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Machine Learning with Python
About Course
Welcome to our online Machine Learning with Python course!
In today's business world, data is everything, and companies that can effectively leverage the power of Machine Learning have a significant competitive advantage. This course will help you gain the knowledge and skills you need to build and deploy Machine Learning models that can transform your business.
Through this course, you will learn how to use Python, one of the most popular and widely-used programming languages in Machine Learning, to analyze and manipulate data, build and train models, and evaluate and optimize their performance. You will also explore various Machine Learning algorithms and techniques, including supervised and unsupervised learning, decision trees, regression, and clustering.
By the end of the course, you will be equipped with the tools and techniques needed to apply Machine Learning to a wide range of business problems, from customer segmentation and predictive maintenance to fraud detection and natural language processing. You will also gain a deep understanding of the practical considerations in deploying Machine Learning models in a business setting, including data privacy, ethics, and regulatory compliance.
Whether you are a business leader looking to leverage the power of Machine Learning to drive growth and innovation or a data scientist seeking to expand your skillset, this course will provide you with the foundation you need to succeed. So, get ready to unlock the full potential of your data and take your business to the next level with Machine Learning and Python!
Topics Covered:
▪ Machine Learning Fundamentals:
▪ Classification
▪ Clustering
▪ Regression analysis
▪ Decision trees
Working with Data:
▪ Data Representation
▪ Training set
▪ Validation set
▪ Testing set
▪ K-Fold cross validation
Models:
▪ Rule-based
▪ Hidden Markov Models
▪ Probabilistic Models
▪ Neural Networks
▪ Evaluating the Models
▪ Python Libraries:
▪ Scikit-Learn
▪ PyTorch
▪ TensorFlow
Duration: 15 hours, 7 weeks
Price: Call or Message Us
How to register
Thank you for your interest in our courses at HS Academy! We are excited to have you join our community of learners.
To register for a course, please follow these simple steps:
- Click on the "Register" button and complete the registration form with your personal information and payment details.
- Review the course information and syllabus, and make sure you meet the prerequisites if any.
- Submit your registration form and payment, and you will receive a confirmation email with your enrollment details.
If you have any questions or need assistance with the registration process, please do not hesitate to contact us at python@hsacademyservices.com or call us at +1 (514) 677-1944
We look forward to having you in our courses and wish you all the best in your studies!