MQL4: Build Trading Robots from Scratch (For Developers)

There’s a huge number of reasons. A lot of people have none or very little money saved up for emergencies, plus, the majority of them have substantial student loans and credit card debt. Nevertheless, a lot of issues could be prevented if these people knew how to budget. Any company must prepare its finances and track its profitability. To put it another way, the project's financial sustainability should be evaluated before it is launched. This course will assist you in doing so. This course will teach you how to budget and forecast from the ground up. This course is designed to prepare people for budgeting and forecasting as well as familiarize them with the process. Budgeting plays an important role in all organizations, so this will support them in their career. When budgeting is performed right, it has a number of advantages. Understanding and contributing to the budgeting process will help you become a more valuable employee or a more effective business owner. Teamwork, coordination, and quality development are all helped by budgeting. After all, most of us are not at ease in the accounting world. This course is suitable for motivated workers and business owners who want to increase their appreciation and make a more important contribution to the budgeting process. This course will explain capital budgeting fundamentals, including how to measure Net Present Values as well as which approach should be used in project assessments, as each method has its own set of drawbacks and benefits.

Welcome to Learn Tradingview Pine Script PROPERLY!! My name is Hendrik and I've been developing trading tools for both retail traders and corporate hedge fundsfor the past 3 years.Today I will be your instructor on your journey to automating your trading tools and strategies.as a student of this course you will get access to over 5 hours of carefully selected contentto get you started with programming in pine script.In this course you will follow along with me and learn from my thought process as I build over 16 differentcandlestick patterns and construct a full back-testing engine around them.I will leave the mistakes I make along the way so you can also learn from the way that I do my bug testing and fixing.So if you want to learn a skill that you can use as a trader or work as a freelancer for some of the most well respected retail traders and corporate hedge funds. then this course is perfect for you.all this course requires is some basic knowledge of trading and the ability to think logically.So if you're ready buy the course now and I will see you on the inside. lets get started.

Many companies and individuals seeking loans from banks or private lenders can’t meet the rigid collateral requirements imposed by these lenders. They might try asking family and friends for a loan, but that often proves difficult if not impossible. As a result they are forced to seek funding elsewhere. But where, how and from whom? The purpose of this course is to introduce you to the world of equity finance. Companies, big, small, established, start-ups and would-be-entrepreneurs from all over the world raise money via this method 24/7. It involves the offer and sale of a portion of your businesses to investors through what are known as securities or stock in the case of a corporation. This is a way in which you can raise enormous amounts of money, often within weeks, even though you are a start up, your business has failed, you lost your job, and you have no credit. The course details: what you have to do in order to comply with the law before, during and after raising money; the different choices you have through which to raise money; and,how to raise money using one of those choices. The course can be completed by reading one or more chapters at a time and can then be used as a future reference guide. No prior experience or formal educational requirements are necessary to understand this course and no training material is required.

This specialized course on Generative AI for Auditors equips finance and audit professionals with the knowledge and tools to revolutionize their audit processes using state-of-the-art AI technologies. Beginning with a foundational understanding of What is Generative AI, the course explores the shift from traditional automation to AI-driven intelligence in auditing. Participants are introduced to industry-leading tools like ChatGPT which are redefining how auditors engage with data, generate insights, and produce deliverables. A core focus is the automation potential across the audit lifecycle, including summarizing financial statements, reviewing prior-year reports, generating risk assessment matrices, and identifying high-risk financial areas such as revenue recognition and asset impairment.Real-world case studies, such as EY’s global deployment of GenAI and AI-assisted risk scoping in a banking audit, demonstrate how major firms are embracing this technology. Learners will practice creating GenAI-generated checklists for engagement planning, control walkthroughs, and test plans for internal controls, along with prompts for evaluating SOX compliance. The course covers advanced applications like AI-supported sampling logic, journal entry testing (JET), variance analysis interpretation, and substantive audit procedures—illustrated through a fintech loan audit case study.Fraud detection is tackled using GenAI-powered red flag generation, NLP-based text reviews, pattern recognition in expenses, and predictive fraud analytics. Participants will also explore how to draft audit memos, convert emails into evidence, and use GenAI for real-time documenta

Most credit risk modeling courses teach you formulas. This one teaches you how lending actually works, then shows you how to model it in Python.I'm a Senior Risk Analyst at a digital lending NBFC, and everything in this course comes from real production work: the scorecards, the monitoring dashboards, the ECL computations, and the mistakes that cost real money. You'll learn credit risk modelling the way practitioners learn it, with every single lecture backed by a Python notebook and a realistic lending dataset.What makes this course differentPractitioner-first, not textbook-first. You'll learn why a scorecard is a risk measurement machine, not a rejection machine, and how that mindset changes everything you build.A notebook with every lecture. No theory-only slides. You write the code for roll rate matrices, WOE binning, PSI monitoring, and ECL staging yourself.Real market context. Examples use actual lending economics, regulatory logic, and the DPD language used on the floor of every bank, NBFC, and fintech.What you will buildAn acquisition scorecard built the way NBFCs actually do it, using off-us bureau performance from a retro scrub, not a toy dataset.A complete credit scorecard: data preparation, WOE and IV analysis, binning, reject inference, logistic regression, and score scaling.Portfolio analytics: DPD buckets, roll rate matrices, and vintage curves.A model monitoring framework: PSI, CSI, Gini and KS, rank ordering, and drift detection.IFRS 9 ECL from scratch: PD, LGD, and EAD models with 12-month vs lifetime staging logic.Who should take thisData analysts moving into risk, banking and fintech professionals transitioning into analytics, finance students (CA, FRM, CFA, MBA) who want hands-on skills, and working credit risk analysts who want to implement the full stack in Py

The CFA isn’t hardIt's HOW you prepare for it that makes it hard.Most prep material providers use a linear teaching system... You have to read through pages, drowning in content and details, making it extremely difficult to remember what you are expected to on exam day.Understand in a few hours concepts you've been struggling with for weeks if not monthsNo mock exams or formula sheets inside. What you will get is powerful videos giving you sharp, concise and straight to the point explanations that will help you make the most out of the material you have (whatever it is) and get laser-focused on what’s important on exam day.We made difficult topics easy and easy topics easier.​Tackling the CFA's vast curriculum can be an absolute mountain to climb, but we definitely made the material much more accessible and the whole preparation process much easier. This online revision course compresses difficult and complex subject into memorable and easy to understand concepts. We managed to keep such a long and dense curriculum approachable and interesting. You will watch straight to the point and enjoyable videos so you can learn key material while relaxing after (or before) a full day's work.100% focussing on the hardest areas you are struggling with right now.We breakdown complex study content into easy to understand concepts so you will be able to get to grips with content that had previously seemed impossible in self-study. By focusing on key areas and linking theoretical concepts to reality, your understanding of the different concepts will significantly increase. We give you strategies that will help you understand the most complex area of the program and transforming the complex study into easy to understand stuff. We provide you with unique and unparalleled ability to transpose complex and difficult topic areas into easy to understand building blocks.Focus your limited time on the