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MACHINE LEARNING-3.pptx
- 1. RVS TECHINCAL CAMPUS TOPIC:MACHINE LEARNING 19-09-2022 https://refreshscience.com COIMBATORE M. Jayasree(712920104008) C. Padmavathi(712920104017) J. Nileshnath(712920104015) P. Sanjay(712920104024)
- 2. 19-09-2022 Introduction to Machine Learning •Normal Computer vs Machine Learning •Types of Machine Learning •Machine Learning uses •Diff. B/n M.L vs A.I •Machine Learning •Advantage and Disadvantage
- 3. What is Machine Learning • Machine learning is an application of artificial intelligence that involves algorithms and data that automatically analyse and make decision by itself without human intervention. • Therefore we can say in machine language artificial intelligence is generated on the basic of experience 19-09-2022 https://refreshscience.com
- 4. Normal Computer vs ML • The difference between normal computer software and machine learning is that a human developer hasn’t given codes that instructs the system how to react to situation, instead it is being trained by a large number of data. 19-09-2022 https://refreshscience.com
- 5. 19-09-2022 https://refreshscience.com Some of the machine learning algorithms are: • Neural Networks • Random Forests • Decision trees • Genetic algorithm • Radial basis function • Sigmoid
- 6. Types of Machine Learning There are three types of machine learning – Supervised learning – Unsupervised learning – Reinforcement learning 19-09-2022 https://refreshscience.com
- 7. Machine Learning Uses: • Traffic prediction • Virtual Personal Assistant • Speech recognition • Email spam and malware filtering • Bioinformatics • Natural language processing 19-09-2022 https://refreshscience.com
- 8. REAL TIME EXAMPLES FOR ML • TRAFFIC PREDICTION • VIRTUAL PERSONAL ASSISTANT • ONLINE TRANSPORTATION • SOCIAL MEDIA SERVICES • EMAIL SPAM FILTERING • PRODUCT RECOMMENDATION • ONLINE FRAUD DETECTION 19-09-2022 https://refreshscience.com
- 9. Best Programming Languages for ML Some of the best and most commonly used machine learning programs are • Python, • java, • C, • C++, • Shell, • R, • JavaScript, • Scala, • Julia 19-09-2022 https://refreshscience.com
- 11. Difference Between Machine Learning And Artificial Intelligence •Artifical intelligence is a concept of creating intelligent machines that stimulates human behaviour whereas Machine learning is a subset of Artificial intelligence that allows machine to learn from data without being programmed. 19-09-2022 https://refreshscience.com
- 12. Advantages of Machine Learning • Fast, Accurate, Efficient. • Automation of most applications. • Wide range of real life applications. • Enhanced cyber security and spam detection. •No human intervention is needed. • Handling multi dimensional data. 19-09-2022 https://refreshscience.com
- 13. Disadvantages of Machine Learning • It is very difficult to identify and rectify the errors. • Data Acquisition. • Interpretation of results Requires more time and space. 19-09-2022 https://refreshscience.com
- 14. Thank you 😊 19-09-2022 https://refreshscience.com