TGTisha Gargintgarg.hashnode.dev·Jun 17, 2025 · 4 min readFeature Scaling: Processing the RangeOften, we become fixated on selecting the ideal model, optimizing hyperparameters, or searching endlessly for the perfect dataset — betting on the hope that someone has already created it. But what we often overlook is how the scale of features can q...00
TGTisha Gargintgarg.hashnode.dev·Jun 1, 2025 · 3 min readNLP: Insight into LanguageNatural Language Processing (NLP) has seamlessly integrated itself into each technology interaction we have, right from conversing with chatbots, looking up information, translating different languages, to even visualizing concepts. In this blog, I w...00
TGTisha Gargintgarg.hashnode.dev·Jul 7, 2024 · 4 min readComputer Vision: From Pixels to PerceptionComputer vision is a fascinating field that enables machines to observe and interpret their environment. Computer vision applications are becoming more widespread in our daily lives, ranging from self-driving automobiles to facial recognition systems...00
TGTisha Gargintgarg.hashnode.dev·Jun 10, 2023 · 3 min readRegression: The Lines of PredictionIntroduction Welcome to the Data Realm ;) In the vast field of machine learning, regression models are widely employed for predicting continuous numerical values. These models play a crucial role in various domains, such as finance, healthcare, and m...00
TGTisha Gargintgarg.hashnode.dev·May 28, 2023 · 3 min readData Preprocessing: From Raw to RefinedIntroduction Welcome to the Data Realm ;) Let's say you are wandering in a world full of anticipated potential talent, but the world praises those who have refined skills. In the ever-evolving verse of data science, we can say that raw data is as goo...00