Subscribe

Tag: Data Science

HomeTagsData Science

Become a member

Get related updates from Syskool.

﹢ Subscribe

Case Studies and Real-World Projects in Data Science

Kumar Prafull -
From Learning to Doing At this stage, you’ve covered the essential theory, tools, and workflows needed to become a data scientist. The next step is...

Introduction to Model Deployment and MLOps

Kumar Prafull -
Beyond Model Building Building a high-performing machine learning model is only part of the journey. In the real world, models need to be deployed, monitored,...

Introduction to Big Data and Distributed Computing

Kumar Prafull -
Why Big Data? As organizations generate massive volumes of data—from user interactions, IoT sensors, financial transactions, and more—traditional tools like pandas or Excel become insufficient...

Natural Language Processing (NLP) and Text Data

Kumar Prafull -
What is NLP? Natural Language Processing (NLP) is a field at the intersection of computer science, artificial intelligence, and linguistics. It focuses on enabling machines...

Recurrent Neural Networks (RNNs) and Time Series Data

Kumar Prafull -
Introduction to Sequence Modeling Traditional neural networks assume that all inputs and outputs are independent of each other. While this works well for tasks like...

Convolutional Neural Networks (CNNs) for Image Recognition

Kumar Prafull -
Why CNNs? When dealing with image data, traditional neural networks often fall short. Each image pixel becomes a separate input, leading to an explosion in...

Introduction to Neural Networks and Deep Learning

Kumar Prafull -
What is a Neural Network? A neural network is a computational model inspired by the way biological neural networks in the human brain work. It...

Model Evaluation Techniques and Metrics

Kumar Prafull -
Why Evaluate a Model? Once you’ve trained a machine learning model, it’s crucial to assess how well it performs. This step helps you understand if...

Hyperparameter Tuning and Model Optimization

Kumar Prafull -
What Are Hyperparameters? In machine learning, hyperparameters are the external configurations that control the learning process. These parameters are set before training and can significantly...

Introduction to Machine Learning with Scikit-Learn

Kumar Prafull -
What is Machine Learning? Machine learning (ML) is a subset of artificial intelligence (AI) where algorithms learn patterns from data and use them to make...

Data Cleaning and Preprocessing Techniques

Kumar Prafull -
Why Clean Data? Real-world data is rarely in the right shape for analysis. It often contains errors, missing values, and inconsistencies. Data cleaning is a...

Data Visualization with Matplotlib and Seaborn

Kumar Prafull -
Why Visualize Data? No matter how good your analysis is, if others can't understand it, it loses impact. Visualization bridges that gap. Charts help you...
12Page 1 of 2

Categories

BooksCultureCurrent AffairsData ScienceDefenceEconomyEnvironmentFull StackGeneral KnowledgeGeography

Subscribe for exclusive content

We have a curated list of the most noteworthy news from all across the globe. With any subscription plan, you get access to exclusive articles that let you stay ahead of the curve.

Subscribe

Copyright Syskool.