Python Programming and Its Importance In Machine Learning

11011011001011010100011010101100 01010110110 0101100100101011011001011010100011011000101 11011001001110 O 100001011010100 101100110101110 11000010101101 p11001101 1010101O 0001 01O 101010 001101 101110 001010110 D0 101 0101101 0010101 001010110101011001101 11110101010 001 110 000010101101 0 111010110001011 0010110 10010 1011000010101 PYTHON PROGRAMMING & ITS IMPORTANCE IN MACHINE LEARNING 0110 10101100 01010110 1 0110010 010101 110101 111010 0011011011 10101100 0011011O 10101100010 0101011011001 010001 01 10110010110101000110101011000 L010100011010 WHAT IS MACHINE LEARNING? Machine learning is a type of artificial intelligence that involves writing computer programs that enable computers to learn without programmer assistance or explicit programming. MACHINE LEARNING SUPERVISED LEARNING REINFORCEMENT LEARNING Is task-driven and one of the most basic UNSUPERVISED LEARNING Lets the algorithm learn from errors. types of machine It is similar to learning. Parameters the way humans learn and puts the are given so that the algorithm can find the relationship between data points. Is data-driven. The algorithm in a work algorithm can find environment where relationships between favorable outcomes data points without are rewarded. specific parameters being provided. BENEFITS OF PYTHON FOR MACHINE LEARNING Relatively easy to learn/low Flexibility (programmers can combine styles and use Python with other languages) Access to a large number of libraries barrier to entry (modules with prewritten code) Can be used on Easy for people to read and understand, Extensive different platforms community support change, and share for programmers HOW PYTHON IS USED IN DATA SCIENCE? STAGE 5 STAGE 1 Communicate the findings. Determine the question to be answered. STAGE 4 Draw conclusions from the data, possibly using machine learning STAGE 2 models to Collect, access do so. and clean the relevant data. STAGE 3 Explore, analyze and augment the data. Accelebrate. ACCELERATED LEARNING, CELEBRATED RESULTS ACCELEBRATE.COM Sources: towardsdatascience.com/8-reasons-why-python-is-good-for-artificial-intelligence-and-machine-learning geeksforgeeks.org/why-is-python-the-best-suited-programming-language-for-machine-learning medium.com/@UdacityINDIA/why-use-python-for-machine-learning | irishtechnews.ie/how-python-is-used-in-data-science springpeople.com/blog/7-steps-to-mastering-machine-learning-with-python | expertsystem.com/machine-learning-definition .יוי יוא ul ul ויו ווו |