About this course
Artificial Intelligence (AI) involves creating machines capable of intelligent behavior, learning, and problem-solving. It encompasses machine learning, robotics, and natural language processing to enable computers to perform tasks that traditionally require human intelligence. AI applications range from voice assistants and recommendation systems to autonomous vehicles and medical diagnosis.
1. Introduction to Artificial Intelligence:
- Definition and history of AI
- Overview of AI applications in various fields
- Ethical considerations in AI
2. Mathematics and Statistics:
- Linear algebra
- Calculus
- Probability and statistics
3. Programming Skills:
- Python programming language (or another language commonly used in AI)
- Data manipulation and analysis libraries (e.g., NumPy, Pandas)
4. Machine Learning Fundamentals:
- Supervised learning
- Unsupervised learning
- Reinforcement learning
- Model evaluation and validation
5. Data Preprocessing and Feature Engineering:
- Data cleaning and handling missing data
- Feature scaling and normalization
- Feature extraction and selection
6. Neural Networks and Deep Learning:
- Basics of neural networks
- Deep learning architectures (CNNs, RNNs, etc.)
- Training neural networks
7. Natural Language Processing (NLP):
- Text processing and tokenization
- Named Entity Recognition (NER)
- Sentiment analysis
8. Computer Vision:
- Image processing
- Object detection
- Image classification
9. Reinforcement Learning:
- Markov Decision Processes (MDPs)
- Q-learning
- Policy gradients
10. AI Ethics and Bias:
- Ethical considerations in AI development and deployment
- Addressing bias in AI algorithms
11. AI Applications:
- Case studies and real-world applications of AI in various industries (healthcare, finance, robotics, etc.)
12. Capstone Project:
- A hands-on project where students apply their knowledge to solve a real-world problem using AI techniques.
13. Advanced Topics
- Generative Adversarial Networks (GANs)
- Transfer learning
- Explainable AI
FAQ
1) What is artificial intelligence?
Artificial intelligence (AI) refers to systems that show intelligent behaviour by analyzing their environment they can perform various tasks with some degree of autonomy to achieve specific goals.
2) Why do we need Artificial Intelligence?
The goal of Artificial intelligence is to create intelligent machines that can mimic human behavior. We need AI for today's world to solve complex problems, make our lives more smoothly by automating the routine work, saving the manpower, and to perform many more other tasks.
3) Which programming language is used for AI?
Below are the top five programming languages that are widely used for the development of Artificial Intelligence:
Python, Java, R
Among the above three languages, Python is the most used language for AI development due to its simplicity and availability of lots of libraries, such as NumPy, Pandas, etc.
4) What is a convolutional neural network (CNN)?
A Convolutional Neural Network (CNN) is an advanced deep learning algorithm designed to process input images. It employs learnable weights and biases to allocate significance to different features or objects within the image, enabling it to distinguish between them effectively.
5) What are the main types of AI?
The main types include Reactive Machines, Limited Memory, Theory of Mind, and Self-aware AI. Each represents increasing sophistication and capability, from simple reaction-based machines to systems capable of understanding and developing consciousness
6) Is financial aid available?
Yes. We have multiple channels through which you can apply for financial aid or a scholarship if you can’t afford the Course fee.
7) I am complete beginner can I learn this course?
Absolutely, this course is beginner friendly and anyone can start their learnings from 1st day of tutorials.
Comments (4)
Virat Singh
Student
21 Nov 2023 | 11:41
Artificial intelligence is the science of making machines that can think like humans. It can do things that are considered "smart.
Arisha Sengupa
Student
20 Nov 2023 | 15:30
The Artificial Intelligence course provided a comprehensive overview of AI concepts and applications.
Nilofar
Student
18 Nov 2023 | 16:27
AI is the ability of a machine to display human-like capabilities such as reasoning, learning, planning and creativity
4.52
43 Reviews
Reviews (43)
Neelam Upadhya
3 Dec 2023 | 12:49
This AI course is fantastic! Concise, insightful, and packed with practical knowledge. A must for anyone looking to understand the basics of artificial intelligence quickly. Highly recommend
Saanvi Choudhury
5 Dec 2023 | 15:26
This AI course is a real gem! It offers a concise yet comprehensive exploration of artificial intelligence. Engaging content, real-world applications, and a practical focus make it a must for anyone diving into AI. Highly recommended for a quick and impactful understanding
Sanika Suri
7 Dec 2023 | 15:51
This AI course is a concise powerhouse! Clear, practical, and eye-opening, it provides quick mastery of key concepts. Highly recommended for a fast and impactful understanding of artificial intelligence
Atif
9 Dec 2023 | 12:50
"I recently completed the AI course, and I'm thrilled with the depth of knowledge I've gained. The curriculum is well-structured, covering foundational principles and diving into advanced topics with clarity. The hands-on projects were especially beneficial, allowing me to apply theoretical concepts in practical scenarios. The instructors' expertise and responsiveness to queries made this learning experience truly exceptional. Highly recommend this course to anyone looking to understand AI from the ground up."
Ayushmaan
11 Dec 2023 | 14:53
knowledgeable and supportive teacher's. AI has found several successful uses in education, ranging from tasks like assisting with translations and language learning to outsourcing homework and grading assignments. It has also been used to develop interactive games to assist young children's academic and social skills as well as create lesson plans.
Raghav
2 Dec 2023 | 15:36
this course is amazing I was very nervous about it but the teacher there explained or taught me very well, they cleared my doubts very well . The concept of this course was very good or easy so I had no problem learning it.
Vir Malhotra
13 Dec 2023 | 17:11
Artificial Intelligence course was a revelation! Practical insights, hands-on projects, and expert guidance made complex AI concepts accessible. Highly recommend for anyone looking to navigate the exciting field of artificial intelligence
Aditi Choudhury
16 Dec 2023 | 12:51
Covering foundational concepts, this course introduces participants to machine learning algorithms, natural language processing, computer vision, and other key components that form the bedrock of artificial intelligence."
Mohan
23 Dec 2023 | 13:40
Embark on an enlightening journey with QualifyEd.in's Artificial Intelligence course! The course content is cutting-edge, the instructors are exceptionally knowledgeable, and the practical projects bring the concepts to life
Shahid
23 Dec 2023 | 13:44
QualifyEd.in Artificial Intelligence course is a miracle! This course is not only informative but also challenges you to think critically. Instructors effortlessly guide you through complex topics
Salman
3 Oct 2023 | 13:46
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Rohit Kumar
6 Oct 2023 | 13:48
Congratulations to QualifyEd.in for an excellent Artificial Intelligence course! The content dives deep into the realm of AI, the instructors provide real-world insight, and the practical projects are nothing short of spectacular.
Aarav Sharma
7 Oct 2023 | 13:50
Thoroughly impressed with QualifyEd.in's Artificial Intelligence course! The balance between theory and practical applications is commendable. Instructors are approachable, making complex AI concepts digestible
Ananya Gupta
9 Oct 2023 | 02:30
QualifyEd.in's Artificial Intelligence course is a gem! Course structure, expert guidance and real-world applications create an immersive learning experience
Arjun Gupta
12 Oct 2023 | 13:59
Completed the Artificial Intelligence course and it s exceptional! QualifyEd.in 's curriculum is forward thinking, instructors are insightful and the hands on projects are both challenging and rewarding
Avni Kapoor
15 Oct 2023 | 14:02
QualifyEd.in s Artificial Intelligence course is a game changer Comprehensive content real world applications and expert guidance provide a holistic understanding of AI
Bhavya Patel
16 Oct 2023 | 14:05
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Chetan Verma
18 Oct 2023 | 14:51
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Deepika Nair
20 Oct 2023 | 14:53
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Dev Desai
22 Nov 2023 | 14:56
The content is well organized, the instructors are experts and the practical approach is commendable. A great option for those looking to delve deeper into the fascinating world of AI am very thankful to QualifyEd.in
Diya Reddy
23 Oct 2023 | 14:58
Artificial Intelligence talent shines on QualifyEd.in, highly recommended for those aiming to master AI. Solid
Esha Joshi
27 Oct 2023 | 15:13
Completed QualifyEd.in's Artificial Intelligence course, a comprehensive journey into the fascinating field of AI. Instructors provide clear guidance by breaking down complex concepts.
Farhana
1 Nov 2023 | 15:15
Get impressive Artificial Intelligence expertise at QualifyEd.in! The curriculum covers AI extensively, the instructors are helpful, and hands-on projects enhance practical skills
Gauri Mehta
29 Oct 2023 | 15:17
I have completed QualifyEd.in's Artificial Intelligence course A comprehensive experience in the complex world of AI. Instructors provide valuable insight making complex concepts easier to understand. A definite recommendation for AI enthusiasts
Gautam Yadav
3 Nov 2023 | 15:19
Master Artificial Intelligence on QualifyEd.in! the course structure expert instructors and practical projects create an immersive learning experience. highly recommended for those stepping into the fascinating world of AI
Ishaan Choudhary
2 Nov 2023 | 15:23
Totally impressed with QualifyEd.in's Artificial Intelligence course! The material is comprehensive, the teachers are helpful and I found it helpful to learn here.
Jaya Rathi
5 Nov 2023 | 15:24
Totally impressed with QualifyEd.in's Artificial Intelligence course! The material is comprehensive, the teachers are helpful and I found it helpful to learn here.
Kabir Kapoor
9 Nov 2023 | 15:28
QualifyEd.in's Artificial Intelligence course is a gem! The course is well structured, the instructors are experts, and the practical approach is commendable. A great option for those looking to delve deeper into the fascinating world of AI
Kavya Sharma
12 Nov 2023 | 15:30
Artificial Intelligence talent on QualifyEd.in The course structure, expert instructors and real-world projects make it exceptional. Highly recommended for those aiming to master AI.
Krish Malhotra
15 Nov 2023 | 15:34
QualifiEd.in Artificial Intelligence curriculum is a blend of knowledge and innovation.
Lavanya Reddy
17 Nov 2023 | 15:36
The course is like a roadmap to mastering AI, and the instructors guide you with passion and expertise. Real-world applications make it an invaluable experience thnks to qualifyEd
Mihir Bhat
20 Nov 2023 | 15:41
kudos to QualifyEd.in for an exceptional Artificial Intelligence course! The content is forward-looking, and the instructors bring a wealth of industry knowledge.
Nandini Jain
22 Nov 2023 | 15:49
Completed QualifyEd.in's AI course – short, sweet and informative! Concise content, practical projects, and expert instructors make this an efficient dive into artificial intelligence
Neel Verma
23 Nov 2023 | 15:51
AI courses are a quick path to mastery! Short modules, real-world context, and trainers who make complex concepts simple. A great option for people with limited time but high aspirations in artificial intelligence
Nikita Das
24 Nov 2023 | 15:53
Finished AI course on QualifyEd.in A knowledge spark Short lessons, practical applications, and trainers who simplify complex concepts
Om Mehta
27 Nov 2023 | 16:04
AI course is a brief yet comprehensive journey! Short modules, impactful insights, and instructors who make every concept count very thank you to qualifyEd
Pooja Patel
28 Nov 2023 | 16:06
Just finished QualifyEd.in's AI course – a quick route to brilliance
Pranav Kumar
30 Nov 2023 | 16:08
QualifyEd.in 's AI course is a short and powerful learning experience! Concise lessons, real-world applications, and expert instructors make this an efficient dive into artificial intelligence
Radha Menon
18 Dec 2023 | 16:14
AI Course on QualifyEd.in – A Brief Journey into Expertise! The content is focused, the projects are impressive, and the instructors provide clear insight into artificial intelligence
Rahul Suri
19 Dec 2023 | 16:16
QualifyEd.in 's AI course is a knowledge capsule! Short sweet and packed with insights. Instructors make complex AI concepts digestible. a perfect choice for those with a time constraints
Rhea Singh
21 Dec 2023 | 16:22
Completed AI course on QualifyEd.in – a quick journey to AI proficiency, packed with practical insights. highly recommend
Rohan Malhotra
22 Dec 2023 | 16:24
QualifyEd.in's AI course is a concise genius, delivering AI expertise with clarity and impact
Saanvi Shah
7 Nov 2023 | 16:26
Completed AI Course on QualifyEd.in A short and enlightening journey into Artificial Intelligence
Coverage of fundamental AI algorithms for machine learning to deep learning.