Machine Learning & Deep Learning Are Two Different Sides Of a Pole, which Means They Both Are Different From Each Other. Machine Learning (ML) & Deep Learning (DL) Are Subfields of Artificial Intelligence. (AI)
Table of Contents
Difference Between Machine Learning & Deep Learning
Machine Learning
Machine Learning is a subfield of Artificial Intelligence, That is Used to Develop algorithms & Statistical Models that Enable Computers to Learn From Given Data & Make Predictions or Actions Without Being Specifically Programmed.
In Machine Learning a Computer is Trained On a Large Dataset And Uses Statistical Techniques To Find Patterns in the Data. Based On the Patterns The Program Is Able to Make Predictions or Take Actions on a New & Unseen Data.
Types of Machine Learning Algorithms:
1. Supervised Learning
2. Unsupervised Learning
3. Semi-Supervised Learning
4. Reinforcement Learning
All the Above Algorithms are Used On Different Types of Data Problems.
Uses Of Machine Learning
Machine Learning is Used In a Variety Of Applications Such As:
- Natural Language Processing (NLP)
- Computer Vision
- Recommendation System
- Fraud Detection
And Many More, Machine Learning is Now One Of The Most Demanding & Growing Field Today With a Lot of Research & Development & Its Applications are Constantly Expanding.
Deep Learning
Deep Learning is Also a subfield of Machine Learning (ML) That Uses Deep Neural Networks, Which Are Composed Of Multiple Layers Of Interconnected Nodes. Which Is Used to Perform Complex Tasks Such As Image & Speech Recognition, Natural Language Processing (NLP), And Decision Making.
Deep Learning Uses Algorithms That are Similiar To the Structure of Function of Human Brain And Attempt To Work Like a Human Brain And Perform Its Workings With the Help Of Artificial Neural Networks. These Algorithms Learn From a Large Amount of Data Provided. And They Gradually Improve Their Accuracy & Performance Over the Time Through a Process Called Training. The More Data the Network is Trained On the More Better Results You Will Get.
Deep Learning Is Becoming Popular Because Of The Field of Artificial Intelligence (AI) In Recent Years, It is Widely Used In Applications Such As
- Computer Vision
- Natural Language Processing (NLP)
- Autonomous Vehicles
And Many More, The Continued Advancements & Improvements In Deep Learning Algorithms And Hardware Have Made it Possible To Solve Complex Problems.
| Machine Learning | Deep Learning |
|---|---|
| Machine Learning is a Superset If Deep Learning | Deep Learning is a subset of Machine Learning |
| Machine Learning is Little Different As Compared to Deep Learning & Its Uses. | Deep Learning is an Upgrade of Machine Learning, It is the Deep Of Machine Learning |
| Machine Learning Consists of Tons of Data. | It has Millions of Data |
| It Can Perform Predictions & Take Actions On the Given Data | It Uses Neural Networks to Perform Its Workings |
| Machine Learning is In High Demand In the Current Times. | Deep Learning Is Widely Used to Solve Complex Problems |
We believe that everyone has the potential to learn to code, and we are committed to making that happen. Our courses are designed to be engaging and interactive, and we offer a variety of learning paths to meet the needs of all learners.
We are also committed to providing our learners with the support they need to succeed, and we offer a variety of resources to help learners learn at their own pace.
If you are interested in learning to code, we encourage you to check out our courses. We are confident that you will find our content to be high-quality, valuable, and makes sense.
Related posts:
Machine Learning Projects For Beginners | Interesting Machine Learning Projects for Beginners4 min read
Typing Animation Using HTML & CSS3 min read
QR Code Generator In Python1 min read
Password Cracker Using Python | Crack Passwords Using Python1 min read
React vs Angular | Which One You Should Go For?5 min read
Python Statement, Indentation, and Comments | Python Tutorial #32 min read
Top 10 Web Development Tools | Every Web Developer Should Know2 min read
JSX In ReactJS | ReactJS Tutorial #51 min read
Pingback: Machine Learning Projects For Beginners | Interesting Machine Learning Projects for Beginners - Mr Programmer