AI is no longer a distant concept—it’s here, it’s evolving fast, and Python is the language fuelling much of its momentum. Whether you’re curious about machine learning, neural networks, or automation, this course offers a sharp and structured approach to understanding artificial intelligence using Python. From foundational concepts to intelligent algorithm design, you'll gain a clear insight into how machines simulate thought and decision-making. Ideal for those who want to stay ahead of the tech curve, this course unpacks Python-based AI with clarity and a touch of dry charm. You won’t need to decipher jargon or get tangled in theory-heavy lectures. Instead, you’ll find logic, code, and clever explanations that speak to learners who value smart learning over flashiness. AI with Python might sound complex, but once you've seen it broken down our way, it’ll feel like you’ve learned to speak the language of the future. Learning Outcomes: Develop an understanding of the principles and practices of Artificial Intelligence (AI) Learn effective strategies for detecting patterns and natural language processing Develop analytical skills for creating AI models and programs Understand Python programming language and its applications in AI Be able to make informed decisions and navigate the complex and dynamic world of AI The "Learn AI with Python" course is designed to provide a comprehensive understanding of the principles and practices that underpin successful AI programming. Through engaging modules and real-world case studies, learners will gain insights into the basics of AI, advanced techniques for detecting patterns and natural language processing, and effective strategies for creating AI models and programs using Python programming language. By the end of the course, learners will be equipped with the knowledge and skills to make informed decisions and navigate the complex and dynamic world of AI. Whether you're a beginner or an experienced programmer, this course is a must-have for anyone interested in the world of AI. Learn AI with Python Course Curriculum Section 01: Introduction Section 02: Class Imbalance and Grid Search Section 03: Adaboost Regressor Section 04: Detecting patterns with Unsupervised Learning Section 05: Affinity Propagation Model Section 06: Clustering Quality Section 07: Gaussian Mixture Model Section 08: Classifiers Section 09: Logic Programming Section 10: Heuristic Search Section 11: Natural Language Processing How is the course assessed? Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%. Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Programmers looking to enhance their AI skills Business professionals interested in AI applications Computer science students interested in AI Entrepreneurs looking to incorporate AI into their products or services Anyone interested in gaining a comprehensive understanding of AI and its applications Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path AI Programmer: £30,000 - £70,000 per year Data Scientist: £30,000 - £80,000 per year Machine Learning Engineer: £35,000 - £90,000 per year AI Researcher: £40,000 - £100,000 per year Software Developer: £25,000 - £70,000 per year Certificates Certificate of completion Digital certificate - £9 You can apply for a CPD Accredited PDF Certificate at the cost of £9. Certificate of completion Hard copy certificate - £15 Hard copy can be sent to you via post at the expense of £15.
The "YAML Fundamentals" course helps beginners with the required skills to develop YAML documents. It will also help you gain skills to develop a properly structured YAML document in both block style and flow style. The "flow style" is also known as JSON style or compact style. If you are looking forward to adding YAML to your skillset, then this course is what you need. In today's market, every IT professional is expected to know YAML.
About Course Data Science and Data Analytics with Python: A Comprehensive Course for Beginners Unlock the power of data and gain insights that drive informed decisions with this comprehensive course on data science and data analytics with Python. This course is designed for beginners of all skill levels, with no prior programming experience required. You will learn the essential skills to embark on your data-driven journey, including: Data manipulation with NumPy and Pandas Data visualization with Matplotlib and Seaborn Statistical analysis with Python Machine learning and artificial intelligence You will also gain hands-on experience with real-world data projects, allowing you to apply your newfound knowledge to solve real-world problems. By the end of this course, you will be able to: Understand the fundamentals of data science and data analytics Apply Python to manipulate, visualize, and analyze data Use Python to build machine learning and artificial intelligence models Solve real-world data problems This course is the perfect launchpad for your data science journey. Whether you are looking to pivot your career, enhance your skill set, or simply quench your curiosity, this course will give you the foundation you need to succeed. Enroll today and start exploring the fascinating world of data science together! What Will You Learn? Understand the fundamentals of data science and data analytics Apply Python to manipulate, visualize, and analyze data Use Python to build machine learning and artificial intelligence models Solve real-world data problems Course Content Introduction to Python Data Science Introduction to Python Data Science Environment Setup Data Cleaning Packages Working with the Numpy package Working with Pandas Data science package Data Visualization Packages Working with Matplotlib Data Science package (Part - 1) Working with Matplotlib Data Science (Part - 2) A course by Uditha Bandara Microsoft Most Valuable Professional (MVP) RequirementsBeginners level knowledge for working with Data .Programming knowledge not required. Audience Beginners with no prior programming experience Anyone interested in learning data science and data analytics Audience Beginners with no prior programming experience Anyone interested in learning data science and data analytics
Course Overview Gain the capability to multi-skill in programming and make a full stack web GIS application by taking this course on creating Machine Learning for Predictive Maps in Python and Leaflet Level 4. This expertly compiled coaching will show you how to use the tools and functions of the most widely-used programming language in the world to make powerful forecasting applications. This comprehensive Python tutorial is the perfect way to learn how to create impressive and practical pieces of IT work. From basic installations to setting up unique predictive environments, you will be shown how to produce complex forecasting routines right from scratch and for all manner of uses. By mastering the foundational skills and knowledge of machine learning on the most popular platform, you will raise your profile to a higher level for employment opportunities and organisational value in the IT sector. This best selling Machine Learning for Predictive Maps in Python and Leaflet Level 4 has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Machine Learning for Predictive Maps in Python and Leaflet Level 4 is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Machine Learning for Predictive Maps in Python and Leaflet Level 4 is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Machine Learning for Predictive Maps in Python and Leaflet Level 4 is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Machine Learning for Predictive Maps in Python and Leaflet Level 4, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Machine Learning for Predictive Maps in Python and Leaflet Level 4 will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Machine Learning for Predictive Maps in Python and Leaflet Level 4 to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device. Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.
Overview Python Programming for Kids and Beginners Course is yet another 'Teacher's Choice' course from Teachers Training for a complete understanding of the fundamental topics. You are also entitled to exclusive tutor support and a professional CPD-accredited certificate in addition to the special discounted price for a limited time. Just like all our courses, this Python Programming for Kids and Beginners Course and its curriculum have also been designed by expert teachers so that teachers of tomorrow can learn from the best and equip themselves with all the necessary skills. Consisting of several modules, the course teaches you everything you need to succeed in this profession. The course can be studied part-time. You can become accredited within 05 Hours studying at your own pace. Your qualification will be recognised and can be checked for validity on our dedicated website. Why Choose Teachers Training Some of our website features are: This is a dedicated website for teaching 24/7 tutor support Interactive Content Affordable price Courses accredited by the UK's top awarding bodies 100% online Flexible deadline Entry Requirements No formal entry requirements. You need to have: Passion for learning A good understanding of the English language Be motivated and hard-working Over the age of 16. Certification CPD Certification from The Teachers Training Successfully completing the MCQ exam of this course qualifies you for a CPD-accredited certificate from The Teachers Training. You will be eligible for both PDF copy and hard copy of the certificate to showcase your achievement however you wish. You can get your digital certificate (PDF) for £4.99 only Hard copy certificates are also available, and you can get one for only £10.99 You can get both PDF and Hard copy certificates for just £12.99! The certificate will add significant weight to your CV and will give you a competitive advantage when applying for jobs. Section 01: Introduction to the Course Introduction 00:02:00 Course Curriculum 00:03:00 How to Get Pre-Requisites 00:02:00 Getting started on Windows, Linux or MacOs 00:02:00 How to ask Great Questions 00:02:00 Section 02: Setting up Local Coding Environment What is Python 00:02:00 Installing Python step by step 00:05:00 Setting up Pycharm for project 00:04:00 Installing Pycharm IDE (Code Editor) 00:08:00 Creating Python .py files 00:03:00 Hello World program 00:03:00 Section 03: Drawing with Python - Level 1 Introduction to turtle 00:03:00 Let's make a turtle 00:05:00 Move your turtle 00:03:00 Create triangle 00:05:00 Create square 00:04:00 Assessment 1 00:01:00 Solution for assessment 1 00:02:00 Section 03: Drawing with Python - Level 1 Introduction to variables 00:02:00 Datatypes 00:07:00 What is a variable 00:05:00 Using a variable 00:07:00 Learn Maths with coding 00:05:00 Assessment 2 00:02:00 Solution for assessment 2 00:02:00 Section 05: Logical operators Introduction to operators 00:02:00 How to think logically 00:04:00 Logical operators 00:02:00 AND operator 00:04:00 OR operator 00:02:00 NOT operator 00:05:00 Assessment 3 00:02:00 Solution for assessment 3 00:01:00 Section 06: IF-else Statements If-else Introduction 00:03:00 If statement 00:05:00 If-else statement 00:03:00 Assessment 4 00:01:00 Solution for assessment 4 00:02:00 Section 07: Creating Patterns Creating Patterns 00:03:00 How to Repeat 00:04:00 How a For Loop Works 00:03:00 Let's Experiment 00:03:00 Results 00:02:00 Assessment 5 00:01:00 Solution for Assessment 5 00:01:00 Section 08: Drawing with Python - Level 2 Adding colour 00:02:00 Create circle 00:05:00 Fill Colors on circles 00:03:00 Dots, Pensize 00:03:00 Assessment 6 00:01:00 Solution for assessment 6 00:02:00 Section 09: Project Project overview 00:01:00 Project Source Code Solution 00:02:00
Learning Outcomes After completing this course, learners will be able to: Learn Python for data analysis using NumPy and Pandas Acquire a clear understanding of data visualisation using Matplotlib, Seaborn and Pandas Deepen your knowledge of Python for interactive and geographical potting using Plotly and Cufflinks Understand Python for data science and machine learning Get acquainted with Recommender Systems with Python Enhance your understanding of Python for Natural Language Processing (NLP) Description Whether you are from an engineering background or not you still can efficiently work in the field of data science and the machine learning sector, if you have proficient knowledge of Python. Since Python is the easiest and most used programming language, you can start learning this language now to advance your career with the Data Science And Machine Learning Using Python : A Bootcamp course. This course will give you a thorough understanding of the Python programming language. Moreover, it will show how can you use Python for data analysis and machine learning. Alongside that, from this course, you will get to learn data visualisation, and interactive and geographical plotting by using Python. The course will also provide detailed information on Python for data analysis, Natural Language Processing (NLP) and much more. Upon successful completion of this course, get a CPD- certificate of achievement which will enhance your resume and career. Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post. Method of Assessment After completing this course, you will be provided with some assessment questions. To pass that assessment, you need to score at least 60%. Our experts will check your assessment and give you feedback accordingly. Career Path After completing this course, you can explore various career options such as Web Developer Software Engineer Data Scientist Machine Learning Engineer Data Analyst In the UK professionals usually get a salary of £25,000 - £30,000 per annum for these positions.
In this course, you will learn how to author machine learning models in Python without the aid of frameworks or libraries from scratch. Discover the process of loading data, evaluating models, and implementing machine learning algorithms.
Delve into the world of Python programming paired seamlessly with MySQL database management in this thoughtfully designed course. Whether you’re a complete beginner or someone keen to refresh your coding foundations, this course guides you through the essentials of Python—from understanding syntax and control structures to working with functions and modules. Alongside, you will become acquainted with MySQL, mastering the basics of database creation, queries, and data manipulation, ensuring a smooth integration between programming logic and data storage. This online course offers a clear and engaging pathway to developing your coding knowledge and database skills without the need for physical attendance. It balances technical depth with accessible explanations, making complex concepts approachable and even enjoyable. Ideal for individuals aiming to boost their programming portfolio or enhance their career prospects in software development and data handling, this course is designed to fit your schedule and learning pace with clarity and professionalism. Expert Support Dedicated tutor support and 24/7 customer support are available to all students with this premium quality course. Key Benefits Learning materials of the Design course contain engaging voiceover and visual elements for your comfort. Get 24/7 access to all content for a full year. Each of our students gets full tutor support on weekdays (Monday to Friday) Course Curriculum: Here is a curriculum breakdown of the Python Programming from Scratch with My SQL Database course: Section 01: Getting Started Section 02: HTML Section 03: HTML Basic Section 04: HTML Intermediate Section 05: HTML Advanced Section 06:Python Introduction Section 07: Python Basic Section 08: Python Strings Section 09: Python Operators Section 10: Python Data Structures And much more... Course Assessment To simplify the procedure of evaluation and accreditation for learners, we provide an automated assessment system. Upon completion of an online module, you will immediately be given access to a specifically crafted MCQ test. The results will be evaluated instantly, and the score will be displayed for your perusal. For each test, the pass mark will be set to 60%. When all tests have been successfully passed, you will be able to order a certificate endorsed by the Quality Licence Scheme. Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). Who is this course for? This Python Programming from Scratch with My SQL Database course is designed to enhance your expertise and boost your CV. Learn key skills and gain a certificate of achievement to prove your newly-acquired knowledge. Requirements This Python Programming from Scratch with My SQL Database course is open to all, with no formal entry requirements. Career path Upon successful completion of the Python Programming from Scratch with My SQL Database Course, learners will be equipped with many indispensable skills and have the opportunity to grab.