[100% OFF] CISSP Master Class: Become A CISSP Today Free
In this CISSP Master Class: Become a CISSP Today . I will help you with all the knowledge you need to pass the CISSP Certification.
Hi, I am Sagar Bansal, . I have helped hundreds of students to pass CISSP Exam within their first attempt. For me, It is a simple exam in English, you need to answer the Questions from (ISC)²'s point of view, in their perfect world.
Understand and answer every question from a Manager or a Risk Advisers point of view, NOT from an executive or as a techie. Most hands-on techies that fail the CISSP exams do so because they answer from a point of being reactive, not being proactive.
The CISSP exam is using the Computerized Adaptive Testing (CAT) format, and is 3 hour long and will have 100-150 questions.
Most people studying for the CISSP certification will use multiple books, video courses, and 3-5000 practice questions before taking the exam, this really is the path to success.
Who is the target audience?
Anyone wanting lean more about the CISSP certification!
People wanting to grow their IT Security and Cyber Security knowledge
New and experienced IT Security professionals
Anyone wanting to break into IT Security
Wanting to pass the Information Systems Security Professional (CISSP) Certification Exam
Wanting to learn about management level IT Security and Cyber Security
What will you learn
Prepare for the latest version of the Information Systems Security Professional (CISSP) Certification Exam
Learn why you want to get your CISSP certification, what it can give you
Where to start on your CISSP certification journey
Learn why you want to get your CISSP certification, what it can give you
Understand IT Security and Cyber Security from a management level perspective
Build your essential knowledge with this hands-on,... More introductory course on the Java parallel computation using the popular Hadoop framework:
- Getting Started with Hadoop
- HDFS working mechanism
- MapReduce working mecahnism
- An anatomy of the Hadoop cluster
- Hadoop VM in pseudo-distributed mode
- Hadoop VM in distributed mode
- Elaborated examples in using MapReduce
Learn the Widely-Used Hadoop Framework
Apache Hadoop is an open-source software framework for storage and large-scale processing of data-sets on clusters of commodity hardware. Hadoop is an Apache top-level project being built and used by a global community of contributors and users. It is licensed under the Apache License 2.0.
All the modules in Hadoop are designed with a fundamental assumption that hardware failures (of individual machines, or racks of machines) are common and thus should be automatically handled in software by the framework. Apache Hadoop's MapReduce and HDFS components originally derived respectively from Google's MapReduce and Google File System (GFS) papers.
Who are using Hadoop for data-driven applications?
You will be surprised to know that many companies have adopted to use Hadoop already. Companies like Alibaba, Ebay, Facebook, LinkedIn, Yahoo! is using this proven technology to harvest its data, discover insights and empower their different applications!
Contents and Overview
As a software developer, you might have encountered the situation that your program takes too much time to run against large amount of data. If you are looking for a way to scale out your data processing, this is the course designed for you. This course is designed to build your knowledge and use of Hadoop framework through modules covering the following:
- Background about parallel computation
- Limitations of parallel computation before Hadoop
- Problems solved by Hadoop
- Core projects under Hadoop - HDFS and MapReduce
- How HDFS works
- How MapReduce works
- How a cluster works
- How to leverage the VM for Hadoop learning and testing
- How the starter program works
- How the data sorting works
- How the pattern searching
- How the word co-occurrence
- How the inverted index works
- How the data aggregation works
- All the examples are blended with full source code and elaborations
Come and join us! With this structured course, you can learn this prevalent technology in handling Big Data.
Who this course is for:
Data Scientists Less
If you want to learn ethical hacking the fun and e... Moreasy way like playing a computer game, then this course is for you. There exists on the Internet several websites which allows people to hack and learn hacking. These websites typically have different levels from easy to advanced. By hacking each level and gradually levelling up, you will learn hacking. Traditionally, ethical hacking is taught by installing virtual machines on your PC and hacking the virtual machines inside your PC. This way of learning hacking can be pretty boring as there are no challenges or rewards. Also it can be quite laggy unless you have a high end machine. In addition, some people find learning Linux and installing virtual machines too troublesome.
In this course, I will show you an alternative way, which is more fun and where you will enjoy the thrills of hacking real websites legally and solving each level and going from easy and gradually to more advanced levels - just like paying online games. The website we will be hacking is HackThisSite!! which is a popular hacker's playground where hackers play hacking games reminiscent of CTF (Capture the Flag) and learn at the same time. However, without some help and guidance you will find it quite challenging. Hence this course. I will walk through each level from Basic to Realistic
You do not need to go through the hassle of installing virtual machines or Linux on your computer. All you need is a PC. In this course I am only using a Windows PC to do hacking.
Great way to learn Web Development & Information Technology (IT):
Last, but not least, the site creators of HackThisSite encourage you to literally hack their site to explore the security of their site and they will reward those who responsibly disclose their exploit with an entry into the HackThisSite hall of fame.
This course is backed by a 30-day money back guarantee. So, go ahead and enroll in this course now and start hacking the fun and easy way!
Who this course is for:
Web developers who have no knowledge on hacking
Students who want to learn hacking the fun way by hacking real websites (legally)
Those who enjoy computer games and want to try hacking as a game Less
Have you always wanted to learn programming but di... Moredn't know where to start ? Well now you are at the right place ! I created this python course to help everyone learn all the basics of this programming language. This course is really straight to the point and will give you all the notion about python. Also, the course is not that long so and the way the material is presented is very easy to assimilate. So if python is something that you are interested about, then you will definitely like this course.
Enjoy your learning :) Less
What are the chart types I will learn in this cour... Morese?
Excel offers the following major chart types. All of these are covered in this course
XY (Scatter) Chart
And many other creative ones :)
How are charts useful in Excel?
A chart is a tool you can use in Excel to communicate data graphically. Charts allow your audience to see the meaning behind the numbers, and they make showing comparisons and trends much easier.
What are the benefits of using charts in Excel?
Excel charts allow spreadsheet administrators to create visualizations of data sets. By highlighting a set of data within an Excel spreadsheet and feeding it into the charting tool, users can easily create various types of charts in which the data is displayed in a graphical way.
This course will answer all the questions that would pop up while you set to visualize your data using Excel charts such as:
How do you make Excel charts look better?
How do you format a chart in Excel?
What are the different elements of charts?
How do I make those awesome infographics that I see in fancy magazines and TV reports?
How do I create a comparison chart in Excel?
What is the best chart to use for comparison?
And many more...
How is this course different from other resources available online?
Most courses cover only teach how to draw different types of charts in Excel. The main point is missed. The main point of creating a chart is that you want to convey a message or tell a story using the chart. In this course, once you have learnt all the charting tools, you will also learn how you should create a chart. How you can highlight your message and avoid clutter in the chart, so that when your audience looks at the chart, the message is clearly conveyed to them.
Who this course is for:
Anyone curious to master charts in excel from beginner to advanced in short span of time Less
Partnership accounting will cover accounting topic... Mores related to a partnership form of business entity.
This partnership course will focus on the accounting issues that are different in a partnership as compared to other types of entities like a sole proprietorship or corporations. As we focus on the differences, we always want to keep in mind the similarities in accounting for different business entities. Most of what we have learned about the double entry accounting system and day to day accounting transactions in prior courses will remain the same. We are concentrating on the areas that will different because the differences are where the new information lies.
We will start by defining what a partnership is and comparing the characteristics of a partnership with other business entities. Understanding one business entity and its components are often best learned by contrasting them with the attributes of others, always considering the relative pros and cons, thinking of situations and circumstances that would benefit one form of business entity over another.
The course will discuss the process for setting up a new partnership, typically starting with the partners contributing capital to the partnership, requiring us to record the contribution and the capital accounts.
We will discuss the allocation of net income to the partners, one of the primary differences between a partnership type of entity and other types of entities. There is a lot of flexibility for net income allocation in a partnership, and this is one of its primary benefits.
The course will cover the recording of partnership draws, how to record them, as well as the closing process for a partnership. The steps of the closing process will be much the same as those for any business entity except for the allocation of net income to the partners.
We will consider the situation where a partner leaves a partnership or where a new partner is added. The transactions related to a partner leaving or being added is unique to a partnership entity.
The course will cover a partnership liquidation process or closing process. The liquidation process is a very useful exercise for any entity because it allows us to do take apart a business. We have discussed the process of putting new busses together in prior courses, but to fully understand how something works we must also take it apart. The liquidation process is particularly important for a partnership entity because it emphasizes the capital accounts and the process necessary to reduce the likelihood of problems during the process.
We also include a comprehensive problem designed to take a step back and consider all the similarities between business entities so that we can put the differences we have studied in this course into perspective. The comprehensive problem will cover the entire accounting cycle from entering journal entries and posting to the general ledger, to recording adjusting entries and creating the financial statements, to the closing process.
The course also includes definition and key accounting terms related to partnerships.
In addition to the instructional videos, this course will include downloadable
• Downloadable PDF Files
• Excel Practice Files
• Multiple Choice Practice Questions
• Short Calculation Practice Questions
• Discussion Questions
The PDF files allow us to download reference information we can use offline and as a guide to help us work through the material.
Excel practice files will be preformatted so that we can focus on the adjusting process and learning some of the basics of Excel, like addition, subtraction, and cell relationships.
Multiple choice example question helps us improve our test-taking skills by reducing the information into the size and format of multiple choice questions and discussing how to approach these questions.
Short calculation questions help us reduce problems that have some calculation down to a short format that could be used in multiple choice questions.
Discussion Question will provide an opportunity to discuss these topics with the instructor and other students, a process many students find very helpful because it allows us to see the topic from different viewpoints.
Who will we be learning from?
You will be learning from somebody who has technical experience in accounting concepts and in accounting software like QuickBooks, as well as experience teaching and putting together curriculum.
You will be learning from somebody who is a:
• CPA – Certified Public Accountant
• CGMA – Chartered Global Management Accountant
• Master of Science in Taxation
• CPS – Certifies Post-Secondary Instructor
• Curriculum Development Export
As a practicing CPA the instructor has worked with many technical accounting issues and helped work through them and discuss them with clients of all levels.
As a CPS and professor, the instructor has taught many accounting classes and worked with many students in the fields of accounting, business, and business applications.
The instructor also has a lot of experience designing courses and learning how students learn best and how to help students achieve their objectives. Experience designing technical courses has also benefit in being able to design a course in a logical fashion and deal with problems related to technical topics and the use of software like QuickBooks Pro.
• Process for setting up a partnership
• The allocation of net income to partners
• The recording of partner withdrawals
• Recording the partnership closing process
• Journal entries related to a partner leaving the partnership
• Journal entries related to adding a new partner to the partnership
• The liquidation process for a partnership
• A comprehensive problem on the accounting cycle
• Key terms definitions and explanations related to partnerships
Who this course is for:
Anyone who whats to learn accounting Less
Authentication for traditional web applications is... More fairly straight-forward: we send our credentials to the server, a session is created, and a cookie is returned to be saved in the browser. This method works well for round-trip applications, but it isn't a good way to do authentication in modern single page apps, like those built with AngularJS.
In this course we are going to learn about the challenges associated with traditional authentication and how to use what is arguably the best alternative: the JSON Web Token.
Using that knowledge, we'll implement authentication in an AngularJS app that makes calls to an Express API. We'll cover how to address all the challenges associated with keeping a single page application in check when it comes to stateless authentication. This can be a tricky matter since the front end and backend apps are effectively separated, but we'll find out how to leverage our user's JWT to address the challenges.
We'll use Auth0 as an identity and authentication server so that we don't have to roll our own.
Who this course is for:
Anyone that wants to learn AngularJS Less
Welcome to this Comprehensive Linux Shell Scriptin... Moreg Laser Targeted Course "Updated”.
In short, this is the one stop shop for everything you need to become a Master in Shell Scripting.
With 70+ Long, but Laser Targeted Videos, over 21 packed hours, we will leave no stone unturned.
Are you ready to start your path to becoming a Master in Shell Scripting and learn one of employer's most demanded skills for 2020 and beyond?
This is by far the most comprehensive, yet condensed and straight-forward, course bundle for Linux Shell Scripting on Udemy! Whether you have never had any knowledge on Shell Scripting before, already know some basic skills, or want to learn about the advanced features of Shell Scripting, this is the course you are looking for!
Don’t miss this Limited Time Offer. ACT NOW!
You will Learn by Practice:
By the end of this Unique Course, you will go from #Newbie to #Advanced as a #Shell_Scripting_Expert. Here is what you’ll learn:
Chapter 01 - Introduction
0101 - About this Course
0102 - Course Structure
0103 - What is the UNIX Shell
0104 - Which Shell
0105 - What is a Shell Script
Chapter 02 - Your First Shell Script
0201 - A Basic Script
0202 - The echo Command
0203 - The read Command
0204 - Shell Basics Revisited
0205 - Special Characters
0206 - Comments
0207 - Chapter Exercises
0208 - Exercise Solutions
Chapter 03 - Running a Shell Script
0301 - Running a Script on the Command-line
0302 - Running a Script from within vi
0303 - Your PATH and bin
0304 - Script Interpreters
0305 - CGI Scripts
Chapter 04 - Shell Programming Features
0401 - Shell Variables
0402 - Environment Variables
0403 - The Trouble with Quotes 1
0404 - The Trouble with Quotes 2
0405 - Grouping Commands
0406 - Line Control
0407 - Chapter Exercises
0408 - Exercise Solutions
0409 - Introducing the Course Project
0410 - Course Project Solution
Chapter 05 - Conditional Code
0501 - True and False
0502 - Conditional Command Execution
0503 - The if Statement
0504 - The else Clause
0505 - The elif Clause
0506 - Using test 1
0507 - Using test 2
0508 - Using test 3
0509 - The case Statement
0510 - Chapter Exercises
0511 - Exercise Solutions
Chapter 06 – Loops
0601 - The while Loop
0602 - break and continue
0603 - Numerical Calculations
0604 - The for Loop
0605 - Chapter Exercises
0606 - Exercise Solutions
Chapter 07 - Text Processing
0701 - About Filters
0702 – grep
0703 - Regular Expressions
0704 – sort
0705 – sed
0706 - awk 1
0707 - awk 2
0708 - Chapter Exercises
0709 - Exercise Solutions
Chapter 08 – Functions
0801 - Program Structure
0802 - Defining and Calling a Function
0803 - Function Parameters
0804 - Function Return Values
0805 - Functions in Other Files
0806 - Case Study- The yesno Function
0807 - Chapter Exercises
0808 - Exercise Solutions
Chapter 09 - Command-line Parameters
0901 - Using Command-line Parameters
0902 - Using shift
0903 - Using set - - Command
0904 - Using IFS
0905 - Usage Messages
0906 - Chapter Exercises
0907 - Exercise Solutions
Chapter 10 - Advanced Scripting
1001 – Debugging
1002 - Default Values for Variables
1003 - Temporary Files
1004 - Preventing Abnormal Termination
1005 - Chapter Exercises
1006 - Exercise Solutions
1007 - The End
Chapter 11 - Additional Content Part 1: Exercises and More
1101 – Please download the attached Exercises Files
1102 – Learn EMACS
1103 – Learn VI and Vim
1104 – Very Valuable Documentation
Additional Content Part 2: Grand Finale
Bonus Lectures. Enjoy the Benefits
You could also end up using these skills in your work for Your #Clients, and much more.
You'll Also Get:
✔ Lifetime Access to course updates
✔ Udemy Certificate of Completion Ready for Download
✔ A responsive instructor in the Q&A Section
✔ This courses’ bundle comes with a 30 day money back guarantee! If you are not satisfied in any way, you'll get your money back.
So wait no more! Learn Linux Shell Scripting, increase your knowledge, become a Shell Scripting Expert and advance your career all in a fun and practical way!
I really hope you found this course valuable, but either way, please leave a review and share your experience... 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
This short course is designed to begi... Morenners having little idea of web applications and is based on a boilerplate project created by Angular 7 CLI. It introduces the versions of AngularJS to Angular2+. It also demonstrates the installation process to the first run of the app. Next, it tries to explain the folder structure and code from file to file.
Who this course is for:
Beginner in Angular and Node js from Hindi/Urdu speaking background Less
This course intends to help you in your understand... Moreing of using Microsoft Excel. After taking the course you will be confident to us the tool in your everyday life. The knowledge of Excel improves efficiency in the workplace you can gain mastery over crucial Microsoft Excel tools and functions that will enhance efficiency and accelerate performance.
You will learn all about formulas and functions in Microsoft Excel. You will learn how to manipulate both numbers and text. You will be able to create charts so you can share the information graphically to your clients and colleagues.
Who this course is for:
Anyone who wants to move ahead in life Less
Design patterns provide a template for writing qua... Morelity code. Knowing which design pattern to use in which scenario can be challenging but will make you a master Java programmer. In this course you will take a deep dive into creational patterns, which can help you create more flexible, reusable objects.
I will be covering the six most popular creational patterns— Builder, Telescoping Constructor, Singleton, Prototype, Factory and Abstract Factory as well as concepts such as multithreading, mutability, inheritance and Java Heap and Stack workings.
I will provide example use cases, complete with implementation instructions and tips for avoiding the unique challenges posed by each pattern also explain how do design patterns work inside Java Heap and Stack Memory.
By the end of this course, you'll be equipped with the knowledge and skills necessary to implement each design patterns in your Java projects.
What are creational design patterns?
How to avoid complex constructors?
Implementing the Builder pattern
Implementing the Telescoping pattern
Understanding similarity between Builder and Telescoping pattern
Best interview answers for Singleton pattern Questions.
Also get a practical idea about the advance concepts such as serialization, cloning, multi-threading and reflection
Problem and Solution of Multi-threading with the Singleton pattern
Implementing the Prototype pattern
Best interview answers for Prototype pattern Questions.
Implementing simple Factory pattern
Implementing Abstract Factory pattern
Who this course is for:
Java Developer curious about design patterns
Nail your Java Interviews
Web Application Developers
Tech Architects 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
Welcome to the Complete Network Fundamentals Cours... Moree! In this course, you will learn the technologies that keep the world as you know today connected and running. We cover both the fundamentals of networking as well as the topics in the new Cisco CCNA 200-301 exam.
Networks are all around us and you are using one right now to access this course.
Imagine for a moment, how different your life would be without access to Facebook, Snapchat, Google, YouTube, Whatsapp or any of the other websites on the Internet? How would you live with no Internet?
The Internet is extremely important in modern life today and all websites and Internet communication relies on networking. This reliance is only predicted to continue with the growth of the Internet of Things (IoT) in the next few years.
Without routers, switches, network cabling and protocols like BGP there would be no Internet!
This course will teach you how networks actually work and how you are able to connect to websites like Facebook, Google, and YouTube.
Companies throughout the world (from the smallest to the largest) rely on networks designed, installed and maintained by networking engineers. Join this in demand industry!
Start your journey today learning about networking.
Content in this course can be used towards your CCNA. Topics such as IP addressing, subnetting and many others can be applied directly to passing your CCNA certification.
Access our online simulations so you can practice on simulated Cisco routers and switches. You will get to type commands such as enable, configure terminal, router ospf and many others and learn how to configure devices.
Who this course is for:
Anyone wanting to learn about networking
If you want to start your journey to CCNA Less
You're looking for a complete Decision tree course... More that teaches you everything you need to create a Decision tree/ Random Forest/ XGBoost model in Python, right?
You've found the right Decision Trees and tree based advanced techniques course!
After completing this course you will be able to:
Identify the business problem which can be solved using Decision tree/ Random Forest/ XGBoost of Machine Learning.
Have a clear understanding of Advanced Decision tree based algorithms such as Random Forest, Bagging, AdaBoost and XGBoost
Create a tree based (Decision tree, Random Forest, Bagging, AdaBoost and XGBoost) model in Python and analyze its result.
Confidently practice, discuss and understand Machine Learning concepts
How this course will help you?
A Verifiable Certificate of Completion is presented to all students who undertake this Machine learning advanced course.
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 some of the advanced technique of machine learning, which are Decision tree, Random Forest, Bagging, AdaBoost and XGBoost.
Why should you choose this course?
This course covers all the steps that one should take while solving a business problem through Decision tree.
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 decision tree based model, which are some of the most popular Machine Learning model, to solve business problems.
Below are the course contents of this course on Linear Regression:
Section 1 - 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 2 - Python basic
This section gets you started with Python.
This section will help you set up the python and Jupyter environment on your system and it'll teach you how to perform some basic operations in Python. We will understand the importance of different libraries such as Numpy, Pandas & Seaborn.
Section 3 - Pre-processing and Simple Decision trees
In this section you will learn what actions you need to take to prepare it for the analysis, these steps are very important for creating a meaningful.
In this section, we will start with the basic theory of decision tree then we cover data pre-processing topics like missing value imputation, variable transformation and Test-Train split. In the end we will create and plot a simple Regression decision tree.
Section 4 - Simple Classification Tree
This section we will expand our knowledge of regression Decision tree to classification trees, we will also learn how to create a classification tree in Python
Section 5, 6 and 7 - Ensemble technique
In this section we will start our discussion about advanced ensemble techniques for Decision trees. Ensembles techniques are used to improve the stability and accuracy of machine learning algorithms. In this course we will discuss Random Forest, Baggind, Gradient Boosting, AdaBoost and XGBoost.
By the end of this course, your confidence in creating a Decision tree model in Python will soar. You'll have a thorough understanding of how to use Decision tree 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 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 Python 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 Python
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 where we actually run each query with you.
Why use Python for data Machine Learning?
Understanding Python is one of the valuable skills needed for a career in Machine Learning.
Though it hasn’t always been, Python is the programming language of choice for data science. Here’s a brief history:
In 2016, it overtook R on Kaggle, the premier platform for data science competitions.
In 2017, it overtook R on KDNuggets’s annual poll of data scientists’ most used tools.
In 2018, 66% of data scientists reported using Python daily, making it the number one tool for analytics professionals.
Machine Learning experts expect this trend to continue with increasing development in the Python ecosystem. And while your journey to learn Python programming may be just beginning, it’s nice to know that employment opportunities are abundant (and growing) as well.
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 Decision Tree technique from Beginner to Advanced in short span of time Less
Web development basics with HTML
Cascading Style Sheets (CSS)
We will work on 3 class projects throughout this course:
Simple text site - We will use what we learned in the HTML sections to create a simple text site. This project will help you learn HTML structure and the essential elements.
Fallout inspired Pip-Boy - We will take what we learned in the CSS and Bootstrap sections of the course to code a Pip-Boy from the game Fallout. This project will help you learn the design elements of modern web development.
This course covers the most popular web development frameworks, and will get you started on your path towards becoming a full-stack web developer!
Still not sold? Check out a few of the awesome reviews this course has received!
"Excellent Course! Highly Recommend It! Such a great hands on experience with this course."
"Very nice course, covers all the stuff you need, good voice and good explanation makes it perfect for people that are new to HTML. Also there's some best practices recommendations which are useful even for advanced developers."
"Excellence in giving the optimal set of tools for web development beginners seeking a well-rounded start for professional web development."
Thank you for taking the time to read this, and we hope to see you in the course!
Who this course is for:
Anyone who would like to learn front-end web development Less
Angular is a TypeScript-based open-source front-en... Mored web application platform led by the Angular Team at Google and by a community of individuals and corporations to address all of the parts of the developer's workflow while building complex web applications. Angular is a complete rewrite from the same team that built AngularJS.
This course is for existing Java developers who want to learn the popular Angular framework for developing front-end Web interfaces.
Who this course is for:
web developers, .net developers, java developers, python developers Less