Machine Learning

Machine learning is all about improved unsupervised algorithm, enhanced personalization, increased adoption of quantum computing, improved cognitive services and ultimately rise of robotics. Machine Learning is the future, from Self-driven cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome, it’s everywhere!

This Live Course has been designed to help you learn about the most effective machine learning techniques, and gain practice implementing them and getting them to work for yourself. More importantly, you'll not only learn about the theoretical underpinnings of learning, but will also gain the practical know-how needed for the powerful application of these techniques to solve new problems.

The course is aimed at teaching some of the Silicon Valley's best practices in innovation as it pertains to machine learning and AI.

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MS Excel (Advanced)

This course is best suited to those who are already have some hands-on experience on excel.

This course will help you master some of the nested functions as such Index and Match, If and or, Trim, clean and substitute etc. These formulas will help you to tackle much complex problems with ease.

We will also go through various excel tips and tricks and excel shortcuts by which one can gain momentum and speed in handling the tasks. In addition to this we’ll also cover range of topics other than formulas such as Dynamic Data validation, Dependent data validation, Custom conditional formatting, Advanced Data filtering and Data cleaning. Here we will also cover on how to make charts, which are not inbuilt in excel such as Progress chart, people chart and Maps and etc. by these charts one can make impressive dashboards.

Finally, this Webinar course will take you through on how to automate your regular work with the use of Macro. Here we will cover how to write a macro, record a macro and how to send emails to multiple people by using a macro and how to split a Masterfile into multiple files by using macro and so on.

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Portfolio and Investment Management

This course has been tailored for a four-course specialization which aims to train the student in the basic skills of portfolio management along with personal investing. There are few most common issues faced on daily basis by an investor, whether it be large wealth fund manager or a small individual investor i.e. where to invest, how much risk to take and how to meet the liabilities?

The course specifically aims at teaching one how to think about, discuss and formulate solutions to these questions. One will be taught theory as well as the practical skills required to meet financial objectives. It would be comprising of designing, executing and evaluating the investment proposals. The course has been meticulously curated. It starts with an overview of the global financial market and moves on to the instruments that create investment opportunities currently available to the investors. Next step is to teach the creation of optimal portfolios for effective risk management combined with the knowledge required for understanding behavioral biases and irrational behavior in financial markets. The course assures the learner that he would get to learn the best practices in portfolio management and performance evaluation along with current investment strategies. By the end of the course, one would have mastered the quantitative skills, analytical tools and all the practical knowledge necessary for the long term successful investment management.

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Business Analytics with R

This course is designed to help you answer business-related questions from a dataset using R.In this course, you will learn the basics of R using R Studio. Several packages like dplyr, ggplot, tidyr, data.table, plotly will be discussed in detail for data cleaning, transformation, merging and visualization.

Case studies with real-life datasets will be discussed to understand the concepts practically.

The focus of this course to develop a knack of cleaning, transforming and visualizing data to get insights to solve business problems.

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Chemistry For IIT-JEE & NEET

This course is designed to help a student who is preparing for IIT-JEE or NEET. The course simplifies the lengthy concept of chemistry so that you will not leave a single chemistry question in the paper unattempt.

In this course, you will learn the basics of chemistry and gradually the educator will take you through complicated topics with ease.

Past question of IIT-JEE and NEET will be discussed after every topic and the session will be open for any doubt put by the student, so that they can get clarification immediately.

The focus of this course is to develop an understanding of the subject so that you can score good marks in your exam.

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Power BI

One of the most interactive visualizations and self-service business intelligence tools, Power BI by Microsoft, is quite popular with data crunchers. A cloud-based business analytics service that gives a single view of most critical business data, it can monitor all the business decisions using a live dashboard.

Apart from letting the users create rich interactive reports with BI Desktop, it allows access to data through its native Power BI Mobile apps. It has quickly gained popularity among professionals in data science as they are extensive lets share insights in the most effective way.

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Fixed Income –Derivatives

This course is intended to benefit those in Fixed income trading or valuation of these instruments. Proper understanding and valuation of many OTC derivatives instruments like: Interest rate swaps, Cross Currency Swaps and options

Interest rate modelling (One-factor model,HJM,LMM), CVA,DVA,KVA (together known as X-valuation adjustment in Valuation Number) A brief introduction to ITO lemma and stochastic calculus to make you understand the basics behind mode.

The course will eye at enabling you to understand and build these models from scratch. Coding will be done mostly in C# and PYTHON , extensive use of EXCEL will be there.

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AutoCAD

Autocad is the standard design software used in engineering, architecture, interior design and construction industries. Designers and drafters use it to create two-dimensional and three-dimensional computer drawings. This course is best suited to interior designers who have just entered their design course. Here we start from scratch and our faculty teach you online and clarify any and every confusion along the way. The course gives an introduction to basic autocad and it's tools like- drawing tools, modifying tools, ucs system, drafting settings, annotation. This course will help you to start making your furniture layout plans and elevation in autocad..

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Photoshop

Adobe Photoshop Basic is for beginners who are creative and want to visually present their ideas. Photoshop is a powerful but yet complicated. This course is to eliminate the complications for beginners and give a clear idea. You’ll learn the basic tools & techniques of Adobe Photoshop CC from opening an image to saving your artwork. It will also teach you in detail about making selections, transformation, use of brushes, layer styles and others. Whether you are a professional designer entering into the world of design or a person passionate about creativity, this course is apt for every beginner.

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Financial Reporting

The Financial Reporting course helps you to understand and decode the accounting principles and process. It will enhance your skill in preparing the financial accounts of organizations. After the completion of this specialized course you will be able to (1) use financial accounting principles to create and/or process an organization’s financial statements and (2) analyze financial statements to assess an organization’s financial position.

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Excel (Basic)

This course is best suited to those who are getting started with Excel.

Firstly, the course will help you uncover the details on how to write a formula and will take you through the fundamental on how formula is built in excel. By this understanding one will be able to use 100+ formulas in excel effectively. These would cover functions such as logical functions, lookup functions, text functions, financial functions, Date and time functions, statistical functions and etc

Secondly, we will go through various excel keyboard shortcuts by which one can gain momentum and speed in handling the tasks. In addition to this we’ll also cover range of topics other than formulas such as Pivot tables, Data validation, Text to columns, conditional formatting, data sorting, data filtering and data cleaning

Finally, well venture into the dashboards, where we will understand all type of charts that are inbuilt in excel such as column chart, pie chart, tree chart, stock chart and etc. Here we will also cover on how to make the dashboards faster with these inbuilt charts

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Macroeconomics

This course has been curated to help you learn all of the major principles of macroeconomics, normally taught in a quarter or a semester course, to college undergraduates or MBA students.

More importantly, you will also learn how to apply these principles to a wide variety of situations in both your personal and professional lives. In this way, the Power of Macroeconomics will help you prosper in an increasingly competitive and globalized environment.

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Introduction to Structured Query Language (SQL)

A data scientist is a person who is trained to analyze the raw data given to him and extracts useful information out of it. Raw data for example ‘Retail transactions information of a fashion chain’ is available to us in the form of an organized collection of tables called relational databases.

SQL is a language that helps an effective data scientist to locate and extract data from these databases. The course offered here promises to get you familiarized with the syntax usage in SQL language which is also shared by many types of databases, such as SQL Server, MySQL, Postgre SQL, and Oracle. So, get ready to begin working with databases today itself!

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Statistics for Professionals

Statistics is the science of turning data into insights and ultimately decisions. Behind recent advances in machine learning, data science and artificial intelligence are fundamental statistical principles. The purpose of this class is to develop and understand these core ideas on firm mathematical grounds starting from the construction of estimators and tests, as well as an analysis of their asymptotic performance.

After developing basic tools to handle parametric models, we will explore how to answer more advanced questions, such as the following:

How suitable is a given model for a particular dataset?
How to select variables in linear regression?
How to model nonlinear phenomena?
How to visualize high-dimensional data?

Taking this class will allow you to expand your statistical knowledge to not only include a list of methods, but also the mathematical principles that link them together, equipping you with the tools you need to develop new ones.

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Valuation for Startups and Public Companies

The way of finding out a firm’s value by determining the discounted future cash flows of the firm is popularly known as the discounted cash flow. In simpler terms the present value of the cash flows the firm will be generating in the future is termed as the firm’s value. To understand this concept of finding out the firm’s value we should first discuss the time value of money.

This course is structured such as to train the student by making him able to find the present value of the future cash flows. The students will be taught how to use excel to find the present value of future cash flows. In addition to this, other concepts like – finding the future value of the given investment; interest rate of the given investment and future cash flows, payments given for interest rates, number of periods to wait for given investment and interest rate will also be taught. Furthermore, the real-life examples and company valuation will be dealt with for the best understanding of the concept.

A brief discussion on the Real options valuation and relative valuation has also been planned.

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Psychology

This course is focused on the basic psychological needs that promote high quality motivation and wellness, and how they are supported in social contexts. This course details how the styles and strategies of motivators such as parents, teachers, coaches, managers, and health-care professionals can promote or undermine engagement and the positive consequences that follow from it. In this course, Akanksha, will provide an overview on how autonomy, competence, and relatedness support and facilitates behavioral persistence, quality of relationships, and healthy developmental processes, among other topics. She will also discuss the convergence of behavioral phenomenological and neuropsychological aspects of autonomy and in addition in addition, she will illustrate the application of this course on educational, work, sport, healthcare and psychotherapy settings.

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