Professional Certificate in Machine Learning Learn all the skills to become a Data Scientist & Build 500+ Artificial Intelligence Projects
Learn all the skills to become a Data Scientist & Build 500+ Artificial Intelligence Projects with source
What youâll learn
Professional Certificate in Machine Learning
Machine Learning â [A -Z] Comprehensive Training with Step by step guidance
Supervised Learning â (Univariate Linear regression, Multivariate Linear Regression, Logistic regression, Naive Bayes Classifier, Trees, Support Vector Machines, Random Forest)
Data Pre-processing â Data Preprocessing is that step in which the data gets transformed, or Encoded, to bring it to such a state that now the machine can easily parse it.
Evaluating the Machine Learning Algorithms: Precision, Recall, F-Measure, Confusion Matrices,
Deep Convolutional Generative Adversarial Networks (DCGAN)
Java Programming For Data Scientists
Python Programming Basics For Data Science
Algorithm Analysis For Data Scientists
Requirements
Computer & Internet Connection
Description
Academy of Computing & Artificial Intelligence proudly presents you the course âProfessional Certificate in Data Mining & Machine Learningâ.
It all started when the expert team of The Academy of Computing & Artificial Intelligence [ACAI] (Ph.D., Ph.D. Candidates, Senior Lecturers, Consultants, Researchers) and Industry Experts. hiring managers were having a discussion on the most highly paid jobs & skills in the IT/Computer Science / Engineering / Data Science sector in 2020.
To make the course more interactive, we have also provided a live code demonstration where we explain to you how we could apply each concept/principle [Step by step guidance]. Each & every step is clearly explained. [Guided Tutorials]
âWhile artificial intelligence (AI) is the broad science of mimicking human abilities, machine learning is a specific subset of AI that trains a machine how to learn. Watch this video to better understand the relationship between AI and machine learning. Youâll see how these two technologies work, with useful examples and a few funny asides.â
Course Learning Outcomes
To provide a solid awareness of Supervised & Unsupervised learning coming under Machine Learning
Explain the appropriate usage of Machine Learning techniques.
To build appropriate neural models using a state-of-the-art python framework.
To build neural models from scratch, following step-by-step instructions.
Learn how to build end-to-end effective solutions to resolve real-world problems
To critically review and select the most appropriate machine learning solutions
python programming is also inclusive.
Requirements
A computer with an internet connection
Passion & commitment
At the end of the course you will gain the following
Learn to Build 500+ Projects with source code
Strong knowledge of Fundamentals in Machine Learning
Apply for the Dream Job in Data Science
Gain knowledge for your University Project
Setting up the Environment for Python Machine Learning
Understanding Data With Statistics & Data Pre-processing
Data Pre-processing â Scaling with a demonstration in python, Normalization, Binarization, Standardization in Python, feature Selection Techniques: Univariate Selection
Data Visualization with Python -charting will be discussed here with step-by-step guidance, Data preparation and Bar Chart, Histogram, Pie Chart, etcâŚ
Artificial Neural Networks with Python, KERAS
KERAS Tutorial â Developing an Artificial Neural Network in Python -Step by Step
Deep Learning -Handwritten Digits Recognition [Step by Step] [Complete Project ]
Naive Bayes Classifier with Python [Lecture & Demo]
Linear regression
Logistic regression
Introduction to clustering [K â Means Clustering ]
K â Means Clustering
What if you have questions?
we offer full support, answering any questions you have.
Thereâs no risk!
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DescriptionLearn how to build your Data Analysis and Data Visualization skills using Excel, Python, SQL and Tableau with exercises.
Learn how to build your Data Analysis and Data Visualization skills using Excel, Python, SQL and Tableau with exercises.
What you'll learn
Learn about basic formatting in excel
Learn about sorting and filtering functions in excel
Learn about UPPER, LOWER, PROPER, LEFT, RIGHT, SEARCH, CONCATENATE functions in excel
Learn how to find outliers and missing values in Excel
Learn how to find standard deviation and percentiles in data using Excel
Learn about IF, IF ERROR, COUNTIF, SUMIF and AVERAGEIF functions in excel
Learn about using Color Bars and Color scales in excel
Learn applying VLOOKUP and HLOOKUP functions and merge datasets using them in excel
Learn how to merge datasets using Index and match
Learn making Pivot Tables and Pivot charts in excel
Learn making interactive dashboards in excel
Learn about What-if analysis in excel
Learn how to perform linear regression in excel
Learn about creating databases and tables in SQL
Learn about Numerical, string functions in SQL
Learn about filtering using LIKE operator in SQL
Learn about different DDL and DML commands
Learn about Joins and Subqueries in SQL
Learn connecting Python and MySQL
Learn about variables and data types in Python
Learn about loops and conditionals in python
Learn about Regular expressions and date time objects in Python
Learn about the Numpy and the Pandas library
Learn about creating different chart types using Tableau
Requirements
No prior knowledge required
Description
Welcome to the best online course on Data Analysis and Data Visualization.
Data analysis is a process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making.
Data analysis has multiple facets and approaches, encompassing diverse techniques under a variety of names, and is used in different business, science, and social science domains.
This course is a complete package for everyone wanting to pursue a career in data analysis.
This course gives you complete knowledge from basics to advanced level on Excel, Python, and SQL.
You will learn to create interactive dashboards using Excel as well as Tableau.
In this course, we will cover:-
Excel fundamental concepts such as Sorting, Filtering, Statistical, and text functions
Excel functions for data analysis
SQL- DDL, DML, and DQL commands
Python fundamental concepts including Object-oriented programming
Introduction to the NumPy and the pandas' library
Creating charts and dashboards using Tableau
And many more
This course is perfect for beginners who want to make their career in data analysis.
You will get to practice a lot of exercises and work on some exciting projects.
You will also have access to all the resources used in this course.
Enroll now and make the best use of this course.
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Advanced Topics in C# A discussion of the more complicated aspects of the C# language. This course presents a collection
A discussion of the more complicated aspects of the C# language
What youâll learn
Advanced Topics in C#
Apply sophisticated C# solutions to problems
Explore different programming styles and approaches
Requirements
Deep knowledge of the C# programming language
Familiarity with key .NET data structures and algorithms
Good command of modern IDEs and developer tools
Description
This course presents a collection of interesting/unusual case studies where C# is used to solve a particular problem. This course is 100% practical and demonstrates mainly the practical applications of C# in building solutions to common problems.
The main themes covered in this course are:
Numerics â the specifics of how to work with numeric types in .NET, with a focus on SIMD data types and operations.
Reflection â how to operate reflection mechanisms to investigate assemblies and types, how to create types and invoke their members. Also a look at the practical use of reflection for working with attributes.
Memory Management â a discussion of the latest C# features for high-performance computation, such as the passing of value types by reference, ref structs, and Span<T>.
Extension Methods â a seemingly simple mechanism that has plenty of advanced uses.
In addition, this course comes with a section dedicated to assorted topics that also showcase advanced uses of C#. These topics include:
Exploiting IDisposable â shows how you can abuse the IDisposable/using mechanism in order to dynamically define operations as pairs of start/end calls. Useful for things like simple performance measurement.
Continuation Passing Style â demonstrates how you can define complex algorithms in terms of sequentially invoked methods with customized return types indicating the result of the operation.
Local Inversion of Control shows that sometimes inversion of control happens at a local scale. Here we use extension methods to invert control on a bunch of different data types, providing useful functionality.
Beyond the Maybe Monad â even though C# introduced the ?. operator in order to chain null checks together, the classic monad implementation, based on extension methods, is still relevant, as it can also handle other scenarios.
Mnemonics â not so much a C# language feature but rather an interesting way of defining huge sets of similar code templates that can be expanded quickly to the code constructs you need the most.
Course Pre-Requisites
Good understanding of C#
Understanding of object-oriented programming (OOP)
Experience writing real-world C# applications
Course Organization
100% hands-on
Demonstrated either in Visual Studio or using the Kinetica rendering engine
Demos are single.CS files
Heavy use of IDE features
Ad-hoc use of 3rd-party packages
DownloadÂ
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Web Designing Professionally: Real-World Project Be a Professional Web Designer by understanding different Stages of Crafting modern
Be a Professional Web Designer by understanding different Stages of Crafting modern and professional websites
What youâll learn
Web Designing Professionally: Real-World Project
How to craft Web Design Ideas?
Web Designing Professionally
Different Web Design Stages
Structuring and Styling Web Pages
Implementing Design Principles and Colors for Modern Website Design
Making Websites Mobile Ready (Responsive) using Media Queries
Requirements
Basic Knowledge of HTML and CSS will be a plus point.
Enthusiasm to Learn Web Design
Description
In this course, you will learn to create a beautiful Responsive website using HTML and CSS only.
And we will use media queries to make it responsive (mobile-ready).
Once youâre comfortable with web designing using HTML and CSS only, using frameworks like Bootstrap will be so easy. Itâll be like a piece of cake.
Not only the technical part (HTML and CSS), Iâm also explaining my web design process in detail.
And follow them to complete this project.
To complete any web design project, I divide the complete process into 4 different stages
1. Idea Mapping
In this stage, I listen to the clients and gather as much information (requirements) from them as possible.
Then, based on the information I do research. Look at some web designs on Pinterest and Behance.
Then I make a rough sketch (wireframe) of the web page on paper with pen or pencil.
And then design it (UI) using software like Photoshop or Sketch.
2. Structuring
In this stage, First I divide the conceptual web page design into different sections.
Then, Add HTML elements to each section based on their requirements.
3. Styling
In this stage, we make our structured web page more beautiful or presentable using CSS.
The web page will get its real colors, space, images, etc.
4. Making Mobile Ready
By this time, our web page is well designed and presentable. The only thing left is, to make it responsive or mobile-ready. To make it beautifully viewable in many different sizes, we will use media queries to make it responsive.
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Java Data Structures and Algorithms Masterclass Data Structures and Algorithms from Zero to Hero and Crack Top Companies 100+ Interview
Data Structures and Algorithms from Zero to Hero and Crack Top Companies 100+ Interview questions (Java Coding)
What youâll learn
Java Data Structures and Algorithms Masterclass
Learn, implement, and use different Data Structures
Learn, implement and use different Algorithms
Become a better developer by mastering computer science fundamentals
Learn everything you need to ace difficult coding interviews
Cracking the Coding Interview with 100+ questions with explanations
Time and Space Complexity of Data Structures and Algorithms
Recursion
Big O
Dynamic Programming
Divide and Conquer Algorithms
Graph Algorithms
Greedy Algorithms
Requirements
Basic Java Programming skills
Description
Welcome to the Java Data Structures and Algorithms Masterclass, the most modern, and the most complete Data Structures and Algorithms in Java course on the internet.
At 44+ hours, this is the most comprehensive course online to help you ace your coding interviews and learn about Data Structures and Algorithms in Java. You will see 100+ Interview Questions done at the top technology companies such as Apple, Amazon, Google, and Microsoft and how-to face Interviews with comprehensive visual explanatory video materials which will bring you closer to landing the tech job of your dreams!
Learning Java is one of the fastest ways to improve your career prospects as it is one of the most in-demand tech skills! This course will help you in better understanding every detail of Data Structures and how algorithms are implemented in high-level programming languages.
Weâll take you step-by-step through engaging video tutorials and teach you everything you need to succeed as a professional programmer.
After finishing this course, you will be able to:
Learn basic algorithmic techniques such as greedy algorithms, binary search, sorting, and dynamic programming to solve programming challenges.
Learn the strengths and weaknesses of a variety of data structures, so you can choose the best data structure for your data and applications
Learn many of the algorithms commonly used to sort data, so your applications will perform efficiently when sorting large datasets
Learn how to apply graph and string algorithms to solve real-world challenges: finding shortest paths on huge maps and assembling genomes from millions of pieces.
Why this course is so special and different from any other resource available online?
This course will take you from the very beginning to very complex and advanced topics in understanding Data Structures and Algorithms!
You will get video lectures explaining concepts clearly with comprehensive visual explanations throughout the course.
You will also see Interview Questions done at the top technology companies such as Apple, Amazon, Google, and Microsoft.
I cover everything you need to know about the technical interview process!
So whether you are interested in learning the top programming language in the world in-depth and interested in learning the fundamental Algorithms, Data Structures, and performance analysis that make up the core foundational skillset of every accomplished programmer/designer or software architect and is excited to ace your next technical interview this is the course for you!
And this is what you get by signing up today:
Lifetime access to 44+ hours of HD quality videos. No monthly subscription. Learn at your own pace, whenever you want
Friendly and fast support in the course Q&A whenever you have questions or get stuck
FULL money-back guarantee for 30 days!
This course is designed to help you to achieve your career goals. Whether you are looking to get more into Data Structures and Algorithms, increase your earning potential, or just want a job with more freedom, this is the right course for you!
To download more paid courses for free visit course catalog where 1000+ paid courses available for free. You can get the full course into your device with just a single click. Follow the link above to download this course for free.Â
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DescriptionSEO coaching to Rank #1 in Google. SEO Audit, Keyword analysis, On Page SEO, Link Building, WordPress SEO & More!
What you'll learn
Pick up Hundreds of Visitors from the Search Engines Every Day for FREE
Learn every one specialized SEO factors
Rank 1 in Google Search Engine
Help Clients mount their Search Position, interchange and Sales
Get indexed by search engines faster
Learn to take advantage of the preeminent free SEO tools across the total web
Learn how to optimize your website for Google, Bing & Yandex search engines
Have a fulfill sympathy of the main beliefs which govern the SEO world
Increase put tempo by Plug-ins and Other Proven Tactics
Discover 3 matchless Keyword examine Methods to comprehend further beleaguered passage (+BONUS)
Earn Relevant, Authoritative, limited & passing Backlinks with My inimitable logic (+BONUS)
Rank website on the in the beginning send a message of Google, Yahoo!, Bing
Learn how to optimize an article like a dream hence it ranks fighting fit in every the search engines. (+BONUS)
100 customs to dig up added Traffic
How To creep Your Competitors Search Engine Rankings
Avoid precarious SEO Myths That be capable of Hurt Your Business
Link Building
Rank a Website extreme In Google Search Listings
Become an skilled In SEO
Unique means to acquire exceptional articles in minute
Unique procedure for solid free organic passage
Requirements
General Computer skills
Basic WordPress Knowledge (Optional)
Description
SEO is one among the foremost value effective selling ways out there because it will deliver many targeted leads per day to your business for complimentary. Take this SEO coaching Course to follow an established step by step guide to rank #1 in Google. Everything is explained in plain English and every one tool counseled square measure free!
SEO: A extremely Paid & In-Demand talent at Your Fingertips
SEO is one the foremost extremely paid on-line skills attributable to the rise in traffic and sales it will deliver to a business, and therefore the demand for this talent is barely obtaining bigger!
By finance a little quantity during this course, you may save a whole lot, if not thousands by doing SEO in-house instead of exploitation a chic SEO company or software system.
Additionally, you'll need an extremely paid & In-demand talent at your fingertips if you wished to begin a home SEO Business and build monthly revenant financial gain.
This course provides you downloads & practices activities which is able to facilitate grow your business with SEO.
Increase Your Search Position, Traffic and Sales
Avoid Dangerous SEO Myths which is able to Hurt Your Business
Gain Instant Access to the only Free SEO Tools
Find the foremost Profitable Keywords for Your Business
Discover eight Smarter ways that during which to Earn Quality Backlinks
Perform a full SEO audit on any web site at no value
Track SEO Metrics with Google Analytics
Perform Page Load Speed & Mobile Friendliness Tests
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eCommerce Business Fast Start Learn how you can easily start an eCommerce Business in 2021 and Beyond. Course Catalog
Learn how you can easily start an eCommerce Business in 2021 and Beyond
What youâll learn
eCommerce Business Fast Start
How To Find An eCommerce Niche.
Learn how To Build A Store On WordPress.
How To Find Traffic Sources.
Requirements
No
Description
Hello and welcome.
There are so many opportunities out there because of the internet and that makes it so frustrating to see other people succeeding with a business after business in the online arena and having the lifestyle and freedom that they have always wished for.
Maybe you are looking for your first method that really works for building your first online income and business or maybe you already have some success and want to build a new income stream, either way, this course can be for you.
Have you ever wondered how these people actually are making it online? Itâs simple and the answer is the same as for anything else in life: apply the methods that are proven to work and put in the actual work. Thatâs it, seems so simple right?⌠Yet so many people are falling into the trap of the âshiny object syndromeâ and âthe new hype thingâ and are not focusing on using methods that work.
One of the most productive online business models that are out there is eCommerce.
As you probably already know, eCommerce is growing super fast every year.
Many entrepreneurs are getting into eCommerce and manage to build businesses that they would have never thought possible.
eCommerce is accessible almost to anyone who wants to start an online business.
So donât hesitate any more and enroll in the course right now!
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DescriptionLearn Python Programming from Scratch Examples, Quizzes, Exercises and more. Perfect for Beginners
Learn Python Programming from Scratch Examples, Quizzes, Exercises and more. Perfect for Beginners
What you'll learn
How to install python and jupyter notebook
Variables and data types
Strings
For and while loop
Conditional statements
Python data structures:- lists, tuples, sets, dictionaries, stack and queues
Time complexity
Different searching and sorting algorithms
Python functions
Recursions
Object Oriented programming in python
Regular expressions
Introduction to numpy and pandas library
Requirements
For taking up this course you just need to be enthusiastic and self confident.
You do not need to know anything in advance.
This course will take you through the very basics of python.
Description
Are you ready to master Python programming language.
Python is a powerful general-purpose language. If you want to become a future data scientist then python programing language is must.
It is the most preferred programming language for data scientists. it is easy to use language with a many available libraries.
Learning python programming will be the first step towards becoming a data scientist.
It is not only popular among data scientists but it also has a wide variety of well-paying jobs in many fields such as web development etc.
We have created this course for you that covers python from the most basic level to the advanced level.
This course will cover the following topics:-
1. Variables and data types
2. Strings
3. for and while loop
4. conditional statements
5. python data structures:- lists, tuples, sets, dictionaries, stack, and queues
6. Time complexity
7. different searching and sorting algorithms
8. Python functions
9. Recursions
10. Object Oriented programming in python
11. Regular expressions
12. Introduction to numpy and pandas library
There are lots and lots of exercises for you to practice and also a bonus project "Analyzing Trends from IPL matches".
In this project, you will perform Sports Analysis and find out interesting patterns and insights to understand the strategies to win the IPL match.
You will make use of all the topics read in this course.
You will also have access to all the resources used in this course.
Enroll now and become a python pro!!!
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Finally, Youâll Discover All Profitable Technical Analysis Setups & Master The Art of Trading Bitcoin & Altcoin! Get Results or Your Money Back!
The Cryptocurrency Trading Masterclass is designed to bring you from knowing nothing about cryptocurrency to knowing just everything it takes to become a master trader.
In this course, you will learn how to boost your crypto trading profits by up to 80.35% by providing you with a proven âcopy & pasteâ technical analysis system for analyzing the crypto market.
Youâll also learn a lot about trading psychology, risk management, and how to trade over 30+ best performing technical indicators, chart patterns, and candlesticks that work perfectly well for crypto trading.
What youâre going to learn in this course can be applied for trading securities in any freely traded markets around the world. These include ETFs, forex, cryptocurrencies, stocks, options, and even bonds.
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Developing a Multithreaded Kernel From Scratch! Course Build a multitasking operating system and kernel with an interactive shell!
Build a multitasking operating system and kernel with an interactive shell!
What youâll learn
Developing a Multithreaded Kernel From Scratch! Course
How to create a kernel from scratch
How to create a multi-tasking kernel
Learn how to handle malicious or problematic programs in your operating system. Terminating them if they misbehave.
How memory works in computers
The difference between kernel land, userland, and the protection rings that make up modern computing
Kernel design patterns used by the Linux kernel itself
You will learn all about virtual memory and how to map virtual addresses to physical addresses
You will learn how to make the kernel understand processes and tasks
Learn how to load ELF files
You will learn how to debug disassembled machine code
You will learn how to debug your kernel in an emulator with GDB.
Requirements
You must know the C programming language
It is wise to have some basic knowledge of the assembly language
You should have a Linux operating system, free to install from the internet (We use Ubuntu in this course)
Description
This course is designed to teach you how to create your very own multitasking operating system and kernel from scratch. It is assumed you have no experience in programming kernels and you are taught from the ground up.
Real Mode Development
Real mode is a legacy mode in all Intel processors that causes the processor to start in a legacy state, it performs as the old 8086 Intel processors did back in the way.
In the âReal Mode Developmentâ section of the course we start by learning about the boot process and how memory works, we then move on to creating our very own boot loader that we test on our real machine! This boot loader will output a simple âHello World!â message to the screen and we write this boot loader in purely assembly language.
In this section, we also read a sector(512 bytes) from the hard disk and learn all about interrupts in real mode and how to create them.
This section gives you a nice taster into kernel development, without overwhelming you with information. You are taught the basics and enough about the legacy processors to be able to move forward to more modern kernel development further into this course.
Protected Mode Development
In this section, we create a 32-bit multi-tasking kernel that has the FAT16 filesystem. Our kernel will use Intelâs built-in memory protection and security mechanisms that allow us to instruct the processor to protect our kernel and prevent user programs from damaging it.
We create our own virtual filesystem layer that uses a design that is similar to the Linux kernel. This clever abstraction that will be taught to you was inspired by the instructorâs knowledge of writing Linux kernel drivers in his past.
Developing a Multithreaded Kernel From Scratch! Course
You are taught about the design of the FAT16 filesystem and how the FAT16 filesystem is broken down into clusters and that they can chain together. We then implement our very own FAT16 filesystem driver allowing files to be born!
We implement functionality for tasks and processes and write our own keyboard drivers.
Memory management is essential in any operating system and kernel.
Let us not forget that we even create an ELF file loader, we will compile all our operating systems programs into ELF files and allow the loading of binary programs or ELF programs. ELF files contain a lot of information that describes our program for example where our program should be loaded into memory and the different sections of the program.
By the end of this course, you will have a fully functioning 32-bit multi-tasking kernel that can have many processes and tasks running at the same time. You will have a working shell that we can use as well.
Assembly language bonus
This is a bonus section designed to bring your assembly skills up to scratch should you struggle a little bit with the assembly language in this course. Itâs however advised you come to this course with experience in assembly language, we do use it, and its importance. Never the less if you want to take a chance on this course with no assembly experience then this section will help point you in the right direction so youâre able to take what you learned and apply it to the kernel.
Taught by an expert that that has created Linux kernel modules professionally in the workplace.
Download
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 Developing a Multithreaded Kernel From Scratch! Course Catalog
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