Machine Learning & Python
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Machine Learning & Python
Welcome to our Machine Learning and Python course! Explore the dynamic world of ML using Python, a powerful language for data analysis and modeling. Gain essential skills to create intelligent systems and solve real-world problems.
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Requirements
- Basic familiarity with programming concepts is recommended.
Description
Machine learning is a subfield of artificial intelligence (AI) that focuses on developing algorithms and models that enable computers to learn from data and make predictions or decisions without being explicitly programmed. It involves training a machine learning model using a dataset and leveraging statistical techniques to make accurate predictions or uncover patterns in new, unseen data. Machine learning finds applications in various domains, including image recognition, natural language processing, recommendation systems, fraud detection, and autonomous vehicles. Python is a popular, high-level programming language known for its simplicity and readability. It was created in the late 1980s and has gained significant popularity due to its versatility and extensive range of libraries and frameworks. Python supports multiple programming paradigms, including procedural, object-oriented, and functional programming. It has a large and active community of developers contributing to its ecosystem, making it a go-to language for various applications, including web development, data analysis, scientific computing, and artificial intelligence. 1. Introduction IELTK Certified Machine Learning & Python Certificate. 4 Month(16 weeks; with 2 training sessions & 1 lab)Content
2. classifier Bayes
3. linear regressive
4. Regularization
5. Cross checking
6. Rational regression
7. proximate neighbor
8. neural systems
9. neural systems
10. a decision tree
11. a decision tree
12. Clustering
13. Normalization
14. Update PAC Learning
15. Beginning Python Introduction Basics of Python
16. Program Flow in Python
17. Features & Modules
18. Exceptions Managing File Management
19. Python classes for generators and iterators
20. Data Models and Collections
21. Python GUI creation using Tkinter
22. SQL Database Access using Python Network Programming
23. Time and date
24. Several more in-depth subjects
25. Threads using Regular Expressions Accessing API is essential for DJANGO.Certification
Duration
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About Instructor
Welcome to the Institute of Excellence in Learning and Tech Knowledge (IELTK)
At IELTK, we believe that knowledge is the cornerstone of progress in today's rapidly evolving world. Our mission is to empower individuals with the skills and expertise they need to excel in the realms of technology, innovation, and beyond. With a commitment to quality education and a passion for learning, IELTK stands as a beacon of excellence in online education.
Who We Are:
IELTK is a premier online platform that offers a diverse range of courses in cutting-edge fields such as Data Science, Information Technology, Software Development, and Digital Marketing. Our carefully curated courses are designed to bridge the gap between theory and practice, equipping learners with practical skills that are immediately applicable in real-world scenarios.
Why Choose IELTK:
- Expert Instructors: Our courses are crafted and taught by industry experts and seasoned professionals who bring their invaluable insights and experiences directly to you.
- Comprehensive Curriculum: Our comprehensive curricula cover a wide spectrum of topics, ensuring that learners gain a holistic understanding of their chosen subjects.
- Interactive Learning: Engage with interactive content, practical exercises, and hands-on projects that simulate real-world challenges and enhance your skills.
- Flexibility: Learn at your own pace and from the comfort of your preferred environment, whether that's at home, in the office, or on the go.
- Global Community: Join a vibrant community of learners from around the world, fostering connections, networking opportunities, and a supportive learning environment.
- Career Advancement: Acquire skills that not only enhance your personal knowledge but also propel your career forward in today's competitive job market.
Our Commitment:
At IELTK, we are committed to providing unparalleled education that's accessible, relevant, and transformative. We strive to make learning an enjoyable and rewarding experience that fuels your curiosity, passion, and potential. With our courses, you'll gain the confidence and expertise needed to thrive in the digital age.
Join Us: Whether you're a seasoned professional seeking to upskill or an aspiring learner eager to dive into a new field, IELTK welcomes you to embark on a journey of growth and discovery. Explore our courses today and unlock a world of possibilities.