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. - devenpaul/Python-for-Financial-Modelling
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 ...
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 ...
network system with the help of Hyperledger Composer Plan, design, test, decode, and install Smart contracts Understand how Composer modelling language works Develop Hyperledger Blockchain applications through Composer Framework Master Ethereum & Solidity Develop frontend application for clients using ...
Hands-on Exercise – Connect to a database Import data from an Excel file Connect to SQL server Analysis service Connect to power query Connect to SQL Azure Connect to Hadoop Download Brochure Module 3 - Data Transformation – Shaping and Combining Data Module 4 - Data Modelling and DAX ...
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...
Topic Modelling N-Grams TF – IDF Frequency / Density Features Word Embedding’s Tasks of NLP Text Classification Text Matching Levenshtein Distance Phonetic Matching Flexible String Matching Hands-on-Exercise: provided, you will even be able to create new customized ...
We highlight that these represent the gold-standard for cubic equation of state modelling in industry. However, to emphasise the importance of validating these models against experimental data, we challenge students to try to develop their own cubic equation of state, using all the tools they ...
The influence of the analyzed carbonyl compounds on the (eco)toxicity was additionally examined using the ProtoPRED online server (https://protoqsar.com/en/, accessed on 10 September 2024). 1.2. ProtoPRED QSAR Model Computational modeling has become a powerful tool to complement experimental ...
1. advanced programming using r & python r programming: introduction & installation of r, r basics, finding help, code editors for r, command packages, exploratory data analysis, data objects, data types & data structure. viewing named objects, structure of data items, control structures, ...