In online learning platforms, particularly in rapidly growing computer programming courses, addressing the thousands of students' learning queries requires considerable human cost. The creation of intelligent assistant large language models (LLMs) tailored for programming education necessitates distinct data support. However, in real application scenarios, the data resources for training such LLMs are relatively scarce. Therefore, to address the data scarcity in intelligent educational systems for programming, this paper proposes a new Chinese question-and-answer dataset for Python learners. To ensure the authenticity and reliability of the sources of the questions, we collected questions from actual student questions and categorized them according to various dimensions such as the type of questions and the type of learners. This annotation principle is designed to enhance the effectiveness and quality of online programming education, providing a solid data foundation for developing the programming teaching assists (TA). Furthermore, we conducted comprehensive evaluations of various LLMs proficient in processing and generating Chinese content, highlighting the potential limitations of general LLMs as intelligent teaching assistants in computer programming courses.

This is the official application form for the Ghana Data Science Summit 2023 (IndabaX Ghana). Date of Conference: Saturday, 13th May, 2023 Venue: Methodist University College, Accra Please read the following general instructions/comments before completing the application: (1) Please respond to as many questions as you can in a truthful manner. (2) All applications will be reviewed by the organizing team and decisions made based on interest and academic and professional background. If you are new to this field, you are still welcome to apply. (3) Admission to the conference is free but you must be accepted by the organizing team to attend. (4) Please submit only ONE application. Multiple applications will be disqualified. (5) This year's conference will take place in one day and will comprise a hands-on tutorials session, a hackathon and poster presentations. You will be asked to indicate your interest in this form. Kindly note that you can either choose the hands-on tutorial session OR the hackathon and NOT BOTH. Also, regardless of the option you choose, you can submit a proposal for a poster presentation. Hands-On Tutorials (Recommended for Beginners) The hands-on tutorial will cover basics in Python programming useful for Machine Learning. We would cover topics like Python Lists, Introduction to Numpy, and Introduction to Scikit-Learn. Additionally, we would go over a practical project using Python. This project will guide you in a step-by-step process of building a Machine Learning Project with Python. We encourage all participants who would be selected to participate to bring along their laptops. No prior knowledge of Python programming or Machine Learning is required. Hackathon (Recommended for Intermediates and Experts) The Hackathon will be based on a practical Machine Learning project where you would have access to a starter notebook. You will be required to work in a team to come up with a better solution that can get the best score on the leaderboard. All selected participants are highly encouraged to come along with their laptops to participate in the competition. We would also not be providing any GPUs as you will not necessarily need this in the Hackathon. Advanced or intermediate knowledge in Python programming and machine learning is highly required. Prizes will be awarded to the best 3 teams on the leaderboard. (6) Kindly email us via info@indabaxghana.com if you have any questions. www.indabaxghana.com

With digitization, every organization and individual seeks tools and technologies that make manual tasks redundant. Performing repetitive tasks manually can be monotonous, time-consuming, and boring out even the most dedicated individuals over time. Besides, manually performed tasks are always prone to human error and bias. This is where the idea of automation comes in and makes life easier. The concept of automation is not relatively nascent; instead, it dates back to the 1780s, when the first automatic flour mill was developed.

As the field of machine learning continues to grow, there is an increasing demand for professionals with the skills and knowledge to develop and implement machine learning solutions. Whether you're a data scientist, engineer, or business professional looking to expand your skillset, pursuing an online machine learning course can help you stand out in the job market and take your career to the next level. To help you get started, we've compiled a list of 15 top-ranked online machine-learning certificates that you can pursue in 2023. These certificates are offered by reputable institutions and are designed to provide you with the theoretical knowledge and practical skills needed to succeed in the field of machine learning. Check out the 15 best machine learning courses below that will help you cement a spot in this ever-growing industry!

Python is one of the most versatile programming languages out there. Over the years, Python programming has grown to become the most popular programming language for building various machine learning applications. A key element of such applications is often to carry out some kind of prediction based on the data available for processing. Predictions have the facet of uncertainty that is tackled very easily using Python programming. Here, in this article, we will try to tackle one such problem.

Ready or not, health care is undergoing a massive transformation driven by artificial intelligence. But medical schools have barely started to teach about AI and machine learning -- creating knowledge gaps that could compound the damage caused by flawed algorithms and biased decision-support systems. "We're going to be at a point where we're not going to be able to catch up and be able to call out the technology defects or flaws," said Erkin Ötleş, a machine learning researcher working toward his medical degree and Ph.D. at the University of Michigan. "Without being armed with that set of foundational knowledge into how these things work, we're going to be at a disadvantage." In a recent commentary published in Cell Reports Medicine, Ötleş and a group of physicians and educators from the University of Michigan called for medical educators to make AI less of an afterthought and more of a core concept in undergraduate medical training.

This Python Course is for beginners. In this course, you will learn the Python basics through video lectures, quizzes, review exercises, and programming challenges. You will also understand computer science concepts such as flow control and functions. And you will also use Pycharm to write their Python programs.

Are you ready to take the PCAP – Certified Associate in Python Programming exam? This course is in the form of practice tests and consists of 420 questions that may appear during the PCAP – Certified Associate in Python Programming exam. Where necessary, explanations are added to the questions. This course allows you to confirm your proficiency and give you the confidence you need to earn the PCAP – Certified Associate in Python Programming certification. PCAP – Certified Associate in Python Programming certification is a professional, high-stakes credential that measures the candidate's ability to perform intermediate-level coding tasks in the Python language, including the ability to design, develop, debug, execute, and refactor multi-module Python programs, as well as measures their skills and knowledge related to analyzing and modeling real-life problems in OOP categories with the use of the fundamental notions and techniques available in the object-oriented approach.

It consists of 12 servos, an aluminum alloy bracket and a camera. It can flexibly complete a series of bionic actions, and realize omni-directional movement and six-dimensional attitude control. DOGZILLA S1 is equipped with a 9-axis IMU and a steering gear angle sensor, which can feedback its own posture and joint angle in real time. Based on these feedback data, the co-processor combines inverse kinematics algorithm to realize a variety of motion gaits. We use Raspberry Pi as its main controller, achieve various AI visual recognition functions through Python programming. Developers can also use DOGZILLA S1 to complete RVIZ and GAZEBO simulations.

Udemy is the biggest website in the world that offer courses in many categories, all the skills that you would be looking for are offered in Udemy, including languages, design, marketing and a lot of other categories, so when you ever want to buy a courses and pay for a new skills, Udemy would be the best forum for you. You can find payment courses, 100 free courses and coupons also, more than 12 categories are offered, and that what makes sure you will find the domain and the skill you are looking for. Our duty is to search for 100 off courses and free coupons. Python Programming Basics and Python Object Oriented Programming Guide for Python Programmers & Python Coders in a simple and easy way with Examples, quizzes, Resources & Python Projects to master Python from zero to hero. Why to master Python Programming?