{"title":"Tshepo Chris Nokeri","description":null,"products":[{"product_id":"econometrics-and-data-science-book-tshepo-chris-nokeri-9781484274330","title":"Econometrics and Data Science","description":"Intermediate-Advanced user level","brand":"WoB","offers":[{"title":"GB \/ NEW \/ GARDNERS","offer_id":49741378158865,"sku":"NGR9781484274330","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ NEW \/ INGRAM","offer_id":52543536103697,"sku":"NLS9781484274330","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":52995484909841,"sku":"NIN9781484274330","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1484274334.jpg?v=1751211192"},{"product_id":"artificial-intelligence-in-medical-sciences-and-psychology-book-tshepo-chris-nokeri-9781484282168","title":"Artificial Intelligence in Medical Sciences and Psychology","description":"Beginning-Intermediate user level","brand":"WoB","offers":[{"title":"GB \/ NEW \/ GARDNERS","offer_id":49742085259537,"sku":"NGR9781484282168","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ INGRAM","offer_id":52454267486481,"sku":"NLS9781484282168","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":52748957614353,"sku":"NIN9781484282168","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1484282167.jpg?v=1750892573"},{"product_id":"implementing-machine-learning-for-finance-book-tshepo-chris-nokeri-9781484271094","title":"Implementing Machine Learning for Finance","description":"Bring together machine learning (ML) and deep learning (DL) in financial trading, with an emphasis on investment management. This book explains systematic approaches to investment portfolio management, risk analysis, and performance analysis, including predictive analytics using data science procedures. The book introduces pattern recognition and future price forecasting that exerts effects on time series analysis models, such as the Autoregressive Integrated Moving Average (ARIMA) model, Seasonal ARIMA (SARIMA) model, and Additive model, and it covers the Least Squares model and the Long Short-Term Memory (LSTM) model. It presents hidden pattern recognition and market regime prediction applying the Gaussian Hidden Markov Model. The book covers the practical application of the K-Means model in stock clustering. It establishes the practical application of the Variance-Covariance method and Simulation method (using Monte Carlo Simulation) for value at risk estimation. It also includes market direction classification using both the Logistic classifier and the Multilayer Perceptron classifier. Finally, the book presents performance and risk analysis for investment portfolios. By the end of this book, you should be able to explain how algorithmic trading works and its practical application in the real world, and know how to apply supervised and unsupervised ML and DL models to bolster investment decision making and implement and optimize investment strategies and systems.  What You Will Learn  Understand the fundamentals of the financial market and algorithmic trading, as well as supervised and unsupervised learning models that are appropriate for systematic investment portfolio management Know the concepts of feature engineering, data visualization, and hyperparameter optimization Design, build, and test supervised and unsupervised ML and DL models Discover seasonality, trends, and market regimes, simulating a change in the market and investment strategy problems and predicting market direction and prices Structure and optimize an investment portfolio with preeminent asset classes and measure the underlying risk    Who This Book Is For Beginning and intermediate data scientists, machine learning engineers, business executives, and finance professionals (such as investment analysts and traders)","brand":"WoB","offers":[{"title":"- \/ - \/ -","offer_id":51029421424913,"sku":"","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":51029423948049,"sku":"NIN9781484271094","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ NEW \/ INGRAM","offer_id":52474531250449,"sku":"NLS9781484271094","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1484271092.jpg?v=1750989842"},{"product_id":"data-science-revealed-book-tshepo-chris-nokeri-9781484268698","title":"Data Science Revealed","description":"Beginning-Intermediate user level","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52331802394897,"sku":"NLS9781484268698","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781484268698.jpg?v=1758149508"},{"product_id":"web-app-development-and-real-time-web-analytics-with-python-book-tshepo-chris-nokeri-9781484277829","title":"Web App Development and Real-Time Web Analytics with Python","description":"Learn to develop and deploy dashboards as web apps using the Python programming language, and how to integrate algorithms into web apps.    Author Tshepo Chris Nokeri begins by introducing you to the basics of constructing and styling static and interactive charts and tables before exploring the basics of HTML, CSS, and Bootstrap, including an approach to building web pages with HTML. From there, he’ll show you the key Python web frameworks and techniques for building web apps with them. You’ll then see how to style web apps and incorporate themes, including interactive charts and tables to build dashboards, followed by a walkthrough of creating URL routes and securing web apps. You’ll then progress to more advanced topics, like building machine learning algorithms and integrating them into a web app. The book concludes with a demonstration of how to deploy web apps in prevalent cloud platforms.    Web App Development  and Real-Time Web Analytics with Python isideal for intermediate data scientists, machine learning engineers, and web developers, who have little or no knowledge about building web apps that implement bootstrap technologies. After completing this book, you will have the knowledge necessary to create added value for your organization, as you will understand how to link front-end and back-end development, including machine learning.    What You Will Learn      Create      interactive graphs and render static graphs into interactive ones Understand      the essentials of HTML, CSS, and Bootstrap Gain      insight into the key Python web frameworks, and how to develop web      applications using them   Develop      machine learning algorithms and integrate them into web apps   Secure      web apps and deploy them to cloud platforms   Who This Book Is For    Intermediate data scientists, machine learning engineers, and web developers.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52473637404945,"sku":"NLS9781484277829","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":53336172757265,"sku":"NIN9781484277829","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781484277829.jpg?v=1759840265"},{"product_id":"data-science-solutions-with-python-book-tshepo-chris-nokeri-9781484277614","title":"Data Science Solutions with Python","description":"Intermediate-Advanced user level","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52542459707665,"sku":"NLS9781484277614","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":53151721783569,"sku":"NIN9781484277614","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781484277614.jpg?v=1760688989"}],"url":"https:\/\/www.worldofbooks.com\/en-au\/collections\/author-books-by-tshepo-chris-nokeri.oembed","provider":"World of Books ","version":"1.0","type":"link"}