer-heavyweight, with an itch to build your dream app
An entrepreneur with big ideas
Benefits to you
Risk-free! 30-day money-back guarantee
Freedom to work from anywhere (beach, coffee shop, airport – anywhere with Wi-Fi)
Potential to work with forward-thinking companies (from cool start-ups to pioneering tech firms)
Rocket-fuelled job opportunities and powered-up career prospects
A sense of accomplishment as you build amazing things
Make any Android app you like (your imagination is your only limit)
Submit your apps to Google Play and potentially start selling within hours
Thanks for getting this far. I appreciate your time! I also hope you’re as excited to get started as I am to share the latest use of ML in Android development with you.
All that remains to be said, is this…
Don’t wait another moment. The world is moving fast. And I know you’ve got ideas worth sharing.
Coding really can help you achieve your dreams.
So click the button to sign up today – completely risk-free.
And join me on this trailblazing adventure, today.
Who this course is for:
Anyone who wants to learn the practical implementation of Machine Learning and Computer Vision in their Android Applications.
Anyone who wants to make their Application smart.
Anyone who wants to train and deploy Machine Learning models on his own data without background knowledge of Machine Learning. Less
Flask is a micro web framework written in Python. ... MoreIt is micro framework because it does not require dozens of tools and library. you can customize flask as you want with the help of flask and get creative with it.
What will you learn?
You will Learn about Back End Web Developed
Full CRUD functioning db
Flask Make it easy to use and good for python beginners.
it is best if you want to make project light weight
Why this Course
we will be making 2 different projects and 1 to work as assignment
to do list app
full blogging web app with login
Project: Library Management System
Who this course is for:
Beginners curious for python
Beginners curious for python web development
Beginners curious for python flask
Beginners curious for python web frameworks Less
A full stack developer is a web developer or engin... Moreeer who can develop both the front end and back end of a website or application.
They can tackle projects that involve databases, building user-facing websites, or even work with clients during the planning phase of projects.
Full stack web developers usually have some of the following front end and back end skill sets.
Front End Skills ( This is used to build the client software or application)
Back End Skills ( This is used to build the server software or application)
Python is a programming language. Python can be used on a server to create web applications.
Flask is a Python framework for building lightweight and dynamic web applications. It helps speed up tedious behind-the-scenes development work, such as URL mapping, and offers more control to the developer to build applications
Being a full-stack web developer equips you with the skill set to develop web based projects. You can prototype quickly and switch between front and back end development based on requirements.
Projects we will create:
Todo List Application
URL Shortner Application
Who this course is for:
Beginners to Web Development
Beginners to Python
Beginners to Flask Less
Learning databases and database theory can be easy... More if you have the right teacher.
This university level course will give you a solid understanding of how databases work and how to use them. In the course, we will be using PostgreSQL which is one of the top two databases most demanded in industry.
This course will advance your skills as a developer.
This course is very practical and applicable. It focuses on teaching you skills you can use.
Presented with high-quality video lectures, this course will visually show you many great things about relational databases and PostgreSQL. This course is taught by two teachers. One of your teachers is a tenured professor in California. Your other teacher is a Professional Developer. Both of these teachers will be on screen, sharing their wisdom and knowledge with you.
This is just some of what you will learn in this course:
Learn to succeed as a student
Master database fundamentals
Build a database for tracking movie rentals
Understand schema, data hierarchy, and normalization
Learn validation, data integrity, and ACID transactions
Master using key fields and ensuring referential integrity
Learn how to do SQL commands at the terminal and in code editors
Solidify concepts with abundant hands on exercises which also have video solutions provided
Acquire the ability to read PostgreSQL database documentation
Learn how to install PostgreSQL on Windows, Linux, and Mac
Master building databases, tables, and relationships between tables
Master creating, reading, updating, inserting, and deleting records
Gain the ability to do subqueries and aggregate functions
Master using grouping, having, limit, fetch, and offset
Learn how to use JSON inside SQL using PostgreSQL
Master joins to query multiple sets
Master filtering records in queries
MASTER SQL & PostgreSQL!
This is an amazing course! This course will change your life. Being skilled at using relational databases and SQL will serve you and your career well. This course will increase your proficiency, productivity, and power as a programmer. You are going to love this course and it will forever change your life.
Your satisfaction is guaranteed with this course.
Join us now and enroll!
Who this course is for:
This is a first semester university level SQL database course.
This course is ideal for beginners wanting to learn databases & SQL programming. Less
Do you want to be a Certified Web Developer?
Are you are a student and want to get a Job as Web Developer?
Do you want be Freelancer to earn an extra part time income?
You want to improve your Web Development Skills at Work?
If these are your goals then this course is exactly made for you to Become PHP Full Stack Web Developer!
48+ hours of course content with Exercises, Quiz, Assignments and Projects.
If you give your valuable time to this course and I will promise to help you achieve your goal.
RIGHT AFTER THIS COURSE, YOU WILL BE:
Able to Build websites.
Get a job as a junior web developer.
Start your own online business with WordPress.
Become Freelancer Web developer on Fiverr or UpWork.
Be proficient with databases and server-side languages with PHP and MySQL.
Become a front-end and Back-end developer - Complete Full Stack Developer.
In less than 30 days, you'll be ready for an entry-level job as a Full Stack Web Developer.
This course will give you the following Skills:
Front End Web Development:
Back End Web Development:
INTRODUCTION TO XML.
COMPLETE UNDERSTANDING OF JSON.
INTRODUCTION TO REST AND API.
LearnWP.xyz - Blogging Website with WordPress. (Buy Domain, Web Hosting, Installing Themes and etc...)
Get your PHP Full Stack Developer Certification.
You will become PHP Full Stack Web Developer: 48+ hours of course. - Worth $199
You will be Certified PHP Full Stack Web Developer - Worth $399
Complete Source Code and Projects: PHPKart & LearnWP.xyz - Worth $299
Student Mentorship via Private Facebook Group. - Worth $219
PHP Projects Downloads. - Worth $129
Resume and Interview Questions. - Worth $79
Lifetime Documentation Site Access - Worth $29.90
30 Days Money Back Policy.
Total Worth: $1353
FEEDBACK FROM STUDENTS:
-> Amazing, above expectations! - Adeel Nazim
-> I think , someone who wants to learn php , should start with this course.Great content , so much valuable info in this course , thank you!! - Andreas
-> good course with lot of examples. this is the best course in PHP - Murali Krishna Nistala
-> This course is very good introduction to PHP. Many examples and every lection has a test and a quiz. - Milan Švarc
-> Very easy to understand, lots of examples. Repeats important points in different ways making difficult concepts easier to grasp. - Laura Long
-> A well organized course, explained each and every concept in very easy way, now feeling confident while using PHP oop.- Wasim Tamboli
-> This course is a easy to learn. and your teaching way is awesome. - Bharat Kumar
-> He is explaining the concepts crystal clear . Very thankfull to the teacher - Ponmurali Jeyaprakasam
-> Very easy to understand and the best part is there are too many assignments for working which makes u perfect - Gokul Singh
Do not miss the Premium Contents with this course:
48+ hours of Full Stack Web Development Course.
6 Web Development Books for FREE. (1200+ pages long) - Selling for $20 on Amazon
Lifetime FREE Access to Premium Bootcamp Documentation Website. - Sold monthly membership
PHPKart and LearnWP Website Source Code. - Sold my source code for each $299
Interview Questions (1000+ questions) - Selling for $20 on Amazon
30 days Money Back Guarantee (0% Risk)
100% FREE for Lifetime Access.
IF YOU ARE REALLY SERIOUS TO LEARN WEB DEVELOPMENT AND LOOKING FOR THE RIGHT COURSE...
THEN THIS IS THE BEST COURSE THAT CAN HELP YOU ACHIEVE YOUR GOAL..
BELIEVE ME, YOU ARE JUST ONE COURSE AWAY FROM BECOMING BRILLIANT WEB DEVELOPER....
Who this course is for:
Anyone who wants to learn to code
Anyone who wants to generate new income streams
Anyone who wants to build websites
Anyone who wants to become financially independent
Anyone who wants to start their own business or become freelance Less
Flask is a popular Python web framework. The tutor... Moreials in this section are intermediate to advanced tutorials that cover key aspects of Flask development.
Flask Web Framework, In this course, you will learn the fundamentals of web applications .so that you can start building API and develop web applications using Python Flask Web Framework.
How to build Python web apps with Flask
How to use the Jinja template language to create the look of your apps
How to use the SQLite database to start development
How to use other databases with Flask by using Flask-SQLAlchemy
Using Flask to process incoming request data.
Flask Framework - URL Building
Flask Framework - HTTP Method
Flask Framework - Templates
Flask Framework - Static Files
Flask Framework - Request Object
Flask - Request.from Object
Flask Framework - Cookies
Flask Framework - Session Object
And More... Less
This AWS Certified Solutions Architect Associate P... Moreractice Exam Course covers EVERYTHING you need to pass the exam on your first try
About this Practice Exam:
With the help of this practice exam for the Certification of AWS Certified Solutions Architect - Associate, students will gain the Practice test of SAA-C01. The training test, in view of the real test, includes 390 inquiries. In the genuine test, you will be required to finish these inquiries inside 130 minutes.
Effectively prove information on the most proficient method to deploy and architect robust and secure applications on AWS technologies
Explain an answer utilizing engineering structure standards dependent on client prerequisites.
Give usage direction dependent on best practices to the association for the duration of the existing pattern of the project
This practice exam will prepare you for AWS Certified Solutions Architect - Associate Certification.
Abilities Validated by the Certification
Effectively demonstrate knowledge of how to architect and deploy secure and robust applications on AWS technologies
Define a solution using architectural design principles based on customer requirements
Provide implementation guidance based on best practices to the organization throughout the life cycle of the project
Recommended Knowledge and Experience
Hands-on experience using compute, networking, storage, and database AWS services
Hands-on experience with AWS deployment and management services
Ability to identify and define technical requirements for an AWS-based application
Ability to identify which AWS services meet a given technical requirement
Knowledge of recommended best practices for building secure and reliable applications on the AWS platform
An understanding of the basic architectural principles of building on the AWS Cloud
An understanding of the AWS global infrastructure
An understanding of network technologies as they relate to AWS
An understanding of security features and tools that AWS provides and how they relate to traditional services
Who this course is for:
Solutions Architecters Less
This course is designed to understand basic Concep... Moret of Machine Learning. Anyone can opt for this course. No prior understanding of Machine Learning is required. Data pre processing and Simple Linear Regression Concepts are covered in detail. Coding part is not covered, however wherever possible I have attached the code in the resources.
Now question is why this course?
This Course will not only teach you the basics of Machine learning and Simple Linear Regression. It will also cover in depth mathematical explanation of Cost function and use of Gradient Descent for Simple Linear Regression. Understanding these is must for a solid foundation before entering into Machine Learning World. This foundation will help you to understand all other algorithms and mathematics behind it. Less