Instructional Material
THE 12 Most Interesting free Online AI Courses from MIT, Stanford, Amazon, Harvard, and others
Most of the work positions in Deep Learning, Machine Learning, NLP, Computer Vision, or basically any of the Artificial Intelligence (AI) work require you to have at least a Bachelor's degree in Computer Science or some related area.But if you're from the United States or some other country where most people can't afford to go to the best universities, you need to find other ways to get yourself educated.Fortunately, nowadays you don't have to get a formal degree with the short supply of qualified professionals from these fields - demonstrating your expertise in other forms, such as the courses you've completed, is enough to get you a position.But with that comes a lot of people all trying to sell their own Artificial Intelligence course.In this article, I will discuss some of the best free Artificial Intelligence Courses that come from MIT, Stanford, Amazon, Harvard, and others that you can take, regardless of where you live and how much money you have - I personally took these courses on my own, or I got them recommended by close friends who took them so I can be sure they're good. (BTW I'm not sponsored by any of these. 🙄)You may also be interested in reading about the 5 Best Artificial Intelligence Books in 2020 and the top 5 Interesting FREE AI Books for absolute Beginners by Springer. THE best free online Artificial Intelligence courses 1. Machine Learning (Andrew Ng)This Machine Learning course by Andrew Ng is probably the most popular course offered by an independent teacher.Andrew Ng co-founded Google Brain and was Chief Scientist in Baidu's A.I research division and can express information in a simplified way that you will be able to easily understand.This course is so awesome because it doesn't have a steep learning curve - which is extremely important for people who have never heard of Machine Learning - it doesn't assume that you have any previous knowledge and gradually guides you through complicated subjects to make your learning experience challenging but enjoyable.Furthermore, it avoids complex math which is probably the biggest fear for people that want to get into Machine Learning and AI. 2. CS50's Introduction to Artificial Intelligence with Python (Harvard)This 7-week Harvard course will teach you how to use machine learning in Python and explore the concepts and algorithms used in modern artificial intelligence - you will immerse yourself in ideas that give rise to technologies such as machine translation and handwriting recognition.It includes hands-on projects where you can learn about algorithms for graph searching, adversarial search, classification, optimization, logical inference, and probability theory and how to incorporate them into your own Python code. 3.
Machine Learning Prerequisites for 2021
Online Courses Udemy - Machine Learning Prerequisites for 2021, Learn the foundation and prerequisites to become a Machine Learning Engineer New Created by Pythonist org English [Auto] Students also bought Data Science: Supervised Machine Learning in Python Machine Learning Practical Workout 8 Real-World Projects Learn Data Mining and Machine Learning With Python Machine Learning A-Z: Hands-On Python & R In Data Science The Complete Machine Learning Course with Python 2020 AWS SageMaker, AI and Machine Learning Specialty Exam Preview this course GET COUPON CODE Description In this course, you are going to learn the prerequisites for machine learning. Machine Learning is a vast subject that involved various other fields like Mathematics and Statistics which makes it complex. So when someone starts this journey there are very high chances to get confused due to too many concepts bombarded at you. It's an experienced opinion that a strong foundation can help us to make this journey much easier, this will provide a jump start for modern machine learning by teaching the important concepts required to get started with machine learning. We will start this course by getting ourself introduced withe machine learning then we will set up the development environment on various systems and move towards mathematics where we will explore various important concepts from Calculus and Linear Algebra followed by Statistics where we will learn about the Probability distribution, bias, and variance, mean, median and mode along with various other important concepts.
Artificial Intelligence for Business
Udemy Coupon - Solve Real World Business Problems with AI Solutions Created by Hadelin de Ponteves, Kirill Eremenko, SuperDataScience Team English [Auto-generated], French [Auto-generated], 5 more Students also bought Artificial Intelligence: Reinforcement Learning in Python Data Science: Natural Language Processing (NLP) in Python Recommender Systems and Deep Learning in Python Cluster Analysis and Unsupervised Machine Learning in Python Natural Language Processing with Deep Learning in Python Preview this Course GET COUPON CODE Description Structure of the course: Part 1 - Optimizing Business Processes Case Study: Optimizing the Flows in an E-Commerce Warehouse AI Solution: Q-Learning Part 2 - Minimizing Costs Case Study: Minimizing the Costs in Energy Consumption of a Data Center AI Solution: Deep Q-Learning Part 3 - Maximizing Revenues Case Study: Maximizing Revenue of an Online Retail Business AI Solution: Thompson Sampling Real World Business Applications: With Artificial Intelligence, you can do three main things for any business: Optimize Business Processes Minimize Costs Maximize Revenues We will show you exactly how to succeed these applications, through Real World Business case studies. And for each of these applications we will build a separate AI to solve the challenge. In Part 1 - Optimizing Processes, we will build an AI that will optimize the flows in an E-Commerce warehouse. In Part 2 - Minimizing Costs, we will build a more advanced AI that will minimize the costs in energy consumption of a data center by more than 50%! Just as Google did last year thanks to DeepMind.
Accelerate Deep Learning on Raspberry Pi
Getting Started with Raspberry Pi even if you are a beginner, Deep Learning Basics, Object Detection Models - Pros and Cons of each CNN, Setup and Install Movidius Neural Compute Stick (NCS) SDK, Currently, the OpenVINO is available for Raspbian, so the NCS2 is already compatible with the Raspberry Pi, but this course is mainly for the Movidius (NCS version 1).
50 Concepts, Algorithms in Machine Learning You Should Know
Introduction to 50 Must know Topics of Machine Learning, Data science. Introduction to must know concepts in Machine Learning which will help you to prepare for interview. You will get an idea of complete syllabus in Machine Learning. This course is designed to give you introduction to syllabus of machine learning. If you want to get started with machine learning then this course will help you.
Data Science 2020 : Complete Data Science & Machine Learning
Online Courses Udemy - Machine Learning A-Z, Data Science, Python for Machine Learning, Math for Machine Learning, Statistics for Data Science Created by Jitesh Khurkhuriya, Jitesh's Data Science & Machine Learning A-Z Team English Students also bought Machine Learning, Data Science and Deep Learning with Python Intro to Data Science: Your Step-by-Step Guide To Starting Introduction to Machine Learning for Data Science Generate and visualize data in Python and MATLAB Statistics for Data Science and Business Analysis Preview this course GET COUPON CODE Description Data Science and Machine Learning are the hottest skills in demand but challenging to learn. Did you wish that there was one course for Data Science and Machine Learning that covers everything from Math for Machine Learning, Advance Statistics for Data Science, Data Processing, Machine Learning A-Z, Deep learning and more? Well, you have come to the right place. This Data Science and Machine Learning course has 250 lectures, more than 25 hours of content, 11 projects including one Kaggle competition with top 1 percentile score, code templates and various quizzes. Today Data Science and Machine Learning is used in almost all the industries, including automobile, banking, healthcare, media, telecom and others.
NLP: Natural Language Processing ML Model Deployment at AWS
Are you ready to kickstart your Advanced NLP course? Are you ready to deploy your machine learning models in production at AWS? You will learn each and every steps on how to build and deploy your ML model on a robust and secure server at AWS. Prior knowledge of python and Data Science is assumed. If you are AN absolute beginner in Data Science, please do not take this course. This course is made for medium or advanced level of Data Scientist.
Business Data Science for Business
Are you looking to land a top-paying job in Data Science? Or are you a seasoned AI practitioner who want to take your career to the next level? Or are you an aspiring entrepreneur who wants to maximize business revenue with Data Science and Artificial Intelligence? If the answer is yes to any of these questions, then this course is for you! Data Science is one of the hottest tech fields to be in right now!
Live Online Workshop: Machine Learning: How to Predict Customer Loan Default Probability
Live Online Workshop During the workshop, you'll learn the basics of data science using Python programming through examples provided by the instructor. No prior programming experience is necessary. You must join the webinar via a computer. In this live online workshop, you will learn the basics of machine learning. Participants will learn how to apply machine learning to predict customer loan default probability through an instructor-led live demo.