Data Cleaning and Preprocessing
Data Cleaning and Preprocessing is a critical process in the field of data analysis, especially when dealing with large and complex datasets. This session provides participants with an in-depth understanding of the importance of data cleaning and preprocessing and the various techniques involved.Participants will learn how to identify and handle missing or duplicate data, remove outliers, and standardize data formats. They will also explore techniques for data transformation, such as normalization and encoding categorical variables. Through hands-on exercises and real-world examples, participants will gain practical skills in cleaning and preprocessing data to ensure its quality and suitability for analysis.By the end of the session, participants will have a solid foundation in data cleaning and preprocessing principles and techniques, enabling them to effectively prepare data for further analysis and interpretation.
Related Conference of Data Cleaning and Preprocessing
10th World Congress on Computer Science, Machine Learning and Big Data
10th International Conference and Expo on Computer Graphics & Animation
11th International Conference on Data Science and Machine Learning Applications
Data Cleaning and Preprocessing Conference Speakers
Recommended Sessions
- Big Data Analytics in Finance and Banking
- Big Data Security and Privacy
- Big Data Technologies and Tools session
- Case studies and best practices in Big Data Analytics
- Clustering and Association Rule Mining
- Data Cleaning and Preprocessing
- Deep Learning for Big Data Applications
- Exploratory Data Analysis (EDA)
- Foundations of Big Data Analysis
- Future Trends in Big Data Analysis and Data Mining
- Graph Mining and Network Analysis
- Machine Learning for Big Data
- Privacy-Preserving Data Mining
- Real Time Big Data Processing
- Recommender Systems and Personalization
- Social Network Analysis
- Stream Data Mining and Sensor Data Analysis
- Text Mining and Natural Language Processing
Related Journals
Are you interested in
- AI Ethics and Responsible AI - DATASCIENCE CONFERENCE 2024 (UAE)
- AI in Cyber Security - ARTIFICIAL INTELLIGENCE-2024 (UAE)
- AI in Cybersecurity - DATASCIENCE CONFERENCE 2024 (UAE)
- AI in Finance - DATASCIENCE CONFERENCE 2024 (UAE)
- AI in Healthcare - DATASCIENCE CONFERENCE 2024 (UAE)
- AI-Powered Personalization - DATASCIENCE CONFERENCE 2024 (UAE)
- Artificial Intelligence - ARTIFICIAL INTELLIGENCE-2024 (UAE)
- Artificial Neural Network - ARTIFICIAL INTELLIGENCE-2024 (UAE)
- Artificial Neural Network - DATASCIENCE CONFERENCE 2024 (UAE)
- AutoML and Low-Code Machine Learning - DATASCIENCE CONFERENCE 2024 (UAE)
- Benefits of AI and ML - ARTIFICIAL INTELLIGENCE-2024 (UAE)
- Big Data - ARTIFICIAL INTELLIGENCE-2024 (UAE)
- Causal Inference - DATASCIENCE CONFERENCE 2024 (UAE)
- Cloud Computing - ARTIFICIAL INTELLIGENCE-2024 (UAE)
- Computer Vision - ARTIFICIAL INTELLIGENCE-2024 (UAE)
- Data Democratization - DATASCIENCE CONFERENCE 2024 (UAE)
- Data Privacy and Security - DATASCIENCE CONFERENCE 2024 (UAE)
- Data Science - ARTIFICIAL INTELLIGENCE-2024 (UAE)
- Data Science - DATASCIENCE CONFERENCE 2024 (UAE)
- Data-Centric AI - DATASCIENCE CONFERENCE 2024 (UAE)
- Deep Learning - DATASCIENCE CONFERENCE 2024 (UAE)
- Deep Learning - ARTIFICIAL INTELLIGENCE-2024 (UAE)
- Edge AI and IoT Analytics - DATASCIENCE CONFERENCE 2024 (UAE)
- Federated Learning - DATASCIENCE CONFERENCE 2024 (UAE)
- Future Scope of AI - ARTIFICIAL INTELLIGENCE-2024 (UAE)
- Generative AI - DATASCIENCE CONFERENCE 2024 (UAE)
- Generative AI - ARTIFICIAL INTELLIGENCE-2024 (UAE)
- Graph Neural Networks - DATASCIENCE CONFERENCE 2024 (UAE)
- Human Robot Interaction - ARTIFICIAL INTELLIGENCE-2024 (UAE)
- Induction Session - ARTIFICIAL INTELLIGENCE-2024 (UAE)
- Internet of Things - ARTIFICIAL INTELLIGENCE-2024 (UAE)
- Large-Scale Data Engineering - DATASCIENCE CONFERENCE 2024 (UAE)
- Machine Learning - ARTIFICIAL INTELLIGENCE-2024 (UAE)
- Multi-Modal Learning - DATASCIENCE CONFERENCE 2024 (UAE)
- Natural Language Process - ARTIFICIAL INTELLIGENCE-2024 (UAE)
- Neural Networks - ARTIFICIAL INTELLIGENCE-2024 (UAE)
- Predictive Analytics - ARTIFICIAL INTELLIGENCE-2024 (UAE)
- Quantum Machine Learning - DATASCIENCE CONFERENCE 2024 (UAE)
- Real-Time Data Streaming - DATASCIENCE CONFERENCE 2024 (UAE)
- Reinforcement Learning - ARTIFICIAL INTELLIGENCE-2024 (UAE)
- Reinforcement Learning - DATASCIENCE CONFERENCE 2024 (UAE)
- Robots - ARTIFICIAL INTELLIGENCE-2024 (UAE)
- Synthetic Data - DATASCIENCE CONFERENCE 2024 (UAE)