The course uses online data from yahoo finance and additional data for offline practice. Codes and dataset (URLs) for the online open source is shared in this repo. Topicsmonte-carlo-simulation sharpe-ratio capm
Design a dashboard using a basic set of visualizations and deploy it on Power BI Cloud Service. Get a complete overview of Transport Corp Data using KPIs, filters, and trend analysis across the end-to-end Power BI pipeline. Human Resource Analytics Dashboard Learn to design a Power BI dash...
7 Data Modelling and Design 8 Data Quality 9 Data Security 10 Data Storage and Operations 11 Data Warehousing and Business Intelligence 12 Metadata Management To pass of this practice test course, you must score at least 70% on the practice test. ...
You will also learn linear regression, logistic regression, clustering, K-NN and dimensionality reduction. Deploy Python libraries like NumPy for computing and Scikit-learn for statistical modelling. Also, learn about the importance of Generative AI, computer vision and automation in Data Science ...
Even though there are many reports on prediction, there is no prediction based on the features in machine learning (ML) using random forest (RF). The contribution of this paper is a prediction model of students’ dropout in a MOOC for an entry-level science, technology, engineering, and ...
ML on Cloud - AWS, Azure, GCP - AutoML Build ML algorithms without writing a single line of code Data Ingestion using Python (Included in Python Programming) Must know skill to begin data science journey Facebook Prophet & ARIMA Variants ...
Trends in Financial Analytics Course Top financial institutions look for new-age skills in their analysts like Data Analytics, Marketing Analytics, Predictive Modelling, and Business Intelligence. The use of predictive modeling for stock market movement, detecting financial statement fraud, personal loan ...
One possible reason for this scarcity of work is the reliance on hand-labeled data sets, which are costly and time-consuming to obtain. We directly address this gap in our work by using students’ self-reported reactions in the form of emoji as proxies for their emotional state. Emoji in ...
PureSVD: Matrix factorization applied using the simple SVD decomposition of the URM WRMF or IALS: Matrix factorization developed for implicit interactions (Papers:WRMF,IALS) P3alpha, RP3beta: graph based algorithms modelling a random walk and representing the item-item similarity as a transition pr...
Trending Resources Python Tutorial|JavaScript Tutorial|Java Tutorial|Angular Tutorial|Node.js Tutorial|Docker Tutorial|Git Tutorial|Kubernetes Tutorial|Power BI Tutorial|CSS Tutorial