All these acronyms are often loosely used in the field of technology. It is important to understand that all these acronyms are part of Artificial Intelligence (AI) umbrella.
2. 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
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Difference Between AI(Artificial
Intelligence), ML(Machine Learning),
DL (Deep Learning) and DS (Data
Science)
- Ms. Shilpa Jadhao
3. AI Vs ML Vs 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 is an 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 learning is 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
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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 science is 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
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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
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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
9. Career Opportunities
Machine Learning Engineer
Research Scientist
Data Scientist
Business Intelligence Developer
NLP Data Scientist
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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 further information 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
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