Machine learning seminar presentation

A presentation on Machnie learning topic, which provides a detailed resaerch of the topic till now.

1. Presented By- Saumya Srivastava Sudipta Gorai Priyanka Rai ( Sweety Seth SEMINAR PRESENTATION ON MACHINE LEARNING DEPARTMENT OF COMPUTER SCIENCE AND TECHNOLOGY

2. WHAT IS MACHINE LEARNING ? An exciting and potentially far-reaching development in computer science is the invention and application of methods of machine learning (ML). These enable a computer program to automatically analyze a large body of data and decide what information is most relevant. This crystallized information can then be used to automatically make predictions or to help people make decisions faster and more accurately. Machine Learning: Field of study that gives computers the ability to learn without being explicitly programmed . In 1959, Quoted By- Arthur Samuel

3. Why Machine Learning Now a Tech Buzz? Big Data Faster Processors

4. lustering Types of Machine Learning Unsupervised Learning Reinforcement Learning Supervised Learning Regression Classification Clustering Collaborative Filtering Spam/No Spam House Rate Prediction Social Network Analysis Amazon/Netflix Recommendations

5. NEURAL NETWORK "...a computing system made up of a number of simple, highly interconnected processing elements, which process information by their dynamic state response to external inputs.” -- Dr. Robert Hecht-Nielsen

6. Face Recognition  automatically determines if two faces are likely to correspond to the same person. Speech Recognition is invading our lives. It’s built into our phones, our game consoles and our smart watches. It’s even automating our homes. With fully Self-Driving Technology , you’ll be able to get where you want to go at the push of a button—without the need for a person at the wheel. APPLICATIONS

7. Machines have Over smarted Human Brains The win is more than a novelty. ‘Go is implicit. It’s all pattern matching. But that’s what deep learning does very well.’ Defeating the go champion lee Sedol by 4-1 DEEP LEARNING It is the class of machine learning algorithm. It is based on artificial neural network. It has been used by Google's deep mind to play the ancient Chinese game, 'Go’.

8. REINFORCEMENT LEARNING Reinforcement learning is an area of machine learning inspired by behaviorist psychology, concerned with how software agents ought to take actions in an environment so as to maximize some notion of cumulative reward.

9. CONCLUSION As we move forward into the digital age, our technology continues to make leaps and strides forward. This incredible form of artificial intelligence is already being used in various industries and professions. From marketing, to medicine, and web security. This technology can improve our lives in several numerous ways. REFERENCES https://en.wikipedia.org/wiki/Machine_learning https://www.shutterstock.com/search/machine+learning

10. THANK YOU ------------------------------------------------------------------------ ----------------------------------------------------------------------- ANY QUERIES?