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Difference Between AI(Artificial Intelligence), ML(Machine Learning), DL (Deep Learning) and DS (Data Science)
The document provides an overview of the differences between artificial intelligence (AI), machine learning (ML), deep learning (DL), and data science (DS), detailing their definitions and applications. It highlights specific examples of each technology, such as self-driving cars for AI and image recognition for ML. Additionally, it mentions career opportunities in related fields such as machine learning engineering and data science.
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Difference Between AI(Artificial Intelligence), ML(Machine Learning), DL (Deep Learning) and DS (Data Science)
- 1. 1 HOPE FOUNDATION’S INTERNATIONAL INSTITUTEOF IFORMATION TECHNOLOGY, (I²IT) www.isquareit.edu.in +91 20 22933441 / 2
- 2. Hope Foundation’s InternationalInstitute of Information Technology, I²IT, P-14 Rajiv Gandhi Infotech Park, Hinjawadi, Pune - 411 057 Tel - +91 20 22933441 / 2 / 3 | Website - www.isquareit.edu.in ; Email - info@isquareit.edu.in 2 Difference Between AI(Artificial Intelligence), ML(Machine Learning), DL (Deep Learning) and DS (Data Science) - Ms. Shilpa Jadhao
- 3. AI Vs MLVs DL Vs DS Hope Foundation’s International Institute of Information Technology, I²IT, P-14 Rajiv Gandhi Infotech Park, Hinjawadi, Pune - 411 057 Tel - +91 20 22933441 / 2 / 3 | Website - www.isquareit.edu.in ; Email - info@isquareit.edu.in
- 4. Artificial Intelligence Artificial intelligence(AI) refers to the simulation of human intelligence in machines that are programmed to think like humans and mimic their actions. The term may also be applied to any machine that exhibits traits associated with a human mind such as learning and problem-solving. Artificial Intelligence Examples: Manufacturing robots. Self-driving cars. Smart assistants. Proactive healthcare management. Disease mapping. Automated financial investing. Virtual travel booking agent. Social media monitoring. Hope Foundation’s International Institute of Information Technology, I²IT, P-14 Rajiv Gandhi Infotech Park, Hinjawadi, Pune - 411 057 Tel - +91 20 22933441 / 2 / 3 | Website - www.isquareit.edu.in ; Email - info@isquareit.edu.in
- 5. Machine learning isan application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. Machine learning focuses on the development of computer programs that can access data and use it to learn for themselves. Machine Learning Examples: Image recognition Speech recognition Medical diagnosis Statistical arbitrage Predictive analytics Extraction Hope Foundation’s International Institute of Information Technology, I²IT, P-14 Rajiv Gandhi Infotech Park, Hinjawadi, Pune - 411 057 Tel - +91 20 22933441 / 2 / 3 | Website - www.isquareit.edu.in ; Email - info@isquareit.edu.in Machine Learning
- 6. Deep Learning Deep learningis a type of machine learning and artificial intelligence (AI) that imitates the way humans gain certain types of knowledge. Deep learning is an important element of data science, which includes statistics and predictive modeling. Deep Learning Examples: Virtual assistants Vision for driverless cars Money laundering Face recognition 6 Hope Foundation’s International Institute of Information Technology, I²IT, P-14 Rajiv Gandhi Infotech Park, Hinjawadi, Pune - 411 057 Tel - +91 20 22933441 / 2 / 3 | Website - www.isquareit.edu.in ; Email - info@isquareit.edu.in
- 7. Data Science Data scienceis a broad field that spans the collection, management, analysis and interpretation of large amounts of data with a wide range of applications. It integrates all the terms above and more to summarize or extract insights from data (exploratory data analysis) and make predictions from large datasets (predictive analytics). Data Science examples: Identification and prediction of disease Optimizing shipping and logistics routes in real-time Detection of frauds Healthcare recommendations Automating digital ads 7 Hope Foundation’s International Institute of Information Technology, I²IT, P-14 Rajiv Gandhi Infotech Park, Hinjawadi, Pune - 411 057 Tel - +91 20 22933441 / 2 / 3 | Website - www.isquareit.edu.in ; Email - info@isquareit.edu.in
- 8. Summary 8 Hope Foundation’s InternationalInstitute of Information Technology, I²IT, P-14 Rajiv Gandhi Infotech Park, Hinjawadi, Pune - 411 057 Tel - +91 20 22933441 / 2 / 3 | Website - www.isquareit.edu.in ; Email - info@isquareit.edu.in
- 9. Career Opportunities Machine LearningEngineer Research Scientist Data Scientist Business Intelligence Developer NLP Data Scientist 9 Hope Foundation’s International Institute of Information Technology, I²IT, P-14 Rajiv Gandhi Infotech Park, Hinjawadi, Pune - 411 057 Tel - +91 20 22933441 / 2 / 3 | Website - www.isquareit.edu.in ; Email - info@isquareit.edu.in
- 10. THANK YOU For furtherinformation please contact Prof. Shilpa Jadhao Department of Computer Engineering Hope Foundation’s International Institute of Information Technology, I²IT Hinjawadi, Pune – 411 057 Phone - +91 20 22933441 www.isquareit.edu.in | shilpaj@isquareit.edu.in 10