Enroll Course: https://www.udemy.com/course/machine-learning-data-science-bootcamp-with-r-python/
In today’s rapidly evolving tech landscape, skills in Machine Learning and Data Science are not just advantageous, they’re becoming essential. If you’re looking to dive into this exciting field and kickstart a career in data mining and machine learning, the ‘Machine Learning & Data Science Bootcamp with R & Python’ from the Academy of Computing & Artificial Intelligence on Udemy is a fantastic place to start.
This comprehensive course, developed by an expert team of PhDs, PhD candidates, senior lecturers, consultants, researchers, and industry hiring managers, aims to equip you with the knowledge and practical skills needed to excel. The instructors have clearly identified the most in-demand skills for 2021 and beyond, focusing on making graduates job-ready.
The bootcamp covers a vast array of topics, starting with a thorough A-Z introduction to Machine Learning. It then guides you step-by-step through setting up your development environment for both R and Python, crucial for any data scientist. The core of the course delves into various supervised learning algorithms, including Linear Regression (univariate and multivariate), Logistic Regression, Naive Bayes Classifier, Trees, Support Vector Machines (SVM), and Random Forest. You’ll also get an introduction to unsupervised learning and explore the power of Artificial Neural Networks and Convolutional Neural Networks (CNNs).
What truly sets this course apart are the real-world projects with source code provided. This hands-on approach allows you to apply what you’ve learned immediately and build a portfolio. The learning outcomes are clearly defined: you’ll gain awareness of supervised and unsupervised learning, understand the ‘why’ behind data mining and machine learning, differentiate between traditional programming and ML, and master the steps to solve data mining and machine learning problems. You’ll also learn to build intelligent problem-solving methods and construct neural models using state-of-the-art Python frameworks.
The inclusion of resources from MIT and other renowned universities adds significant credibility and depth to the material. Whether you’re a complete beginner or looking to formalize your knowledge, this bootcamp offers a structured and practical pathway into the world of data science. Highly recommended for anyone aspiring to a career in this dynamic field!
Enroll Course: https://www.udemy.com/course/machine-learning-data-science-bootcamp-with-r-python/