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Machine Learning
Learn the fundamentals of machine learning, from mathematical foundations to practical applications, with resources in English and Malayalam.
6-12 months
5 steps
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Technologies
Machine LearningAIData SciencePythonMalayalam
1
Mathematical Foundations for Machine Learning
Learn the essential mathematics required for machine learning, including linear algebra, calculus, probability, and statistics.
2-3 monthsIntermediate1 videos
2
Python for Machine Learning
Master Python programming and essential libraries like NumPy, Pandas, Matplotlib, and Scikit-learn for data manipulation, visualization, and machine learning. Includes resources in Malayalam for better understanding.
1-2 monthsBeginner to Intermediate1 videos
3
Introduction to Machine Learning
Understand the basic concepts of machine learning, including supervised and unsupervised learning, model evaluation, and more, through a course in Malayalam.
1 monthBeginner1 videos
4
Deep Learning Fundamentals
Learn the basics of deep learning, including neural networks and their applications, through a playlist in Malayalam.
1-2 monthsIntermediate1 videos
5
Hands-on Machine Learning Projects
Apply your knowledge by working on real-world machine learning projects, using frameworks like Scikit-learn, TensorFlow, or PyTorch. This step includes English resources for project tutorials.
2-3 monthsIntermediate to Advanced1 videos