Trending December 2023 # Machine Learning Training In Bangalore (33 Courses With Certification) # Suggested January 2024 # Top 20 Popular

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About Machine Learning Training in Bangalore

Course Name Machine Learning Training in Bangalore

Deal You get access to all videos for the lifetime

Hours 307+ Video Hours

Core Coverage You get to learn data science using R, Python, Machine Learning, Artificial Intelligence, Big data & Hadoop, Predictive Modeling, Business Analytics, Data Visualization, and other areas under Data Science.

Course Validity Lifetime Access

Eligibility Anyone serious about learning data science and wants to make a career in analytics

Pre-Requisites Basic knowledge of data and analytics

What do you get? Certificate of Completion for the course

Certification Type Course Completion Certificates

Verifiable Certificates? Yes, you get verifiable certificates for each57 course, Projects with a unique link. These link can be included in your resume/Linkedin profile to showcase your enhanced skills

Type of Training Video Course – Self Paced Learning

Software Required None

System Requirement 1 GB RAM or higher

Other Requirement Speaker / Headphone

Machine Learning Training in Bangalore Curriculum

We have structured the curriculum to focus on Statistics Essentials, Machine Learning with TensorFlow, Machine Learning with R, Scikit in Python with Hands-on Deep Learning, and intense training.

We make our students have a good command over machine learning by assigning relative projects on Shipping and Time Estimation, Predicting the Prices by regression, Chain Demand Trends Analysis, Banking, and Credit Frauds, Detection in credit Payments, using an algorithm such as Random Forest Algorithm, Bayesian Machine Learning.

We provide an intensive study on R programming, Churn Prediction Model using R studio, HR Attrition, and on Analytics with R.

Python forms an integral part of the curriculum as it gets integrated with Artificial intelligence. Use of Python is seen at Face Detection, Sentiment Analysis, Predictive modeling with Python, Predicting Diabetes on Diagnostic measures, Linear Regression in Python, etc.

We also provide Octave Machine Learning Training and use BIP( Business Intelligence Publishes ) using Siebel in this Machine Learning Training in Bangalore.

Machine Learning Training – Certificate of Completion

What is Machine Learning Training?

The goal of machine learning is to create an accurate model that answers the question that is asked to it most of the time. This model needs to be trained and it has to work on some sets of training data.

The first and most important step is gathering the data. To make sure that a prediction is accurate, the quality and quantity of data chosen for the purpose need to be proper. Then the data is loaded into a suitable place and a pertinent data visualization is performed on the data.

Below are the skills that you will find yourself well versed with, once you attend our training:

The Machine Learning and Statistics essentials: which includes Business Intelligence and ensures to form a bridge between Business Intelligence and Machine Learning.

Basic concepts of ML, AI, Deep Learning: With the help of TensorFlow all the basics will be brushed up along with state-space search and Heuristic searches. You will also learn about rule-based programming and decision making with R and Python.

Several hands-on projects on ML will be assigned: Covering fundamentals of Data Manipulation, KNN, Decision Tree, Feature extraction, Gaussian Mixture Models, hypothesis testing, sampling, statistical distribution, Bayesian Model, AB testing concepts, regression, etc.

Pre-requisites

Below are the perquisites for people who are looking to pursue a career in Machine Learning:

Programming Language: Knowing programming languages like R and Python are important skills one needs to know. Implementing machine learning libraries is possible with the help of python and R as they have in-build libraries for this purpose.

Probability: A strong foundation in probability is needed as a strong insight is needed to predict the likelihood of occurrence of a possibility. Hence,  a strong command over probability is needed.

Calculus: Machine Learning algorithm requires one to be good at calculus for modeling the algorithm.

Linear Algebra: Is required as a lot of work revolves around transforming and performing operations over the datasets.

Statistics: Inferential statistics help at drawing information from raw data and a Data Scientist must have this skillset.

Target Audience

Below is the target audience for the Machine Learning Training in Bangalore:

Firstly, it to be understood that machine learning can be learned by anyone who keeps the desire to make it in the machine language world. A strong will and inherent desire can get someone right into the machine learning career path.

Software Engineers: As software engineers have a strong aptitude for writing code it can come in handy for writing machine learning algorithms. All one needs is to have the right skillset by their side.

Software Developers: Are mostly concerned about creating flow charts determining the infrastructure between the flow of computer networks. They have ample knowledge over distributed-processing, memory, cache working, etc. They can also opt for machine learning transitions in their careers.

Business Analyst, Data Analyst, and people from other fields: They can also take up machine learning courses if they have the grit and determination for the field.

Machine Learning Training in Bangalore – FAQ’s

Here are some of the basic FAQ asked:

How are AI and Machine Learning related?

AI deals with solving problems that humans can but computers cannot do and Machine Learning forms as the subfield of AI concerned with developing algorithms that computers can learn and predict from the models to perform those tasks.

What is the real-world application of Machine Learning?

There are many real-world applications at present and the future may open avenues for more. Here are some listed:

Netflix/Amazon: Recommendation of movies, series in Netflix, Amazon brings up complementary products that a customer may choose concerning the recent purchase a customer might have done.

Finance: Stock market trends are determined with the help of machine learning techniques like sentiment analysis.

Text and speech recognition: Voice assistance(Siri), credit card fraud detection, language translation services, etc.

Astronomy: Helpful in autonomous mars robot and also in the identification of relevant information in large astronomical data.

Drug Discovery and Biology: Machine Learning has great potential at discovering drugs and can immensely contribute to society.

Why should one take up this course in Bangalore?

There are many good Machine Learning training institutes in Bangalore. And Educba is one of the best at its work and in the service it provides. Here you will have an opportunity to study and learn the most sort after the job profession at a very reasonable price with good trainers and great technical support provided the Educba team. In a place like Bangalore, it is better to have an attitude of an opportunist and one should not miss out on such an opportunity.

What is the Machine Learning Market Trend in Bangalore?

Machine Learning jobs are rising in a booming scale as the industry realizes the importance of having their analysis derived from machine learning techniques. With so many tech giants and industries present in Bangalore, there will be so many job requirements in this domain. It is the most trending technology in the technical world. It is considered amongst the most promising career option of the 21st century. All the leading organizations will be on the lookout for people who can work with machine learning algorithms and data science jobs.

Prospects of Machine Learning experts are going to be 2.3 million by 2023, a report by Gartner. As Bangalore is the IT hub it is said that there will be 9.8 times more jobs for Machine Learning than there was 5 years ago.

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Career Benefits

Machine Learning Training in Bangalore is a great opportunity if someone wants to understand the subject from scratch. Online classes conducted it helps the professionals to attend these classes at their convenient time by receiving good technical support and mobile app access.

Industry growth is on the rise and there will be heavy requirements of machine Learning professionals by 2023 as the market grows. Also, a nearly 47% hike is expected for people who have their career in machine learning. There are even 200+ career transitions after one is skilled at the skills which a machine learning training provides. In short, we try our best to make a complete package for an aspiring Machine Learning enthusiast.

Reviews

Great!

Linked

Ammar Khan

Awesome Course!

Linked

Rakesh Mohan Mohapatra

Introduction to Machine Learning

Linked

Meenal Kohat

Machine Learning with R

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Keerthi Vasan

Introduction to Machine Learning

Great course, concepts are very well explained and so very easy to grasp and understand the general concepts or ideas revolving around machine learning algorithms. I think you can easily apply some of these skills directly to various problems, even in your research, and can be a great addition to your skills.

Ajay Ashok

You're reading Machine Learning Training In Bangalore (33 Courses With Certification)

Advanced Excel Training In Mumbai (33 Courses, Online Certification)

Course Name Online Advanced Excel Training in Mumbai

Deal You get access to all videos for the lifetime

Hours 233+ Video Hours

Core Coverage This Excel Advanced Course will help you learn Advanced Excel Functions, Pivot Tables, Power Pivot, Excel Reports, Excel Charts and Graphs, Excel Simulations, VBA & Macros, Dashboard creation.

Course Validity Lifetime Access

Eligibility Anyone who is serious about mastering Microsoft Excel

Pre-Requisites Basic Excel Knowledge

What do you get? Certificate of Completion for the course

Certification Type Course Completion Certificates

Verifiable Certificates? Yes, you get verifiable certificates for each42 course, Projects with a unique link. These link can be included in your Resume/Linkedin profile to showcase your enhanced skills

Type of Training Video Course – Self Paced Learning

Software Required None

System Requirement 1 GB RAM or higher

Other Requirement Speaker / Headphone

Advanced Excel Training in Mumbai Curriculum

Then we will learn about the pivot tables. The pivot table plays a key role in summarizing the data at a time. We can easily collect the insights from the data using the pivot table. The time is taken for summarizing the data will be less in the pivot table. Then for the practice purpose, we will do a project like the Analysis. MS Excel using the pivot table. Here in this project, we will analyze the data using the pivot table. Next, we will learn about the important topic in excel like Power Excel. Then we will learn about how to prepare the report in Microsoft Excel. These reports are generated, and they are stored in the dashboards.

Advanced Excel Training – Certificate of Completion

What is Advanced Excel? Which skills will you learn in this Course?

The concepts which are given in the Advanced Excel Training in Mumbai help us to master some of the important topics like the VBA Macros which are the programming used to build some of the automation processes to reduce the functionality and reduce the time. We will learn how to create the dashboard and the charts in Microsoft excel through this we can build the dashboards. We will learn the Power excel how it is used. We will do some of the projects on topics like the charts and the functions, VBA Macros, pivot tables. In the beginning, we will learn about the basic excel topics and we will learn about the shortcuts used in Advanced Microsoft Excel.

Pre-requisites

To work with the Advanced MS Excel, we should be aware of some of the programming so that it will be easy to write the macros in excel. The idea of how to use the functions in the data is important to get the measure of the variable in the data. The idea of how to summarize the data using the pivot table is important so that to get the insights and generate the reports. The idea of how to make the graphs is important to prepare the dashboards. The idea of functions is used to generate the reports’ having all the ideas we can easily learn the Advanced Excel.

Target Audience

The topics are introduced to easily understand the audience. The main aim to understand the topics of the Advanced excel easily to the audience. This Advanced excel can be learned by the higher professionals and the students. The higher professionals use the excel to store the data and to generate the dashboards and publish the reports. The students use the excel to use some of the functions and know about the pivot tables. The mentors can learn the excel and they can train the students. The reports can be easily generated if the people know about how to prepare the charts and how to create the dashboards. The financial analyst can use excel to analyze the financial data using financial functions.

Advanced Excel Training in Mumbai – FAQ’s Why should you take up the Advanced Excel Training in Mumbai?

Advanced excel training can be learned from any part of the country. But if we train, we find a number of job opportunities are a good thing. Mumbai is the Financial capital of India and the job opportunities are high in Mumbai. So, all the professionals try to train in Mumbai and after training, they will get a job in Mumbai itself.

What is the Advanced Excel market trend in Mumbai?

Mumbai is a place where there is a number of startups and the small companies and the MNC. In the beginning, the learning of the Advanced excel is less but after knowing the trend in the market all are trying to learn the excel. The trend is increasing day by day. And the usage is also high where there are many companies. So, Mumbai is having the highest market trend in the market.

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Career Benefits

By learning the MS Advanced Excel, we can easily automate the process used in our company. Due to this, some sort of workload will get reduced and through the preparation of the reports we can easily present to the client about the work going on the company. We will use the dashboards for sowing the insights to the client generally some f the client’s interest in the visualization so using the charts in the dashboards we will easily explain them, and we will get the career growth through the appreciation from the client. Advanced excel plays a key role to increase career growth.

Reviews

Great Course

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Alvaro Chagas da Luz Neto

Advanced Microsoft Excel

Linked

Michael Akpawu

eduCBA Advanced Microsoft Excel Course

Linked

William Schulz

Advanced Excel 2023

Linked

Nitesh Tilwani

Microsoft Excel Advanced

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Tendayi Mloyiswa

Iot Training In Bangalore (4 Courses Bundle, Online Certification)

About IoT Training in Bangalore

Course Name IoT Training in Bangalore

Deal You get access to all videos for the lifetime

Hours 65+ Video Hours

Core Coverage IoT Automation with ESP8266, Python for IoT Tutorials, Advanced Python for IoT & IoT based Data analysis, Raspberry Pi for Beginners.

Course Validity Lifetime Access

Eligibility Anyone who is serious about learning IoT Automation and wants to make a career in this Field

Pre-Requisites Good knowledge of C and C++ and Programming language

What do you get? Certificate of Completion for the course

Certification Type Course Completion Certificates

Verifiable Certificates? Yes, you get verifiable certificates for each7 course, Projects with a unique link. These link can be included in your Resume/Linkedin profile to showcase your enhanced skills

Type of Training Video Course – Self Paced Learning

Software Required None

System Requirement 1 GB RAM or higher

Other Requirement Speaker / Headphone

IoT Training in Bangalore Curriculum

The purpose of this course is to make the trannies expert of IoT by helping them understand all the topic that falls under the umbrella of IoT technology. There are several new things that have been explained using simple and precise examples. The course will begin with the unit named Python for IoT Tutorials. In this unit, we will be learning how python could be leveraged to implement the concept of IoT. Things will be explained using simple example and the unit will take around ten hours to get completed. Advanced Python for IoT & IoT based Data analysis will be the second unit. As the name suggests, we will be learning about data analysis with the help of IoT. In order to introduce the entire functionality, we will be using the python programming language. The third unit will be IoT Automation with ESP8266 with Projects. In this module, you will be learning to automate IoT by leveraging ESP8266.

The third unit is further divided into sub-modules in order to make it very simple for the trannie to understand things in a stepwise manner. Lighting and Blinking an LED, Input Button, Debugging using Serial Monitor, Button as a Switch, Connecting Internet, Client-Server Model, Programming Web Server, Interfacing I2C Devices, Interfacing LCD with Nodemcu and so on topics are the sub-modules. The fourth unit will be IoT Raspberry Pi with Projects. As the name suggests, we will be working on an actual project to get a closer look at the concepts that we will be learning in this IoT Training in Bangalore. File System in Raspberry PI, Remote Logging, Creating Variables, Arithmetic, Bitwise, Selection statements, Functions, Looping Statements, Strings in Python, List Examples and List Comprehension, Tuples, Sets and Dictionaries, Classes and Objects and so on are the modules that are covered as the sub-modules of the fourth unit.

IoT Cloud – Dweet and Freeboard will be the last unit. In this unit, we will be covering the IoT cloud and will dive deep into the topic. We will be focusing on Dweet and Freeboard in this module which is facilitated by some of the sub-modules. Introduction to IoT Cloud-Dweet, IoT Cloud Platforms, IoT Protocols, Freeboard, and Postman, Sending a Dweet, Live Data Updates, Multiple Cars Monitoring are the submodules that we will be covering in this module. Once the trannies complete all the modules and sub-modules, they will be able to work in IoT. If they are preparing for an interview for the position of IoT professional, they will feel very confident to appear in the interview.

IOS Training – Certificate of Completion

What is IoT?

Which Skills will you learn in this Training

?

This IoT Training in Bangalore is comprised of all the learning modules that are ample to make the trannies skillful in terms of IoT. Once the trannies complete this course, they will be able to work in this technology in an actual production environment. In this course, we will learn how to implement the concepts of IoT by using a programming language like Python. The trannies will also learn to work using Raspberry. We have included various projects in this course which will make the trannies to get a closer view of how it is like to work in this technology. By means of live projects, they will be learning the error handling which is something very important to be understood by all the IoT professionals. They will be learning each and every single module that is important to master this technology. As discussed in the previous section, all the examples used in this IoT Training in Bangalore are very simple and precise and have been selected very carefully to help the trannies understand all the modules easily.

Pre-requisites

For all the courses, there are some of the technologies that are considered prerequisites. It is not that one must have to be the master of those technologies in order to learn the course but knowing them will definitely help folks to absorb the concepts of the course very easily. To learn IoT, one should have a good idea about python and its fundamentals. As python is used to implement the concept of IoT, knowing this programming language will help the trannie to understand the concepts. The next important technology is Raspberry. Folks having an idea about Raspberry will find it very convenient to learn some of the modules of this IoT Training in Bangalore. Though we have already converted these into the course, it is recommended to get a basic idea about these before beginning to learn the course.

Target Audience

Anyone who wants to master IoT with the help of online tutorials is the best target audience for this course. The professionals who are working as a developer and want to jump to this technology are the best target audience for this course. They will learn the additional things that are required to be the IoT professional. The professionals who are working in other technology and willing to switch their domain can also be the best target audience for this IoT Training in Bangalore. They will be learning things from scratch and in a stepwise manner. They will find it very easy to understand the concepts. The students who are willing to learn IoT can also be the other best target audience. They will be learning things that are very different from their academics and will give a kick start to their future.

IoT Training in Bangalore – FAQ’s Why should you take up the IoT training in Bangalore?

One can opt for this course from any part of the country but taking this course in Bangalore will make things more gainful. They will find it very easy to find a job where they can practice their skills in order to improve their proficiency. If you are getting a chance to opt for this IoT Training in Bangalore, you should not miss this opportunity as a beginning career from the city like Bangalore will help you will a lucrative start

What is the IoT market trend in Bangalore?

The trend of IoT in Bangalore has always been fantastic and grown exponentially. This city has always welcomed all the technology that has huge potential to come in demand in the future and IoT was one of them. In last few years, the trend has been registered the drastic change by moving in an upward direction. In the current period, the job opening is high in count in Bangalore for the position of IoT professionals and the count will keep on increasing. Anyone who is willing to leverage the wave of high demand can try beginning their career in Bangalore.

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Career Benefits

Internet of Things is the hot technology at this time as new things are getting developed by using this technology on an everyday basis. Due to the huge requirement of this technology, the demand for IoT professionals is also increasing gradually. This is one of the evergreen technology and the folks who have mastered this technology usually get good compensation in their job. It is very easy for an

IoT professional

Reviews

Internet of Things Course

Linked

Kumar Gaurav Jaiswal

IoT Automation

Linked

R RAVI KIRAN

Amazing Internet of Things Course

I enrolled this IoT course in June and since then I learned a lot about IoT. IoT is a fast growing field and hence I wanted to learn it for better career prospects. Before this course I never used python and I learned it here only. Now, I can execute many IoT based application using Raspberry Pi and Python. I am very confident that soon I will get a job in this field as well.

Mark

Great learning experience

This IoT based training course is really awesome. I have a very wide syllabus which covers almost all required things. The teaching style is very interesting and hands-on exercises and examples are industry relevant. I am very happy with the course and I shall recommend it to everyone who wants to learn IoT.

Mathew

IoT Training Course

When I joined for this Internet of Things Course, I was not quite sure if it will fulfill my requirements or provide me content what I was looking for. Because I am not very comfortable with online courses so I was not very sure. But after some hesitation I joined and I was never more wrong in my life. This course was what I was looking for. I read many books on IoT, but this course is on another level. It teaches what I book can never teach. The classes are very fun to attend and teaching material is regularly updated. I recommend this Internet of Things course to everyone.

Joseph Stanley

Excel Training In Hyderabad (26 Courses Bundle, Online Certification)

This Excel Training in Hyderabad includes 36 comprehensive  Excel Training , Projects with 225+ hours of video tutorials and Lifetime Access. Through this course, you will learn Excel Functions, Formula, Charts, and Graphs, formatting, pivot tables, power pivot, power excel, excel dashboard creation, simulations, statistical tools, financial functions in excel from scratch.

This Excel Training in Hyderabad gives you 18 Excel Courses, 9 Projects with more than 95 hours of video instructions and more importantly, you will get access for a lifetime as well.

Since Excel is a must-have the knowledge just like English at workplaces this course is best suited to get started with your excel learnings.

About Excel Training in Hyderabad

Course Name Online Excel Training in Hyderabad

Deal You get access to all videos for the lifetime

Hours 225+ Video Hours

Core Coverage You will learn Excel Functions, Formula, Charts, and Graphs, formatting, pivot tables, power pivot, power excel, excel dashboard creation, simulations, statistical tools, financial functions in excel

Course Validity Lifetime Access

Eligibility Anyone who is serious about mastering Microsoft Excel

Pre-Requisites None

What do you get? Certificate of Completion for the course

Certification Type Course Completion Certificates

Verifiable Certificates? Yes, you get verifiable certificates for each36 course, Projects with a unique link. These link can be included in your Resume/Linkedin profile to showcase your enhanced skills

Type of Training Video Course – Self Paced Learning

Software Required None

System Requirement 1 GB RAM or higher

Other Requirement Speaker / Headphone

Excel Training in Hyderabad Curriculum

In this course, you will learn Excel starting from scratch so if you are a beginner in excel then nothing to worry you can learn things slowly at your own pace as well because this course will offer you lifetime access.

Below are the things you will learn with this Excel Training in Hyderabad.

All the important functions required to secure a job in any corporation.

Certificate of Completion

What is Excel?

Excel is the universal language just which speaks in almost all the offices. Whatever the job you do, somehow you are going to end up using Excel at your workplace (Unless you are a surgeon).

Excel is the product of Microsoft to collect data, organize data, and analyze the data to make some quick decision makings. Since data comes in the form of Excel if you can learn excel then it is going to benefit you tremendously.

From whichever department you ask for data then send you in the form of “Excel” so you cannot skip Excel at your workplace.

Pre-requisites

The first thing you need to take up any course is “the hunger to learn and move upward” in your career, so if you have that hunger of learning Excel and move forward in your career then this is the first “Pre-Requisite” required to take up this Excel Training in Hyderabad.

Another important thing required is basic common sense and basic arithmetical calculation knowledge.

Target Audience

The audience will be a mass to take up an excel course. Below is the common target audience to take up an excel course.

Commerce Graduates: If you are a commerce graduate then most of the time you work with numbers and drawing pictures from numbers is best suited with Excel. So if you are a commerce student and an aspiring accountant then Excel is a must.

Management Course Students: Management students like, BBM, MBA is going to work with reports which are essential to decision making purpose in an organization. So in order to tell the story behind the data Excel knowledge is inevitable.

Excel Training in Hyderabad – FAQ’s Why Should I Take up this Excel Training in Hyderabad?

Since Excel is the Universal Language just like English, there is no better reason than this to take up Excel Course. Knowledge of Excel is inevitable to get into a corporate job.

What is the Mode of This Excel Training in Hyderabad?

This is an online course and you will get to learn from videos which are explained by the well-groomed profession that has practical experience at the corporate level. You can learn at your own pace by looking at videos.

Is Excel Course Required if I am not going to work with Numerical Data?

If you have an assumption that excel is only for those who work with numerical data then you have already taken the wrong step. Excel is not limited only to a numerical set of data but also requires across departments.

Will I get any certificates for this Excel Training in Hyderabad?

Off-Course by completing this course, you will get a certificate for the same.

Why should you take up the Excel Training in Hyderabad?

If you are living in Hyderabad and looking for a good corporate job then Excel is the second skill recruiters look after English. By taking up this excel course you will learn smart ways of working with excel like shortcuts, graphs & charts, power pivot, pivot tables, financial & statistical functions and most import things you will learn “VBA Macro Automation” skills.

What is the Excel Market Trend in Hyderabad?

In Hyderabad 9 out of 10 jobs requires Excel knowledge, so the salary range will depend on the excel skill level of you.

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Career Benefits

In everyone’s life career is the most important thing because all the dreams do come true in life if you have a successful career. So in order to have a successful career, one needs to be a skillful worker and that skill is definitely going to take far ahead in your career. Below are some of the career benefits from this excel course.

You can work quickly and efficiently.

You can impress your boss with your superior excel skills.

You will be the first in line if any of the problems with regards to Excel.

Excel is not only limited to analysis but some of the complicated reports can be automated through VBA automation.

Reviews

Power Pivots in Excel Course

Linked

Fredric C

Useful course

Linked

Greg Kowalczyk

Excel stimulation technique.

Linked

avinash bawa

Power Excel Tools

Linked

Ayush Sharma

Metatrader 4 Training (5 Courses Bundle, Online Certification)

About MetaTrader 4 Training

Course Name Online MetaTrader 4 Training Course

Deal You get access to all 5 courses, Projects bundle. You do not need to purchase each course separately.

Hours 40 Video Hours

Core Coverage Learn live Forex and Derivative trading using MetaTrader 4 Trading platform.

Course Validity Lifetime Access

Eligibility Anyone who is serious about learning Forex Meta Trader 4 and wants to make a career in this Field

Pre-Requisites Basic knowledge about Foreign exchange market would be preferable

What do you get? Certificate of Completion for each of the 5 courses, Projects

Certification Type Course Completion Certificates

Verifiable Certificates? Yes, you get verifiable certificates for each course with a unique link. These link can be included in your resume/Linkedin profile to showcase your enhanced skills

Type of Training Video Course – Self Paced Learning

Software Required None

System Requirement 1 GB RAM or higher

Other Requirement Speaker / Headphone

MetaTrader 4 Training Curriculum

In this section, each module of the Forex Meta Trader 4 Certification Course is explained.

Sr. No.

Course Name

No of Hours

 Course Description 

1

Forex Trading with MetaTrader 4

4 In this MetaTrader 4  training module, we are going to learn about trading in Forex using the MetaTrader platform. Before beginning this course, the educator will be expecting that you have fundamental ideas about the stock market and what all you need to learn is how to leverage the online platforms to work with the stock market. At the beginning of this video, you will get an overview of Forex MetaTrader. Afterward, the trainer will walk you through the environment of the application so that you become comfortable using it. There are lots of new things you will across while going through the application and meanwhile the educator will be explaining all the jargon related to it. Once you are aware of the environment of the application, you will learn about how the Forex Trading can be done using this online platform. There is a Live example that has been added in the unit which means the educator will be doing the online trading to show you how the orders are placed and executed in an ideal way.

2

Trading with MetaTrader 4

4 In the second MetaTrader 4  training course unit, we will be covering how Trading could be done using Forex MetaTrader. The educator will be explaining to you about all kinds of trades that can be done using this application. In this video, the first hour has been devoted to explain the concepts of trading to the trannies. Afterward, the examples will be covered. To make you understand the topics easily, the educator will be giving you real-life examples regarding the trades. Similarly to the first unit the example shown here will be the live one. The educator will show you how to do trading using this platform. You will see how to place the trade and exit them. You will be supposed to do your math before getting into the trade and once everything is done, you will be able to enter the trade using the way taught by the trainer.

3

Macro Fundamental Analysis

8 It will be the third MetaTrader 4  training course module where you will learn about the micro fundamental analysis. Consider the analysis as the most important part of trading, this unit has been introduced in the course. The educator will tell you how this platform is used to perform the analysis which eventually decides if you are going to book the profit or have to bear the loss. This unit will train you on how various measures have to be considered while performing the analysis before getting into any trade. The micro fundamental analysis scenarios will be explained to you and you will be supposed to get paper trade multiple times before you start getting in the actual trades.

4

Technical Analysis

3 In this unit, we will see how to get a closer idea of stock trends using technical analysis. We will be using the outcome of technical analysis to execute the paper trade which means there is no actual trade but we will be keeping track of stock processing movements to check if our analysis helped us to book profit. In this unit, you will get to learn about indicators that are used to do the predictions. All the indicators that we will be using in our analysis will be explained to you before actually using them in the analysis. You will be learning how to choose the best indicators to make a profit in the stock market. There is a high possibility that even if any indicator is not working for others, it may work for you. So all the indicators will be covered in this unit and you will be free to choose any among them.

5

Money Market and Live Trading

5

MetaTrader 4 Training – Certification Of Completion

What is Forex MetaTrader 4?

In this MetaTrader 4 training course, you will be learning various things about the stock market and about the way one can work with various entities offered by stock exchanges. One who completes this course will be able to perform trading using the Forex MetaTrader application. They will also learn how to perform the technical analysis before getting into any trade. This MetaTrader 4 course will help you understand the concept of the stock market and the other things that one can do in the stock business. They will be getting skilled to work with the stock market so that they can book profit from the trades and limit their losses so that eventually it ends up with the profit.

Pre-requisites

There are some of the things that you should know before starting this course. As this course is all about training you on how to trade or work with the stock market, it will be very helpful to you if you are having a clear view of the stock market Fundamental. If you even had interaction with the stock market in any form, it will be very helpful to you and you will be able to finish this MetaTrader 4  training course in a short period. But if you are new to the stock market, you can get a basic idea about it, and while the course we will be helpful to understand the concepts in a more clear way.

Target Audience

FAQ’s How long it may take to complete this MetaTrader 4  training course?

To complete this course, one will require to devote two to three months. If they want to master the skills that we have covered in this MetaTrader 4  training then it may take more than a year as the more they will practice, the more proficient they will be.

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Career Benefits

This MetaTrader 4  training course not just helps you to understand how to work with the stock market but will also help you to earn money but getting into correct and profitable trades. While the time one will be making money after learning this course, they will also be reinforcing their skills that will help them if they want to join any firm that has very close interaction with the stock market. In the current market, there are so many high paying jobs in the trading firms for the relationship managers and the technical analysis professionals. Learning this course will not just help you to get a clear view of the stock market but will also train you in a way so that you consider be job-ready right after completing this MetaTrader 4  course.

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Fraud Detection In Machine Learning

Fraud Detection with Machine Learning is possible because of the ability of the models to learn from past fraud data to recognize patterns and predict the legitimacy of future transactions. In most cases, it’s more effective than humans due to the speed and efficiency of information processing. Some types of internet frauds are: 1. ID forgery. Nowadays IDs are fabricated so well that it’s almost impossible for humans to verify their legitimacy and prevent any identity fraud. Through the use of AI, various features of the ID card appearance can be analysed to give a result on the authenticity of the document. This allows companies to establish their own criteria for security when requests are made which require certain ID documents. 2. Bank loan scams. These may happen if a person contacts you and offers a loan scheme with suspiciously favourable conditions. Here the person contacting you will ask for your bank details or for payment upfront, without having any proper company information or even using an international contact number. Such frauds can easily be handled by AI using previous loan application records to filter out loan defaulters. 4. Credit card frauds. This is the most common type of payment fraud. This is because all details are stored online which makes it easier for criminals and hackers to access. Cards sent through mail can also be easily intercepted. One way to filter such fraud transactions using machine learning is discussed below. 5. Identity theft. Machine Learning for detecting identity theft helps checking valuable identity documents such as passports, PAN cards, or driver’s licenses in real-time. Moreover, biometric information can be sometimes required to improve security even more. These security methods need in-person authentication which decreases the chance of frauds to a great extent.  

Model to predict fraud using credit card data:

Here a very famous Kaggle dataset is used to demonstrate how fraud detection works using a simple neural network model. Imports:

import pandas as pd import numpy as np import tensorflow as tf import keras from sklearn.preprocessing import StandardScaler from keras.models import Sequential from keras.layers import Dense from sklearn.model_selection import train_test_split from sklearn.metrics import classification_report

  Have a look at the dataset

data= pd.read_csv(‘creditcard.csv’) data[‘Amount_norm’] = StandardScaler().fit_transform(data[‘Amount’].values.reshape(-1,1)) data= data.drop([‘Amount’],axis=1) data= data.drop([‘Time’],axis=1) data= data[:-1] data.info()

  Now after some data cleaning, our dataset contains a total of 28 features and one target, all having float values which are not empty.   Our target is the Class column which determines whether the particular credit card transaction is fraud or not. So the dataset is divided accordingly into train and test, keeping the usual 80:20 split ratio. (random_state is fixed to help you reproduce your split data)

X = data.iloc[:, data.columns != ‘Class’] y = data.iloc[:, data.columns == ‘Class’]

X_train, X_test, y_train, y_test = train_test_split(X,y, test_size = 0.2, random_state=0)

  We use the sequential model from keras library to build a neural network with 3 dense layers. The output layer contains only a single neuron which will use the sigmoid function to result in either a positive class or a negative class. The model is then compiled with adam optimizer, though it is highly suggested that you try out different values of hyper parameters by yourself, such as the number of units in each layer, activation, optimizer, etc. to see what works best for a given dataset.

model= Sequential() model.add(Dense(units= 16 , activation = ‘relu’, input_dim = 29)) model.add(Dense(units= 16, activation = ‘relu’)) model.add(Dense(units= 1, activation = ‘sigmoid’))

    model.fit(X_train, y_train, batch_size = 32, epochs = 15)

  This is the result after running the model for a few epochs. We see that the model gives 99.97% accuracy very fast. Below, y_pred contains the predictions made by our model on the test data, and a neat summary of its performance is shown.

y_pred = model.predict(X_test)   print(classification_report(y_test, y_pred))

Conclusion

So this way we were successfully able to build a highly accurate model to determine fraudulent transactions. These come in very handy for risk management purposes.  

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