Machine Learning
Machine Learning is a subset of Artificial Intelligence (AI) that provides computers with the ability to learn without being explicitly programmed and to take intelligent decisions. It also enables machines to grow and improve with experiences.
It has various applications in science, engineering, finance, healthcare and medicine. Some applications of Machine Learning are given below.
Applications of Machine Learning:
o Predictive maintenance or condition monitoring
o Warranty reserve estimation
o Propensity to buy
o Demand forecasting
o Process optimization
o Telematics
· Retail
o Predictive inventory planning
o Recommendation engines
o Upsell and cross-channel marketing
o Market segmentation and targeting
o Customer ROI and lifetime value
· Healthcare and Life Sciences
o Alerts and diagnostics from real-time patient data
o Disease identification and risk stratification
o Patient triangle optimization
o Proactive health management
o Healthcare provider sentiment analysis
· Travel and Hospitality
o Aircraft scheduling
o Dynamic pricing
o Social media-consumer feedback and interaction analysis
o Customer complaint resolution
o Traffic patterns and congestion management
· Financial Services
o Risk analytics and regulation
o Customer Segmentation
o Cross selling and up selling
o Sales and marketing campaign management
o Credit worthiness evaluation
· Energy, Feedstock and Utilities
o Power Usage analytics
o Seismic data processing
o Carbon emission and trading
o Customer-specific pricing
o Smart grid management
o Energy demand and supply optimization
Advantages of Machine Learning-
· Useful where large scale data is available
· Large scale deployments of Machine Learning beneficial in terms of improved speed and accuracy
· Understands non-linearity in the data and generates a function mapping input to output (Supervised Learning)
· Recommended for solving classification and regression problems
· Ensures better profiling of customers to understand their needs
· Helps serve customers better and reduce attrition
And many more………
- Machine learning in manufacturing
- Machine learning in retail
- Machine learning in healthcare and life sciences
- Machine learning in travel and hospitality
- Machine learning in financial services
- Machine learning in energy, feedstock and utilities
Related Conference of Machine Learning
September 18-19, 2019
8th International Conference on Biostatistics & Bioinformatics
San Francisco, USA
September 18-19, 2019
8th International Conference on Big Data Analytics & Data Mining
September 25-26, 2019
6th International Conference and Expo on Computer Graphics & Animation
| Toronto | Ontario | Canada
October 7-8, 2019
European Summit on Robots, Artificial Intelligence and Autonomous Vehicles
Paris, France
October 24-25, 2019
7th Global Summit on Artificial Intelligence and Neural Networks
Helsinki, Finland
October 25-26, 2019
12th International Conference & Exhibition on Biosensors & Bioelectronics
| Vancouver | British Columbia | Canada
November 11-12, 2019
4th International Conference on Robotics and Artificial Intelligence
Tokyo, Japan
November 11-12, 2019
3rd International Conference on Advanced Robotics, Mechatronics and Artificial Intelligence
Tokyo, Japan
6th International Conference on Steel Structures and Engineering
November 14-15, 2019, Tokyo, Japan
February 10-11, 2020
7th Global Meet on Wireless, Aerospace & Satellite Communications
| Paris , France
February 24-25,2020
International Congress on Deterrence, Assurance,Command and Control Communications (DAC3)
Oberammergau, Germany
March 16-17, 2020
5th International Conference on 3D Printing Technology and Innovations
Berlin, Germany
May 18-19, 2020
8th International Conference and Exhibition on Automobile & Mechanical Engineering
Berlin, Germany
May 21-22, 2020
International conference on Automation and Artificial Intelligence (ICAAI_2020)
London, UK
May 21-22, 2020
International Conference on 3D Printing, Advanced Robotics and Automation (3DPARA)
London, UK
May 21-22, 2020
7th International Conference on Wireless and Satellite Communication (ICWSC 2020)
London, UK
July 15-16, 2020
5th International Conference and Exhibition on Satellite & Space Missions
London, UK
Machine Learning Conference Speakers
Recommended Sessions
- AI & Machine Learning in HealthCare & Medical Science
- Artificial Intelligence
- Artificial Neural Networks (ANN)
- Big Data Analytics
- Big Data, Data Science and Data Mining
- Cloud Computing
- Computer Vision and Image Processing
- Deep Learning
- Deep Learning Frameworks
- Facial Expression and Emotion Detection
- Internet of Things (IoT)
- Machine Learning
- Natural Language Processing (NLP) and Speech Recognition
- Pattern Recognition
- Predictive Analytics
- Robotic Process Automation (RPA)
- Virtual Reality And Augmented Reality
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- Satellite Navigation and Communication - Satellite-2019 (UK)
- Satellite Navigation and Communication - Satellite 2020 (UK)
- Satellite Networks - Satellite 2020 (UK)
- Satellite Radiance - Satellite 2020 (UK)
- Satellite Radiance - Satellite-2019 (UK)
- Satellite Remote Sensing and GIS - Satellite-2019 (UK)
- Satellite Subsystems - Satellite-2019 (UK)
- Security and Sensing - Biosensors Congress 2020 (Switzerland)
- Security as a service - Cyber Security 2020 (UK)
- Security as a service - Cloud Computing 2020 (UK)
- Security Mashup - Cyber Security 2020 (UK)
- Security Strategy & Architecture - Cyber Security 2020 (UK)
- Serverless Computing - Cloud Computing 2020 (UK)
- Service Robot Applications - Robotics 2019 (Japan)
- Simulation - Computer Graphics & Animation 2019 (Canada)
- Simulation - GAMC 2019 (Philippines)
- Simulation and Simulators - Automobile Europe 2020 (Germany)
- Small Satellite Operation - Satellite-2019 (UK)
- Social Media analytics - Data Analystics 2019 (Belgium)
- Space Climate - Euro Satcomm 2020 (France)
- Space Environment and its interaction with Spacecraft - Satellite-2019 (UK)
- Space Explorations - Satellite 2020 (UK)
- Space explorations - Satellite-2019 (UK)
- Space Missions - Satellite-2019 (UK)
- Space Missions - Satellite 2020 (UK)
- Space Robotics - Satellite 2020 (UK)
- Space Weather - Satellite 2020 (UK)
- Sponsor Special Topics - Cyber Security 2020 (UK)
- Statistical Methods - Biostatistics 2019 (USA)
- Statistical Methods - Data Analystics 2019 (Belgium)
- Steel Concrete Composite Structures - Steel Structures Convention-2019 (Japan)
- Steel Construction - Steel Structures Convention-2019 (Japan)
- Storage virtualization - Cloud Computing 2020 (UK)
- Strength of Materials - Steel Structures Convention-2019 (Japan)
- Structural Bioinformatics - Biostatistics 2019 (USA)
- Structural engineering - Design Engineering 2019 (Italy)
- Structural Health Monitoring - Steel Structures Convention-2019 (Japan)
- Structural Stability - Steel Structures Convention-2019 (Japan)
- Super Capacitors - Battery Tech 2019 (UK)
- Systems Biology in Bioinformatics - Biostatistics 2019 (USA)
- Technology for Wireless - Wireless 2019 (Italy)
- Technology Infrastructure & Operations - Cyber Security 2020 (UK)
- Technology Trends - Euro Robotics 2019 (France)
- Telecommunication - Wireless 2019 (Italy)
- Telerobotics - Advanced Manufacturing 2020 (UK)
- Textile Engineering - Design Engineering 2019 (Italy)
- The Coming Future of AI - Artificial Intelligence 2019 (Japan)
- Thermo-Fluid Dynamics - Fluid & Aerodynamics 2019 (Spain)
- Tire Science and Technology - Automobile Europe 2020 (Germany)
- Tissue and Organ printing - 3D Printing 2020 (UK)
- Transducers in Biosensors - Biosensors & Bioelectronics 2019 (Canada)
- Transducers in Biosensors - Euro Biosensors 2019 (Italy)
- Turbine - Fluid & Aerodynamics 2019 (Spain)
- Turbomachinery - Fluid & Aerodynamics 2019 (Spain)
- Types of Biosensors - Euro Biosensors 2019 (Italy)
- Types of Robots and its applications - Euro Robotics 2019 (France)
- Vehicular Automation and Automatic Driving - Automobile Europe 2020 (Germany)
- Virtual Reality - GAMC 2019 (Philippines)
- Virtual Reality And Augmented Reality - Machine Learning 2019 (Finland)
- Virtual, Augmented and Mixed Reality - Computer Graphics & Animation 2019 (Canada)
- Virtualization in Cloud Computing - Cloud Computing 2020 (UK)
- Virtualization of the infrastructure - Cloud Computing 2020 (UK)
- Visualization & 3D Printing - Computer Graphics & Animation 2019 (Canada)
- Weapon Designing - Design Engineering 2019 (Italy)
- Wearable Biosensors Technologies - Biosensors & Bioelectronics 2019 (Canada)
- Weather Satellites - Satellite 2020 (UK)
- Wind Engineering - Steel Structures Convention-2019 (Japan)
- Wireless Communication - Wireless Conference 2020 (UK)
- Wireless Communication - Wireless 2019 (Italy)
- Wireless Communications - Satellite-2019 (UK)