and are certified conversation designers to understand cognitive abilities.
The course will cover basic principles of natural language, conversation design workflow, intent scoping, entity extraction, business metrics (CSAT and containment), and technical metrics (precision and accuracy) that one can cover in 4 hours per week (for eight weeks).
The Big Picture
If you are looking for a detailed course to learn about the modern AI revolution, then Artificial Intelligence: The Big Picture will help you to learn the tools, technology, and trends of AI. Matthew Renze conducts the course to spread knowledge about AI basics, its importance, and its AI impact on the future.
Beginners love this course due to its three learning phases, of course.
If you are looking for a curated online learning experience with the course and degree programs or even want to choose the course per diem, then Coursera offers cost-effective, flexible, and easy to access AI courses. This course will take 9 hours for detailed AI terminology.
With this course you can explore:
The Workflow of Machine Learning projects
The Workflow of Data Science projects
If you can spend more to learn from the world’s top instructors, then this is the best AI education platform for online certification and courses.
Machine Learning A-Z
Learn from two data science experts to master machine learning, accurate prediction, and compelling analysis.
It’s more than 40 hours of video, 24 articles, and two supplement resources with code templates included.
Let’s explore what you are going to learn from this.
Preparing a machine learning environment
Simple/multiple linear, polynomial, logistics, support vector, decision tree, random forest regression
Support vector machine
K-means and hierarchical clustering
and other stuff…
Machine Learning A-Z course is perfectly designed to teach you to make powerful analyses and be able to use them in the industry.
Since Mar 2008, this channel offers amazing facts, techniques, and knowledge about the future of AI.
The Artificial Intelligence Channel comprises the videos:
Basic income, etc.
Around 99.2K subscribers are following its bunch of videos and guidance to explore their knowledge of artificial intelligence.
Learn online at your preferred time and place. All subscribers of this channel always feel gladdened with this comfort learning.
Stay updated with the fundamentals and advanced concepts of Machine learning with AWS Machine Learning services, that is trusted by 500 companies. This course is facilitated for those who want to gain end-to-end learning experience in machine learning.
This AWS Machine Learning course includes:
Machine Learning Essentials for Business and Technical Decision Makers
Machine Learning for Business Challenges
Process Model: CRISP-DM on the AWS Stack
Exploring the Machine Learning Toolset
Math for Machine Learning
The Elements of Data Science
Machine Learning Terminology and Process
Machine Learning Security
Developing Machine Learning Applications
Amazon SageMaker: Build an Object Detection Model Using Images Labeled with Ground Truth
Data Science Capstone: Real-World ML Decisions
If you are looking to expand your machine learning experience on topics ranging from business, animation, programming, and many more, then LinkedIn Learning offers the most flexible learning options.
This course offers both a one-month free subscription and premium courses. You can access 15,000+ expert-led LinkedIn Learning courses online and offline. All AI & machine learning courses will provide practice with exercise files and quizzes. That will help you to earn a course completion certificate.
Fast.ai is known as a research lab that offers bundled free courses to transform the world with AI. This Massive Open Online Courses are available in around 12 languages (like French, Spanish, German, Italian, etc…). You can only attend these courses by applying your resume for a specific course.
Choose Practical Deep Learning for Coders course to have deep machine learning by attending seven lessons, each round took 2 hours, and you should plan to spend about 10 hours on assignments for each lesson.
Let’s have a course overview:
Production; SGD from scratch
NLP; Tabular Data; Recommendation Systems
Backprop; Neural Net from scratch
CNN deep dive; Ethics
Resnet; U-net; GANs
If you are looking for a hybrid man and machine solutions, then this is the best choice to learn and implement.
edX is your trusted university-level platform known for online Artificial Intelligence education and learning in a wide range of disciplines to worldwide students. More than 20 million people choose this edX’s Online Courses, which are created by Harvard, MIT, Berkeley, IBM.
In this Online AI Education course, you can learn:
Natural Language Processing
Deep Neural Networks
The Human Brain, And Many More.
This is a good platform to boost up your AI learning & practicing skills with hands-on experience of learning AI technology, search algorithms, logic problems, and games. You can also learn 2000+ online courses from its mobile application.
AI & DL with TensorFlow
Edureka is one of the best global e-learning platforms for PGP in machine learning technologies and AI. You can get a practical and holistic learning experience from Edureka trainers, who are industry practitioners.
If you are a newbie then you can join the 28-week in-depth program to learn:
The duration of this instructor-led and self-paced program is nine months and 450+ hours. 100+ countries people used to learn from various resources of Edureka, like YouTube Videos, Class Recordings, Mobile App, Blogs, PDFs, Recorded Video Sessions, Presentations, Downloadable Content, expert discussions, etc.
Master deep learning by Andrew Ng. There are five modules, and a course is offered through Coursera.
This course is focused on teaching you the theory and how it is applied in the industry.
Here are some of the topics you will learn just to give you an idea.
Fundamentals of deep learning and how it works
How to build neural networks
Industry best practices to develop deep learning application
Understanding of optimization algorithms – Momentum, RMSprop, Adam, etc.
Implementing neural networks in TensorFlow
How to troubleshoot errors in machine learning
Applying end-to-end learning, transfer learning, and multi-task learning
Machine learning strategy
Build and apply convolutional neural networks
and much more…
The course contains videos, quizzes, reading documents, and practice assignments. You have the option to enroll in either all modules or take individual ones.
If you are thinking about building a career in AI, then I am sure this will be helpful.
Artificial Intelligence A-Z
Learn how to build AI on Udemy is already loved by more than 45,000 students. The course contains more than 15 hours of video, 15 articles, and seven supplemental resources.
What will you learn in this course?
Introduction of AI and why?
Reinforcement learning fundamentals
Markov decision process
Creating a self-driving car deep learning environment
Installing Anaconda, python, kivy
Building and playing with AI
Intro to Self-driving Car
Excited about self-driving car technology?
This introductory course is designed to teach you the essentials of self-driving car technologies.
It’s a Nanodegree program offered by Udacity, where you will learn the following.
End-to-End Machine Learning with TensorFlow on GCP
Production Machine Learning Systems
Image Understanding with TensorFlow on GCP
Sequence Models for Time Series and Natural Language Processing
Recommendation Systems with TensorFlow on GCP
Upon completion, you will earn a certificate.
Data Science, DL/ML with Python
It is mixed with various techniques taught by Frank Kane.
If you are a newbie and want to get it started with AI stuff, then this would be helpful. Some of the topics you will learn:
Deep learning and neural networks
Machine learning with Python
Dealing with real-time data
Learn with Google AI
Google recently announced a learning portal from a newbie to an expert. Google AI education got tutorial, hands-on exercise.
You can filter the resources from expert level, type of content, and stage of machine learning development. It’s mixed with free and recommended paid courses and highly recommended for anyone interested in learning AI.
I hope the above helps you in choosing one to learn for your AI career journey.
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