PinnedRian DolphininTowards Data ScienceLSTM Networks | A Detailed ExplanationA Comprehensive Introduction to LSTMs·8 min read·Oct 21, 2020--10--10
Rian DolphininTowards Data ScienceRegularization: Avoiding Overfitting in Machine LearningHow Regularization Works and when to use it·7 min read·Jan 16, 2023----
Rian DolphininTowards Data ScienceOverfitting in ML: Avoiding the PitfallsExploring the Causes and Solutions for Overfitting in Machine Learning Models·6 min read·Dec 12, 2022----
Rian DolphininTowards Data ScienceThe Power of Embeddings in Machine LearningHow to unlock the full potential of your data·7 min read·Dec 6, 2022--1--1
Rian DolphininTowards Data ScienceBuilding a Dashboard in Under 5 Minutes with StreamlitA step-by-step guide to building a data science application in Python·5 min read·May 31, 2022--1--1
Rian DolphininLevel Up CodingTime Complexity | A Very Brief IntroductionTime complexity is an important concept in computer science that refers to the amount of time it takes for an algorithm to run…·5 min read·Apr 14, 2022----
Rian DolphininTowards Data ScienceHadoop vs Spark: Overview and ComparisonA summary and comparison of Spark and Hadoop·7 min read·Mar 1, 2022--2--2
Rian DolphininTowards Data ScienceComparing Relational and Non-Relational Database Management Systems | SQL vs NoSQLRelational Databases (SQL) vs Non-Relational (NoSQL)·5 min read·Feb 23, 2022----
Rian DolphininDataDrivenInvestorThe Worrying Problem with Correlation in FinanceHow Correlation is Misunderstood by Academics and Industry Practitioners·5 min read·Feb 18, 2022--1--1
Rian DolphininTowards Data ScienceNewton-Raphson — Explained and VisualisedUnderstanding the Newton Raphson Algorithm·5 min read·Feb 10, 2022----