Skillup's profile and their contact details have been verified by our experts
Skillup
- Rate $5
- Response 1h
$5/h
See Data analysis tutors
Unfortunately, this tutor is unavailable
- Data analysis
Artificial Intelligence with python expertise & top Institute in India data analytics and data science
- Data analysis
Lesson location
About Skillup
Course Content Suggestions for AI: 1. Introduction to Artificial Intelligence - History of AI - AI vs. Machine Learning vs. Deep Learning - AI in real-world applications - Ethical considerations in AI 2. Python for AI - Python basics (data structures, functions, object-oriented programming) - Popular libraries for AI (NumPy, pandas, matplotlib) - Jupyter Notebooks and data visualization 3. Machine Learning Fundamentals - Supervised learning (classification, regression) - Unsupervised learning (clustering, dimensionality reduction) - Reinforcement learning basics Evaluation metrics (accuracy, precision, recall, F1-score) 4. Deep Learning Essentials - Neural networks - Convolutional Neural Networks (CNNs) - Recurrent Neural Networks (RNNs) and LSTMs - Autoencoders and Generative Adversarial Networks (GANs) 5. Natural Language Processing (NLP) - Tokenization, stemming, and lemmatization - Sentiment analysis and language models - Word embeddings (Word2Vec, GloVe) - Transformer models and GPT 6. Computer Vision - Image classification and object detection - Image segmentation - Applications of CNNs in vision - Hands-on projects with OpenCV 7. Reinforcement Learning - Q-Learning, SARSA - Deep Q Networks (DQN) - Applications in games, robotics, and automation 8. AI in Robotics - Integrating AI with robotic systems - Simultaneous Localization and Mapping (SLAM) - Reinforcement learning for robotic control 9. AI for Healthcare - AI-based medical diagnostics - Predictive models for disease detection - Case studies on AI in healthcare 10. Capstone Projects - Developing AI models for real-world problems (e.g., product recommendation, autonomous driving, medical applications)
See more
About the lesson
- All Levels
- English
All languages in which the lesson is available :
English
Course Content Suggestions for AI:
1. Introduction to Artificial Intelligence
- History of AI
- AI vs. Machine Learning vs. Deep Learning
- AI in real-world applications
- Ethical considerations in AI
2. Python for AI
- Python basics (data structures, functions, object-oriented programming)
- Popular libraries for AI (NumPy, pandas, matplotlib)
- Jupyter Notebooks and data visualization
3. Machine Learning Fundamentals
- Supervised learning (classification, regression)
- Unsupervised learning (clustering, dimensionality reduction)
- Reinforcement learning basics
Evaluation metrics (accuracy, precision, recall, F1-score)
4. Deep Learning Essentials
- Neural networks
- Convolutional Neural Networks (CNNs)
- Recurrent Neural Networks (RNNs) and LSTMs
- Autoencoders and Generative Adversarial Networks (GANs)
5. Natural Language Processing (NLP)
- Tokenization, stemming, and lemmatization
- Sentiment analysis and language models
- Word embeddings (Word2Vec, GloVe)
- Transformer models and GPT
6. Computer Vision
- Image classification and object detection
- Image segmentation
- Applications of CNNs in vision
- Hands-on projects with OpenCV
7. Reinforcement Learning
- Q-Learning, SARSA
- Deep Q Networks (DQN)
- Applications in games, robotics, and automation
8. AI in Robotics
- Integrating AI with robotic systems
- Simultaneous Localization and Mapping (SLAM)
- Reinforcement learning for robotic control
9. AI for Healthcare
- AI-based medical diagnostics
- Predictive models for disease detection
- Case studies on AI in healthcare
10. Capstone Projects
- Developing AI models for real-world problems (e.g., product recommendation, autonomous driving, medical applications)
See more
Rates
Rate
- $5
Pack rates
- 5h: $25
- 10h: $50
online
- $5/h
Other tutors in Data analysis
Lisa F
Chicago
- $27/h
- 1st lesson free
João
New York & online
- $25/h
Andrei
California City & online
- $50/h
- 1st lesson free
Mehrdad
New York & online
- $30/h
Christian
Dallas & online
- $55/h
Behdad
New York & online
- $25/h
- 1st lesson free
Lakshay
New York & online
- $35/h
- 1st lesson free
Akash
Boston & online
- $25/h
- 1st lesson free
Bryan
Santa Ana & online
- $28/h
Cyril
Girard & online
- $12/h
- 1st lesson free
Fortunate
Texas City & online
- $20/h
- 1st lesson free
Edward
New York & online
- $18/h
- 1st lesson free
Priyanshu
Brooklyn & online
- $20/h
- 1st lesson free
Grace
Texas City & online
- $20/h
- 1st lesson free
Vidya
Herndon & online
- $30/h
- 1st lesson free
Moses
Remote & online
- $20/h
- 1st lesson free
Ghada
New York & online
- $45/h
Usama
New York & online
- $15/h
- 1st lesson free
Evidence
Seattle & online
- $50/h
Raja
Seattle & online
- $30/h
- 1st lesson free
-
See Data analysis tutors
