5 must learn programming language for data science and machine learning professionals

5 must learn programming language for data science and machine learning professionals

Learning programming languages is the first step in becoming a data scientist or machine learning expert. You should be familiar with several programming languages for your practical work and self-learning. This post briefly overviews the top must-know programming languages for data science and machine learning professionals.

R Programming Language

R is open source software, free of charge, released under the GNU General Public License. The latest stable version is R 3.4, with minor updates released every six months. There are also many packages on CRAN (Comprehensive R Archive Network), which provide additional functionality when working with data sets in R itself. It is used extensively in academic environments to teach statistical methods and to develop statistical software.

Python

Python is a programming language for web development, data analysis, and machine learning. It’s also one of the most popular languages to learn as a beginner, thanks to its simple syntax and readability.

It is a high-level programming language with dynamic typing that makes it easier to write programs using fewer lines of code than other languages like C++ or Java. The syntax is not complicated, so you can learn how things work without getting lost in technical jargon or complex grammar rules that don’t apply in real-life situations.

SQL

It is a structured query language used to create, read, update and delete data in a database. The SQL statements are written in English sentences or commands and separated by semicolons (;).

SQL has been for many years, and several variations exist across different databases, including MySQL, PostgreSQL, Oracle, etc. 

Scala Programming

Scala is a modern general-purpose programming language designed to express common programming patterns in a concise, elegant, and type-safe way. It is an immaculate language with an expressive syntax that makes it easy for developers to work with large amounts of data.

Java Programming

Java is a general-purpose, concurrent, class-based, object-oriented computer programming language designed to have as few implementation dependencies as possible.

This language is among the most popular in the Data Science industry. It has many advantages over other languages. It’s easy to learn and still provides excellent performance when solving complex problems with Machine Learning algorithms.

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  • This five-month program, developed by IIT faculty members, will instruct learners in using Python to comprehend data mining and machine learning methodologies.
  • This data science certification course will be live via online sessions with India’s best educators.
  • Students will build a strong foundation in data science with the aid of our data science online program.

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Top 5 books to learn financial analysis

Top 5 books to learn financial analysis

As a real-time investor, you can never get enough knowledge, there’s always a better trick to the trade that you may not be cognizant about. One common fundamental that an investor must master is understanding the financial reporting of the corporations. It is not smart to invest in the stock market without taking into consideration the financials posted by the company. Analyzing the final reports by the company and simply relying on the market trends may be aghast as it may lead you to a misdirection. Therefore, an investor needs to keep upgrading himself and his grasp of the subject. 

To do so, there can be no better way to be thorough with the market terminologies as well as distinct strategies that have been penned down by the connoisseurs of the industry. These books can be your best bet to learn financial analysis and shall help you to understand financial reporting in depth. At the same time, if you are already a regular player in the field or if you have chosen finance as your career these top books shall help you to boost your financial analysis career as well as create a path to value investing. If you wish to further extend your know-how in financial reporting or financial modelling, you can perhaps even consider financial analysis online training through the varied courses offered today.

But for now, let us see the trending 5 books to learn financial analysis. These books range from beginner to advanced levels and thus, you can choose to pick your hand on these based on your level of expertise.

The Intelligent Investor

If you belong to the finance field, you most likely have heard about the book written by Benjamin Graham. This is one of the most popular books that are available in the market on financial analysis fundamentals. This book covers the most important nuances related to the financial world such as stock market trading, how to select your stocks, investment tricks, earning per share, etc. If You are someone who is an avid reader but also has started trading in the stock market, this book is certainly the best pick for you.

Learn to Earn

This book by Peter Lynch, who is a fund manager himself strives to make you reach the financial milestones that you wish to achieve. This book takes you through the nitty gritty of analyzing the financials of the company and applying your best knowledge to increase your earnings through trading. The author believes that investing in the stock market is a necessity in one’s life and therefore has explained the concepts in the simplest way possible.

Warren Buffett Accounting Book: Reading Financial Statements for Value Investing

This is a financial analysis book written by Stig Brodersen. This book teaches you valuable lessons about investing. It gives insight into the intrinsic value of a company, talks about what is a discount rate and how to apply it in your strategies, it also talks about the importance of financial ratios, and provides the reader with detailed instructions on how to read the financial statements of a company. The interesting part of this book is that it provides a distinct perspective on financial reporting and is backed by solid examples for readers to easily grasp the author’s point of view.

The Theory of Investment Value

This is a renowned book that has even inspired Warren Buffet and is highly suggested by him for young investors. The book is written by John Burr Williams and it aims to provide its readers with an idea of how the valuation of stocks is done. It also throws light on discounted cash flow techniques and how the dividend yields are decided by the companies. If you are someone who is looking to update your knowledge about investments, this will be a good pick for you.

Financial Statements, Third Edition: A Step-by-Step Guide to Understanding and Creating Financial Reports

This book is known to be a step-to-step guide for beginners to understand as well as create financial reports. This book by Thomas Ittelson is highly recommended by corporates to their fresh joiners to have a basic understanding of corporate finance before stepping into the practical world. It is a type of book that proves to be more accessible by providing data to the readers by translating the most complicated financial jargon. The main focus of the book however is on how the financial statements of the companies interact with each other and aims to offer a snapshot of the company’s financial health. 

The above 5 books are a game-changer for someone who has a deep interest in the finance world and would like to up his investment game. These books provide the reader with the varied perspectives of each author and are highly recommended by most experts in the field. These books help you to cut through the noise and understand the financial shenanigans most efficiently.

How to start a career in fintech – 5 things every fintech professional should know

How to start a career in fintech – 5 things every fintech professional should know.

Financial technology, also known as Fintech, is an umbrella term to describe new technologies used to improve financial services. It can include everything from mobile payments and digital currencies to blockchain and AI. It’s one of the fastest-growing industries in India. 

The world of finance is constantly evolving and growing more complex. As a result, there is a growing demand for Fintech experts who can help businesses navigate the ever-changing landscape. 

And if you’re looking to start your career in Fintech, there are a few things you need to know. In this blog, we’ll look at 5 of these things.

  1. Understand The Basics Of Fintech

To start a career in Fintech, you must have a strong understanding of the basics of financial technology. It includes understanding how fintech companies use data and analytics to provide innovative financial services.

You can use financial technology to improve financial services in many ways, such as:

  • Making it easier for users to access banking services through mobile banking
  • Providing new and innovative products and services like digital currencies
  • Improving financial institutions’ efficiency by automating financial tasks. 
  • Blockchain creates a secure, decentralized ledger of transactions.
  1. Understanding The Regulatory Environment Surrounding Fintech

Every Fintech professional should know the regulations before starting their career in the industry. 

With the environment constantly changing and evolving, it’s essential to stay up-to-date on the latest developments. Several regulatory bodies oversee Fintech, so it’s essential to know which one applies to your specific area of interest. 

Understanding the regulatory environment will help you navigate the fintech landscape and make the best choices for your career in Fintech.

  1. Different Types Of Fintech Companies And Their Business Models

It’s vital for anyone starting a career in Fintech to understand the different types of Fintech companies and their business models.

There are mainly four types of fintech companies, each with its unique business model, and knowing the difference is essential for anyone looking to start a career in Fintech

  • Payments companies focus on providing a better way to make and receive payments. They provide the infrastructure that allows businesses to accept electronic payments, including mobile payments to peer-to-peer (P2P) payments. Common payment processors include PayPal and Stripe.
  • Lending companies use technology to streamline applying for and receiving loans. These companies connect borrowers with lenders, typically via an online marketplace. 
  • Investing companies use technology to make it easier for people to invest their money in various assets, including stocks, bonds, and cryptocurrency. This can include online investment platforms, like Zerodha, Groww, etc. 
  • Personal finance companies use technology to help people manage their finances, budget, and save money. This includes budgeting apps, money management tools, and financial advisory services.

There are also these Blockchain startups working to develop and commercialize blockchain technology, often for use in financial services. Coinbase is one of the well-known blockchain startups.

  1. Potential Benefits And Risks Associated With Fintech

Fintech is a rapidly growing industry with immense potential. It can provide various benefits, including financial rewards, personal satisfaction, and the chance to help shape an industry. However, there are associated risks that fintech professionals should be aware of before starting a career in the field. 

The potential benefits of Fintech include:

  • Ability to create new and innovative financial products and services.
  • Disrupt traditional financial models and create new jobs and opportunities.
  • Provide more efficient and convenient services.

However, there are also risks associated with Fintech, including:

  • Potential for fraud and scams.
  • Unexpected regulatory changes.
  • Data security breaches. 
  1. Consider Skills And Experience

There are a few things that every Fintech professional should know if they want to start a career in this field. 

  • It is vital to have a strong understanding of financial concepts and principles. 
  • Experience in using financial technology (Fintech) tools and platforms is also essential. It is always helpful to have experience working with financial data and software.
  • Finally, effectively communicating with clients and other financial professionals is key to success in this field. 

With these skills and attributes, any Fintech professional can have a successful career in this rapidly growing industry.

Conclusion

A career in Fintech can be enriching and exciting. 

There are many great fintech courses available in India, and a blockchain certification can help you stand out from the crowd.

If you’re interested in a career in Fintech, now is the best time to start. You can check out one of the best Fintech courses in India offered by Imarticus Learning in collaboration with SP Jain School of Global Management. You can check out the program webpage for chat support or visit one of the centers to learn more about the program.

20 Trailblazers Leading The Way In Investment Banking

20 Trailblazers Leading The Way In Investment Banking

According to an article published in the Indian Express, Investment Banking is regarded as one of the top two careers in India. This is also regarded as the future of the Fintech industry, particularly with the advent of various technologies every day. If you learn investment banking today, then you will reap the sweet harvest all along your life. 

What is Investment Banking?

Investment banking is typically defined as the business model or a deal where the bankers create wealth for the second party. In simpler words, an investment banker’s job is to analyse the market and help third parties such as other corporate (private) entities and government bodies to generate capital.

Top 20 Investment Banking Organisations Leading the Way

JPMorgan Chase

It is an America-based investment bank and as of 2022, the largest in the USA. It is regarded as the pioneer in the investment banking sector for its path-breaking works. 

Lazard

Lazard is an international financial advisory institution with a prominent presence in New York City, London and Paris. It offers a wide array of services. From investment management to capital growth, many international firms have taken the lead from Lazard. 

Mitsubishi UF J Financial Group

The Japanese industrial giant Mitsubishi formed Mitsubishi UF J Financial Group in 2005 with headquarters in Tokyo. Today, it serves as the second-largest bank holding company in the world with multiple banks and financial groups under its authority. 

Morgan Stanely

Henry Sturgis Morgan and Harold Stanely joined hands to form one of the major investment banking companies that lead the way for future investment bankers. It is recognised as a leading wealth management service provider.  

Wells Fargo Securities

Wells Fargo has more than 70 million customers throughout 35 different countries. This very stat goes to show you the impact of Wells Fargo Securities. It has its headquarters in California.  

Goldman Sachs

Goldman Sachs is among the pioneering investment banking institutions and is ranked second in terms of total annual revenue. It manages the finance of numerous start-ups and established companies. 

Deutsche Bank

This German investment management company has a network in more than 58 countries. The investment bank is one of the four major pillars of Deutsche Bank.  

Credit Suisse

Credit Suisse is a major global investment bank that has headquarters in Zurich. Share services and asset and wealth management are the key offerings of the bank. 

BofA Securities

When it comes to mergers and acquisitions, big companies across the world depend on BofA Securities. Equity and debt management along with wealth flow are the pillars of this top investment banking institution. 

Citigroup

Citi Bank owned by Citigroup is among the Big Four Banks of America with a prominent global presence. As of 2020, it is the largest security service-providing bank.  

Nomura

Nomura Holdings is an integral part of Nomura Group that extends its service in finance management across the world.   

HSBC

HSBC is a British financial management group; also a bank holding organisation (HSBC Holdings) has its presence in 64 countries. It shows new ways to the global investment banking sector with innovative ideas.  

UBS

UBS is a Swiss wealth management organisation. A prominent presence in all major countries makes UBS one of the top players in the investment banking sector. 

Barclays

Barclays is one of the oldest British investment banking companies. Retail banking, wealth management and corporate finances are among the most significant services provided by Barclays. 

Mizuho

Financial services offered by Mizuho include bank services, equities, trust and wealth management. 

Jefferies Group

Jefferies Group offers corporate banking, financial research, investment management, global markets consulting, and industrial trading to its clients. 

BMO Capital Markets

The investment banking division of Canadian Bank is called BMO Capital Markets. It provides access to a variety of financial services for private and government clients.

BNP Paribas

BNP Paribas is a French multinational banking group. Two of its core roles are Corporate & Institutional Banking (CIB) and Investment & Protection Services (IPS).

RBC Capital Markets

RBC Capital Markets is a global investment bank that offers financial services all over the world such as banking, wealth management, risk assessment, and investment management.

Evercore Partners

Evercore is comparatively a new organisation that has advised mergers and acquisitions of over 4.7 trillion US dollars.  

Learn Investment Banking to Redefine Your Career

As we have been discussing, investment banking has created numerous openings. Due to the high market demand, you can secure your future as an investment banker.  

Investment Banking Career Options

Investment banking can fetch you lucrative career options in multiple fields. Some of them are:

  1. Wealth management
  2. Fintech
  3. Financial risk assessment
  4. Economic prediction or forecasting
  5. Merger and acquisition management  

Investment Banking Course With Placement

If you dedicate a few months to training yourself in investment banking, then you can create a massive opportunity for yourself in the future. The demand for the designation in India and abroad is exponentially rising. Join an investment banking course with placement opportunities to make your future secure.