Description
Practical AI and Machine Learning Projects in Python is a course on building real-world AI and machine learning applications using Python, published by Udemy Online Academy. Rather than focusing solely on theory, the course emphasizes project-based learning, allowing learners to apply AI and machine learning concepts to practical scenarios and business problems. Students will work with popular Python libraries and frameworks to collect and preprocess data, train machine learning models, evaluate performance, and deploy intelligent solutions. The course covers supervised and unsupervised learning, data analysis, predictive modeling, deep learning principles, and AI application development.
Rather than focusing solely on mathematics and theory, this course takes a hands-on approach where you will build complete machine learning and deep learning applications step by step. This course starts with the basics of machine learning and gradually moves on to deep learning, computer vision, pre-trained neural networks, and natural language processing. By the end of the course, you will understand how AI and machine learning systems are built in the real world and gain the confidence to continue building your own projects.
What you will learn in Practical AI and Machine Learning Projects in Python:
- Build real-world machine learning and AI projects using Python
- Train and evaluate machine learning, deep learning, natural language processing (NLP), and computer vision models
- Use TensorFlow, Scikit Learn, YOLO, and pre-trained models like ResNet50
- Perform image classification, object detection, clustering, and sentiment analysis
- Build practical AI pipelines for preprocessing, training, testing, and storing models
- And…
Course specifications
Publisher: Udemy
Instructors: Mohammad Azam
Language: English
Level: Introductory to Advanced
Number of Lessons: 41
Duration: 4 hours and 15 minutes
Course topics
Practical AI and Machine Learning Projects in Python Prerequisites
Basic Python programming knowledge
No prior Machine Learning or AI experience required
A computer with internet access
Google Colab or Jupyter Notebook installed
Willingness to learn by building practical projects
Pictures
Practical AI and Machine Learning Projects in Python introduction video
Installation guide
After Extract, watch with your favorite Player.
Subtitle: None
Quality: 1080p
Downloadly link
Rapidgator link
File password (s): www.downloadly.ir
Size
3 GB