Tooba JamalI Asked 100 People How They Beat Imposter SyndromeI learned about Imposter Syndrome when I was suffering from it. I also found quite a lot of people talking about it on LinkedIn, which…8 min read·Mar 5, 2024----
Tooba JamalHow To Crack Every Behavioural Interview in 3 StepsA well-lit room with three experienced professionals staring at me with wide-opened eyes.8 min read·Jan 23, 2024----
Tooba JamalDecoding And Understanding The Classification MetricsFor “best evaluation” techniques yield the “best models”4 min read·Feb 8, 2022----
Tooba JamalinTowards Data ScienceCombating the curse of dimensionalityMethods to reduce dimensions of your dataset to reduce overfitting and speed up the process5 min read·Jan 3, 2022----
Tooba JamalinTowards Data ScienceHyperparameter tuning in PythonTips and tricks to tune hyperparameters in machine learning that help improve model accuracy6 min read·Dec 21, 2021--4--4
Tooba JamalThe science behind Ensemble LearningA straightforward guide to ensemble learning and how to use ensemble learning methods to improve model predictions3 min read·Dec 10, 2021--2--2
Tooba JamalIntrusion detection in KDD99 dataset using machine learningHow machine learning can be used for intrusion detection in networks3 min read·Nov 27, 2021----
Tooba JamalApriori algorithm explained with examplesHave you ever wondered how Amazon suggests items you might like? How does it associate those things with items in your cart or your…4 min read·Sep 27, 2021----
Tooba JamalEducative review — Grokking Data ScienceAre you a beginner lost in the sea of tons of beginner-friendly data science courses available on the internet?3 min read·Sep 22, 2021----
Tooba JamalAirbnb booking destination prediction with Machine LearningExploratory data analysis, feature transformation, feature engineering and destination country prediction of airbnb customers using ML.4 min read·Sep 21, 2021----