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Instructional Material


mrdbourke/tensorflow-deep-learning

#artificialintelligence

This course will teach you foundations of deep learning and TensorFlow as well as prepare you to pass the TensorFlow Developer Certification exam (optional). Videos going through the rest of the notebooks (03 - 10) are available in the full course. New You can now read the full course as an online book! (note: this is a work in progress, but 95% of it should run fine) Check out the livestream Q&A celebrating the course launch on YouTube. Otherwise, many of them might be answered below. This table is the ground truth for course materials.


Most Important Skills Required For IT Professionals in AI and Machine Learning - IMC Grupo

#artificialintelligence

The next digital frontier in the IT world is? The one that is your opponent in PUBG(or other interactive games), that allows you to ask Google to make calls for you, that reminds you to make your insurance paid, suggests what to purchase from your favorite eCommerce site, and suggests movies over Netflix. We are surrounded by Artificial Intelligence and Machine Learning applications so extensively that we don't even realize their presence. When Facebook recommends friends or groups to you, it is AI working behind the scenes. When Google listens to you and acts as per your command, it's ML and AI working.


PyTorch course online

#artificialintelligence

PyTorch online course has been designed for those students who can learn the concepts at a fast pace. We will provide in-depth knowledge with the help of different PyTorch examples. We will also provide PyTorch tutorial in which you will learn different concepts like how to install PyTorch. You will also learn the process of configuring PyTorch. First the instructors will tell you about what is PyTorch and then they will gradually move towards basic and then to advanced topics.


Machine Learning Using Python Programming

#artificialintelligence

'Machine Learning is all about how a machine with an artificial intelligence learns like a human being' Welcome to the course on Machine Learning and Implementing it using Python 3. As the title says, this course recommends to have a basic knowledge in Python 3 to grasp the implementation part easily but it is not compulsory. This course has strong content on the core concepts of ML such as it's features, the steps involved in building a ML Model – Data Preprocessing, Finetuning the Model, Overfitting, Underfitting, Bias, Variance, Confusion Matrix and performance measures of a ML Model. We'll understand the importance of many preprocessing techniques such as Binarization, MinMaxScaler, Standard Scaler We can implement many ML Algorithms in Python using scikit-learn library in a few lines. Can't we? Yet, that won't help us to understand the algorithms. Hence, in this course, we'll first look into understanding the mathematics and concepts behind the algorithms and then, we'll implement the same in Python.


Machine Learning using Python Programming

#artificialintelligence

'Machine Learning is all about how a machine with an artificial intelligence learns like a human being' Welcome to the course on Machine Learning and Implementing it using Python 3. As the title says, this course recommends to have a basic knowledge in Python 3 to grasp the implementation part easily but it is not compulsory. This course has strong content on the core concepts of ML such as it's features, the steps involved in building a ML Model - Data Preprocessing, Finetuning the Model, Overfitting, Underfitting, Bias, Variance, Confusion Matrix and performance measures of a ML Model. We'll understand the importance of many preprocessing techniques such as Binarization, MinMaxScaler, Standard Scaler We can implement many ML Algorithms in Python using scikit-learn library in a few lines. Can't we? Yet, that won't help us to understand the algorithms. Hence, in this course, we'll first look into understanding the mathematics and concepts behind the algorithms and then, we'll implement the same in Python.


Free Machine Learning Tutorial - New in Big Data: Apache HiveMall - Machine Learning with SQL

#artificialintelligence

Elena works in the field of Natural Language Processing. She graduated with a degree from Saint-Petersburg State University in Russia first and then acquired PhD from Macquarie University in Sydney, Australia, where she works currently. Now she applies theoretical concepts developed in the field of Natural Language Processing to solve business problems of different big and small enterprises. As an early adopter of BigData tools and concepts she finds existing BigData frameworks to be attractive means of working with data. She started using such tools and advising other people to adopt BigData concepts way before Hadoop, Spark and other related technologies became "must to know" tools for many IT professionals.


Data Science Interview Questions & Answers

#artificialintelligence

Uplatz provides this frequently asked list of Data Science Interview Questions and Answers to help you prepare for the Data Scientist and Machine Learning Engineer interviews. This comprehensive list of important data science interview questions and answers might play a significant role in shaping your career and helping you get your next dream job. You can get into the mainstream of the Data Science world learning from this powerful set of Data Science interview questions. Data Science can be defined as multidisciplinary blend of trends prediction, data inference, algorithm development, and technology to solve analytically complex problems. At the core of data science is nothing but data.


WHAT CAN WE DO WITH ARTIFICIAL INTELLIGENCE?

#artificialintelligence

Today, artificial intelligence is used for a wide range of activities in different fields and industries. From education, healthcare, and entertainment to finance, electronic trading platforms, e-commerce platforms, transportation, and more, you'll find how artificial intelligence finds many applications in our lives today. No wonder why many aspiring job seekers want to learn artificial intelligence to enter a promising field that's changing almost every aspect of our lives significantly and is predicted to continue doing so in the future, albeit in a much more extensive way. If you're planning to get AI training and wondering what you can do with artificial intelligence, here are the top three domains that you may target (though the list isn't exclusive as you can have a lot more choices, as mentioned earlier): Artificial Intelligence is changing e-learning drastically. You can use AI to personalize learning for every individual student.


Learn about Arduino, Raspberry Pi, and more with this $20 course bundle

Mashable

As of June 23, get it for only $19.99. Even if you have no experience, the five-course Raspberry Pi and Arduino boot camp will help you get started learning about programming and robotics. It's designed for complete beginners and walks you through Robot Operating System (ROS) basics first and foremost so that you can create powerful and scalable robot applications. Then you can apply those skills in the Raspberry Pi For Beginners and Arduino for Beginners courses. Each course is hands-on and takes you step by step through the basics of your first projects.


Top AI Courses Launched By Indian Institutions In 2021

#artificialintelligence

India is expected to invest $1 billion in artificial intelligence by 2023, according to a recent report from Project Management Institute (PMI), a Philadelphia-based non-profit organisation. Last year, the Indian government allocated $477 million to boost the country's AI ecosystem. Further, as part of the National Education Policy (NEP), AI will be introduced in school curriculums. Inarguably, India is making bottom-up changes to become an AI superpower. Below, we take a look at the latest AI courses offered by Indian institutions.