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Discover the thrilling world of artificial intelligence with the 'Machine Learning Course with Python'. Immerse yourself in a voyage from foundational concepts, unveiling the mysteries behind algorithms, to diving deep into the cores of preprocessing, regression, and classification. Crafted meticulously, this course introduces Python as the catalyst, opening doors to data-driven decision-making and predictive analysis, empowering your journey in the ever-evolving field of machine learning. Learning Outcomes Grasp the foundational knowledge of various machine learning algorithms. Attain proficiency in preprocessing data for optimal outcomes. Master the nuances of regression analysis using Python. Delve into the intricacies of classification techniques. Enhance problem-solving abilities with practical Python-driven machine learning applications. Why choose this Machine Learning Course with Python course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Machine Learning Course with Python Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Who is this Machine Learning Course with Python course for? Aspiring data scientists eager to harness the power of machine learning. Python enthusiasts aiming to delve into its applications in AI. Professionals in the tech industry seeking a transition into data roles. Academics and researchers wanting to employ machine learning in their work. Business analysts aiming to leverage predictive analytics for better insights. Career path Data Scientist: £40,000 - £70,000 Machine Learning Engineer: £50,000 - £80,000 AI Researcher: £45,000 - £75,000 Data Analyst: £30,000 - £50,000 Python Developer: £35,000 - £65,000 Business Intelligence Developer: £40,000 - £60,000 Prerequisites This Machine Learning Course with Python does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Machine Learning Course with Python was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Module 01: Introduction to Machine Learning Algorithms Introduction to types of ML algorithm 00:02:00 Module 02: Preprocessing Importing a dataset in python 00:02:00 Resolving Missing Values 00:06:00 Managing Category Variables 00:04:00 Training and Testing Datasets 00:07:00 Normalizing Variables 00:02:00 Normalizing Variables - Python Code 00:03:00 Summary 00:01:00 Module 03: Regression Simple Linear Regression - How it works? 00:04:00 Simple Linear Regreesion - Python Implementation 00:07:00 Multiple Linear Regression - How it works? 00:01:00 Multiple Linear Regression - Python Implementation 00:09:00 Decision Trees - How it works? 00:05:00 Random Forest - How it works? 00:03:00 Decision Trees and Random Forest - Python Implementation 00:04:00 Module 04: Classification kNN - How it works? 00:02:00 kNN - Python Implementation 00:10:00 Decision Tree Classifier and Random Forest Classifier in Python 00:10:00 SVM - How it works? 00:04:00 SVM - Python Implementation 00:06:00 Assignment Assignment - Machine Learning Course with Python 00:00:00

Overview Learn how creative expression in a therapeutic environment can promote healing and improved mental wellbeing, with the complete Art Therapy.  In this Arts Therapy Bundle, you will learn about the benefits of creative expression in fostering healing, and how art journaling can improve mental wellbeing. It explores the psychology of colour, and how painting your emotions can help you to deepen your mental awareness and understand your thought processes better. Whether you are looking to become a qualified arts therapist, or want to facilitate your own healing through creative expression, this course provides the guidance you need to use therapy as a creative outlet. Please note that completing this online program does not qualify you to work as a licensed Art Therapist. Please contact with the HCPC or the RCSLT if you are looking for a course that meets the guideline of HCPC. Why buy this Art Therapy? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Art Therapy you will be able to take the MCQ test that will assess your knowledge. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Art Therapy does not require you to have any prior qualifications or experience. You can just enrol and start learning.  Prerequisites This Art Therapy was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Art Therapy is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Module 01: Introduction to Art Therapy Introduction to Art Therapy 00:17:00 Module 02: Art Therapy: Psychology and Neuroscience Art Therapy: Psychology and Neuroscience 00:18:00 Module 03: Art Therapy in Practice Art Therapy in Practice 00:18:00 Module 04: Creative Therapy Creative Therapy 00:14:00 Module 05: Mindful Creativity: Colour and Creation Mindful Creativity: Colour and Creation 00:17:00 Module 06: Art Therapy Techniques and Applications Art Therapy Techniques and Applications 00:34:00 Module 07: Using Mindfulness in Art Therapy Using Mindfulness in Art Therapy 00:26:00 Module 08: Drawings Drawings 00:35:00 Module 09: Reflective Writing Reflective Writing 00:22:00 Module 10: Art Therapy for Children Art Therapy for Children 00:21:00 Module 11: Art Therapy for Adults Art Therapy for Adults 00:18:00 Module 12: Art Therapy for Family Art Therapy for Family 00:33:00 Module 13: Illness and Art Illness and Art 00:15:00 Module 14: The Art Therapist The Art Therapist 00:00:00 Mock Exam Mock Exam - Art Therapy 00:20:00 Final Exam Final Exam - Art Therapy 00:20:00

This course is for absolute beginners to programming. In this course, you'll learn the foundation of programming and build your skill to become a Rust programmer. We'll start by building the Rust programming foundation and then implement our learning in a simple Rust project. No previous programming experience required.

Blockchain presents many opportunities for businesses around the world, though many people are still trying to wrap their heads around what it means and how it works. This easy-to-digest video explains all of this, and why it is an important aspect of knowledge around technology today. Length: 3:40 Learning Objectives Analyze the core principles of blockchain technology and the significance of blockchain's incorruptibility and ability to prevent fraud and data tampering.;Evaluate the diverse applications of blockchain across industries and explore how blockchain facilitates microtransactions and automates machine-to-machine transactions, making previously unfeasible payment models practical.;Assess the transformative potential of blockchain in loyalty programs and customer engagement strategies and its contributions to inventory management, asset tracking, and supply chain integrity, exemplified by its implementation in major organizations.;Anticipate the ongoing disruption, innovation, and changes blockchain technology will bring to the realms of commerce, marketing, and data security.

Learn how to protect yourself and others from cyber threats with our Diploma in Cyber Security Course. Boost your career opportunities in roles such as Cyber Security Analyst, Information Security Officer, or Ethical Hacker. Sign up now and enjoy expert-led learning and a recognized certification.

Free Level 4 QLS Endorsed Certificate | CPD Accredited | 120 CPD Points | Advanced Learning Materials | Lifetime Access

Free QLS Endorsed Certificate | FREE 2 CPD Courses & PDF Certificates | CPD Accredited | Lifetime Access | Tutor Support

Boost Your Career with Apex Learning and Get Noticed By Recruiters in this Hiring Season! Get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Now Learn how to grow plants and culture the soil to ensure effective horticulture management, by taking the highly advanced Horticulture Management course. The comprehensive course covers essential horticulture concepts to equip you with a solid understanding of performing adequate horticulture management. You'll learn about basic botany, plant classification, soil science, pest control measures, plant care essentials, and many more. During the course, you'll be thoroughly trained by a professional on plant nutrition, basic propagation, exotic and indoor plants, and lawn gardening. Along with this Horticulture Management course, you will get 10 premium courses, an original Hardcopy, 11 PDF Certificates (Main Course + Additional Courses) Student ID card as gifts. This Horticulture Management Bundle Consists of the following Premium courses: Course 01: Gardening and Horticulture Course 02: Hydroponics Gardening Course 03: Immunity Boosting Food Course 04: Diet and Nutrition Complete Food Composition Diploma Course 05: Facilities Management Level 3 Course 06: Natural Beekeeping Diploma Course 07: Personal Hygiene Course 08: Vegan (Vegetarian) Diet Course 09: Food Allergen Awareness Course 10: Time Management Course 11: First Aid at Work Build a horticultural house extension by enrolling today! Benefits you'll get choosing Horticulture bundle from Apex Learning: Pay for Horticulture once and get lifetime access to 11 CPD courses Certificates, student ID for the Horticulture title course included in a one-time fee Accessible, informative modules designed by expert instructors Learn Horticulture at your ease - anytime, from anywhere So, enrol in our Horticulture bundle now to advance your career! Curriculum: Course 01: - Gardening and Horticulture Introduction Structure and Function of Horticulture Plants Growth of Horticulture Plants Impact of Temperature Impact of Light Impact of Soil and Water Plant Propagation Plant Nutrition Harvesting, Training and Pruning Growing Plant Indoors Ornamental Horticulture and Garden Design Cut Floral Design and Landscaping Plant Pathology, Entomology and Weed Control Permaculture and Arboriculture Professional Opportunities Biotechnology Applications How will I get my Certificate? After successfully completing the course, you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £10 * 11 = £110) Hard Copy Certificate: Free (For The Title Course) PS The delivery charge inside the UK is £3.99, and the international students have to pay £9.99. CPD 115 CPD hours / points Accredited by CPD Quality Standards Requirements There is no time limit for completing this course; it can be studied in your own time at your own pace. Career path Having this expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included

MySQL Masterclass is the most comprehensive course available on MySQL, covering everything from the basics to advanced topics like stored routines, full-text search, and replication.

Advance your career in cloud computing with this carefully structured course on AWS CloudFormation. This course will equip you with all the necessary basic concepts such as writing CloudFormation templates, CloudFormation stacks, stack sets, nested stacks, puzzles, and much more.