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Founded by two recent Cambridge graduates, Westbound Maths has been running in-person training for students based in North London since 2018, and now we are online! Our courses are designed for Exam Preparation and Grade Improvement with proven results- 88% of our past students improved their final grades by at least one band from predicted grades!What Complete A-Level Maths: Statistics Course in 6 Lectures teach:The Westbound Maths Complete A-Level Applied Maths: Statistics Course covers the entire A-Level applied Maths: statistcis syllabus which represents 1/6 of the final exam weight for A-Level Mathematics qualification. The course consists of 6 lectures with over 7 hours of class videos, accompanying exam- styled homework and detailed mark scheme for the following topics:Statistical Sampling Methods: random vs. non-random sampling methods, and their respective advantages and disadvantagesStatistical Measures: measures of location including mode, median, mean, quartiles and percentiles; measures of spread including interquartile range (IQR), variance and standard deviationCorrelation, linear and exponential regressionDiscrete Probability Distribution: discrete uniform distribution, discrete non-uniform distribution; and binomial distributionContinuous Probability Distribution: normal distribution, standard normal distribution; approximating binomial distribution using normal distribution.Hypothesis testing and its three applications: 1) testing for the correlation between two variables; 2) testing whether the probability of success in a binomial distribution is of a certain value; 3) testing whether the mean of a normal distribution is of a certain value. Probability: how to find probabilities using a Venn diagram; conditional prob

Data cleaning or Data cleansing is very important from the perspective of building intelligent automated systems. Data cleansing is a preprocessing step that improves the data validity, accuracy, completeness, consistency and uniformity. It is essential for building reliable machine learning models that can produce good results. Otherwise, no matter how good the model is, its results cannot be trusted. Beginners with machine learning starts working with the publicly available datasets that are thoroughly analyzed with such issues and are therefore, ready to be used for training models and getting good results. But it is far from how the data is, in real world. Common problems with the data may include missing values, noise values or univariate outliers, multivariate outliers, data duplication, improving the quality of data through standardizing and normalizing it, dealing with categorical features. The datasets that are in raw form and have all such issues cannot be benefited from, without knowing the data cleaning and preprocessing steps. The data directly acquired from multiple online sources, for building useful application, are even more exposed to such problems. Therefore, learning the data cleansing skills help users make useful analysis with their business data. Otherwise, the term 'garbage in garbage out' refers to the fact that without sorting out the issues in the data, no matter how efficient the model is, the results would be unreliable. In this course, we discuss the common problems with data, coming from different sources. We also discuss and implement how to resolve these issues handsomely. Each concept has three components that are theoretical explanation, mathematical evaluation and code. The lectures *.1.* refers to the theory and mathematical evaluation of a concept while the lectures *.2.* refe

In this course, you would learn how to perform basic Petrophysical Analysis with real life data using Schlumberger Petrel Software. This is most useful to undergraduates and fresh graduates that have taken a course in Petrophysics and/or Formation Evaluation.Master Petrophysical Analysis with Petrel in this detailed course for students of Petrophysics.Learn how to navigate a leading Oil Gas industry Software – Petrel within minutes.Practice with real Project DataCarryout Petrophysical Analysis in one click (Bonus Video) using MacrosLearn how to visualize well data on 2D and 3D windowDiscover tricks for correlating well logs and creating well tops.Equip yourself with Petrel skills which would be relevant for carrying out basic Petrophysical Analysis.This course starts by revisiting some Petrophysical concepts just to bring you up to speed before working on real project data where you would first learn how to navigate Petrel’s interface before well log correlation and estimation of petrophysical properties.After going through “the normal process” you would learn a shortcut using automated Macros at the concluding part of the course. This is what professionals use in the industry to speed up their work.This course is well suited for complete beginners with a Background in Petrophysics and Formation Evaluation. The videos are clear and easy to understand. The data set can be used for practice.Course Prerequisites:Background Knowledge in Petrophysics or Formation EvaluationPetrel Software installed on a compatible computer.At the end of this course, Student would be able to:Work with Petrel to perform well log correlation.Estimate Petrophysical parameters such as porosity and permeability and water satur

RequirementsNo programming experience needed you will learn everything in this courseDescriptionThis course teaches you all the things required for the structural analysis and design of a R.C building. This course, as the title says, doesn't require you to have any prior experience in this software or any other structural design software. It will teach all the aspects of the software from very basic and will take you to the higher levels of the software as the course progresses. The course has been very systematically arranged so that you can best understand the software. Once you complete this course, you will have all the necessary knowledge to do structural design of a building. You can work as a structural designer or can do the structural design of buildings on your own projects.this course will teaches you all the things required for the structural analysis and design of a building. This course, as the title says, doesn't require you to have any prior experience in this software or any other structural design software. It will teach all the aspects of the software from very basic and will take you to the higher levels of the software as the course progresses. The course has been very systematically arranged so that you can best understand the software. Once you complete this course, you will have all the necessary knowledge to do structural design of a building. You can work as a structural designer or can do the structural design of buildings on your own projects.STAAD Pro stands for Structural Analysis and design. STAAD Pro v8i Software is widely used in analyzing and designing structures – buildings, bridges, towers, transportation, industrial and utility structures. In this Software you will show a detail analysis and design of all the structural elements of R.C building under gravity loads (dead and live) and lateral loads (earthquake and wind)Description of the SoftwareSTAAD

Stop Wasting Time on Training! Master Lean Learning, the Future of Learning.In today's rapidly changing world, traditional training methods are no longer effective. Are you tired of delivering (or receiving) lengthy, information-overloaded courses that have a minimal impact?This course introduces you to Lean Learning, a revolutionary approach that optimizes learning and development for the modern workforce. Learn how to:Eliminate waste in your training programs and focus on what truly matters.Design engaging, effective learning experiences that drive results.Empower learners to take ownership of their professional development.Foster a culture of continuous learning within your organization.This course is designed for Learning and Development professionals, Leaders Managers who want to:Boost training effectiveness and improve ROI.Develop a more agile and adaptable workforce.Stay ahead of the curve in the ever-evolving learning and development landscape.In today's dynamic business landscape, several factors make this Lean Learning course crucial for an organization's success:Rapid Skill Evolution: The pace of change in technology, markets, and regulations necessitates a workforce equipped to adapt and learn quickly. Lean Learning equips employees with the tools to acquire new skills continuously, keeping them relevant and valuable.Focus on Efficiency and Productivity: Lean principles emphasize eliminating waste. Traditional training can be wasteful, consuming time and resources. This course teaches you to design efficient learning experiences that deliver maximum value in minimal time, boosting overall organizational pro

In the intricate world of engineering, the stability and reliability of piping systems are paramount. As industries evolve and demand higher performance from their systems, engineers turn to sophisticated tools to ensure that pipelines can withstand the dynamic forces they may encounter during their operational life. One such tool that stands out in the realm of piping analysis is Caesar II software.Caesar II, developed by Hexagon PPM, is a powerful tool designed to analyze the structural integrity of piping systems under various conditions, including dynamic loads. Dynamic analysis of piping systems is crucial for industries such as petrochemicals, oil and gas, power generation, and others, where pipes are subjected to dynamic forces like vibrations, pulsations, water hammer, and seismic events.Understanding Dynamic Analysis:Dynamic analysis involves studying the behavior of a piping system when subjected to time-varying loads or disturbances. Unlike static analysis, which considers steady-state conditions, dynamic analysis takes into account the effects of transient events that can cause stress, fatigue, and even failure in the piping components.Caesar II enables engineers to simulate and evaluate the response of a piping system to dynamic loads, providing insights into potential issues that might arise during operation. The software considers factors such as fluid flow, thermal expansion, and external forces to predict the system's behavior over time.Benefits of Dynamic Analysis with Caesar II:Enhanced Safety:By identifying potential issues related to dynamic loads, engineers can design piping systems that meet safety standards and regulations, reducing the risk of failures during operation.Optimized Design:Dynamic analysis allows for the optimization of piping system designs, ensuring they can handle the expected dynamic loads without compromising efficiency or safety.