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If you’re looking to kickstart your journey in data science and machine learning, the Udemy course ‘Beginning with Machine Learning, Data Science and Python’ by UNP is an excellent choice. This course is specifically designed to cover the fundamental aspects of data science that are most relevant in industry and interview settings. It emphasizes exploratory data analysis (EDA), visualization, regression analysis (both linear and logistic), and practical application of these concepts using Python.

What sets this course apart is its focus on building a solid foundation. The curriculum seamlessly integrates theoretical concepts with practical hands-on exercises, ensuring learners can independently build machine learning models and confidently handle real-world data problems. The detailed coverage of regression techniques, along with discussions on overfitting and regularization, provides learners with a nuanced understanding of core machine learning methods.

Moreover, the course emphasizes industry standards and best practices for data handling, model evaluation, and maintenance, making it highly relevant for those aiming to work in a professional setting. The modules on data wrangling with Pandas, model evaluation, and tackling industry challenges further enhance its practical value.

In conclusion, this course is highly recommended for beginners who want a comprehensive, practical, and industry-oriented introduction to data science and machine learning with Python. Whether you are preparing for interviews, aiming to solve real-world problems, or establishing a strong foundational knowledge, this course will set you on the right path.

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