Data Science vs Machine Learning – What’s The Difference? | Data Science Course | Edureka

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**Python Data Science Training: https://www.edureka.co/python ** In this video on Data Science vs Machine Learning, we’ll be discussing the importance of Data Science and Machine Learning and we’ll compare them based on a few key parameters. The following topics are covered in this session: What Is Data Science? What Is Machine Learning? Fields Of Data Science Use Case Python Training Playlist: https://goo.gl/Na1p9G Python Blog Series: https://bit.ly/2RVzcVE Instagram: https://www.instagram.com/edureka_lea... Facebook: https://www.facebook.com/edurekaIN/ Twitter: https://twitter.com/edurekain

Technologie

PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python

PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python
Agenda
01
What Is Data
Science?
02
What Is Machine
Learning?
Use Case
0403
Fields Of Data
Science

PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python
What Is Data Science?

PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python
What Is Data Science?
Data Science is the process of extracting useful insights from data by using a variety of tools,
algorithms and Machine Learning fundamentals.
Programming + Statistics + Business
Data Science Domains

PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python
What Is Machine Learning?

PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python
What Is Machine Learning?
Machine learning is a subset of Data Science which provides machines the ability to learn automatically & improve
from experience without being explicitly programmed.

PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python
Fields Of Data Science

PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python
Fields Of Data Science
Data Science
Artificial
Intelligence
Machine
Learning
Deep
Learning
•Data science is the extraction of knowledge from data
by using different techniques and algorithms
•Artificial Intelligence is a technique which enables
machines to mimic human behaviour
•Machine Learning is a subset of AI technique which
uses statistical methods to enable machines to improve
with experience
•Deep learning is a subset of ML which make the
computation of multi-layer neural network feasible

PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python
Use Case

PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python
Recommendation System

PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python
Data Science
01
02
03
04
05
06
Business Requirements
Data Acquisition
Data Processing
Data Exploration
Modelling
Optimization
• User ratings
• Comments
• Cart history
• Missing values
• Fake reviews
• Unnecessary data
• Understand patterns
• Retrieve useful
insights
• Find optimal features
• Build and evaluate
Machine Learning model
Monitor the performance
of the model

PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python
Machine Learning
Modelling
Import Data
Data Cleaning Train Model Improve Efficiency
Test ModelBuild Model

Data Science vs Machine Learning – What’s The Difference? | Data Science Course | Edureka

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YouTube Link: https://youtu.be/Zsl7ttA9Kcg PGP in AI and Machine Learning (9 Months Online Program): https://www.edureka.co/post-graduate/machine-learning-and-ai This Edureka PPT on "Cognitive AI" explains cognitive computing and how it helps in making better human decisions at work. Also, it explains the differences between cognitive computing and artificial intelligence. Follow us to never miss an update in the future. YouTube: https://www.youtube.com/user/edurekaIN Instagram: https://www.instagram.com/edureka_learning/ Facebook: https://www.facebook.com/edurekaIN/ Twitter: https://twitter.com/edurekain LinkedIn: https://www.linkedin.com/company/edureka Castbox: https://castbox.fm/networks/505?country=in

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Edureka!

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Edureka!

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YouTube Link: https://youtu.be/UWg3ORRRF60 Kubernetes Certification: https://www.edureka.co/kubernetes-certification This Edureka PPT will help you set up a Kubernetes cluster having 1 master and 1 node. The detailed step by step instructions is demonstrated in this PPT. Follow us to never miss an update in the future. YouTube: https://www.youtube.com/user/edurekaIN Instagram: https://www.instagram.com/edureka_learning/ Facebook: https://www.facebook.com/edurekaIN/ Twitter: https://twitter.com/edurekain LinkedIn: https://www.linkedin.com/company/edureka Castbox: https://castbox.fm/networks/505?country=in

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Edureka!

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1. PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python

2. PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python Agenda 01 What Is Data Science? 02 What Is Machine Learning? Use Case 0403 Fields Of Data Science

3. PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python What Is Data Science?

4. PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python What Is Data Science? Data Science is the process of extracting useful insights from data by using a variety of tools, algorithms and Machine Learning fundamentals. Programming + Statistics + Business Data Science Domains

5. PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python What Is Machine Learning?

6. PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python What Is Machine Learning? Machine learning is a subset of Data Science which provides machines the ability to learn automatically & improve from experience without being explicitly programmed.

7. PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python Fields Of Data Science

8. PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python Fields Of Data Science Data Science Artificial Intelligence Machine Learning Deep Learning •Data science is the extraction of knowledge from data by using different techniques and algorithms •Artificial Intelligence is a technique which enables machines to mimic human behaviour •Machine Learning is a subset of AI technique which uses statistical methods to enable machines to improve with experience •Deep learning is a subset of ML which make the computation of multi-layer neural network feasible

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11. PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python Data Science 01 02 03 04 05 06 Business Requirements Data Acquisition Data Processing Data Exploration Modelling Optimization • User ratings • Comments • Cart history • Missing values • Fake reviews • Unnecessary data • Understand patterns • Retrieve useful insights • Find optimal features • Build and evaluate Machine Learning model Monitor the performance of the model

12. PYTHON CERTIFICATION TRAINING FOR DATA SCIENCE www.edureka.co/python Machine Learning Modelling Import Data Data Cleaning Train Model Improve Efficiency Test ModelBuild Model

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