This course covers Python for data science and machine learning in detail and is for a beginner in Python. You will also learn about core concepts of data science, exploratory data analysis, statistical methods, role of data, challenges of bias, variance and overfitting, model evaluation techniques, model optimization using hyperparameter tuning, grid search cross-validation techniques, and more.
Overview This comprehensive course on Machine Learning with Python will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Machine Learning with Python comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Machine Learning with Python. It is available to all students, of all academic backgrounds. Requirements Our Machine Learning with Python is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 4 sections • 21 lectures • 01:34:00 total length •Introduction to types of ML algorithm: 00:02:00 •SVM - Python Implementation: 00:06:00 •Introduction to types of ML algorithm: 00:02:00 •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 •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 •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
Delve into the deep mysteries of Sacred Geometry - 'Art of the Ever-True', under the gentle guidance of SAOG Studios' senior tutor Daniel Docherty. You will learn how to draw the primary four, five and six fold 'Creation' Diagrams with the traditional geometer's tools of compass and straightedge. You will be introduced to the inherent symbolism of these symmetries and how they may be developed into a myriad of pattern possibilities. The pace of this weekend course will be set with beginners in mind and there will be time to enjoy conversation and colour ... and of course tea, coffee and cake!!!
Get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £180 as a Gift - Enrol Complete Forestry Bundle Now Forestry sector is very essential to life on Earth. They provide us with clean air, clean water, and food. They also provide habitat for wildlife and are a major source of recreation and tourism. Although forests may seem managed best by nature, the branch of science called forestry deals with managing forests to benefit humans and the environment. If you are intrigued by the jungles and want to make a career out of it, you can take a look at this comprehensive Forestry bundle. Foresters use a variety of techniques to manage forests. These include protecting forests from fire and disease, planting new trees, and harvesting timber. They also work to conserve biodiversity by protecting endangered species and their habitats. Foresters also work to ensure that forests are sustainably managed so that they can continue to provide benefits for generations to come. In this Forestry bundle, you will get 11 courses related to forestry and agriculture. So, don't hesitate to enrol. Happy learning! Courses are included in this Forestry Bundle: Course 01: Forestry Course 02: Botany Course 03: Arboriculture Course 04: Agricultural Science Course 05: Gardening & Landscaping Course 06: Hydroponics Gardening Course 07: Kitchen Gardening Course 08: Mushroom Growing Course Course 09: Land Management Course Course 10: Environmental Health Course 11: Personal Hygiene Key features of this Forestry course: This Forestry bundle is CPD QS Accredited Learn from anywhere in the world Lifetime access Forestry is entirely online 24/7 Learner support The Forestry bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Forestry expertise and essential knowledge, which will assist you in reaching your goal. Moreover, you can learn Forestry from any place in your own time without travelling for classes. So, enrol Forestry now to advance your career! >>> Note: The detailed course curriculum is provided in the resource section <<< How will I get my Forestry Certificate? After successfully completing the Forestry 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) P.S. The delivery charge inside the U.K. is £3.99 and the international students have to pay £9.99. CPD 115 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Forestry students Environmentalists Eager learner Anyone seeking jobs in the forestry or agricultural sector Requirements This Forestry Training Course has been designed to be fully compatible with tablets and smartphones. Career path This Forestry bundle will assist you in pursuing a career in - Forestry worker Forest craftsperson Agricultural engineer Arboricultural officer Forest officer Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Forestry) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.
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Curriculum: Course 01: Environment Management Environment and Ecology Environmental Issues Environmental Planning Environmental Management System Ecosystem Management Environmental Law and Policy Improving Environmental Performance Environmental Management Audit Situational Environmental Management Review and Performance Course 02: Environmental Health Intro to Environmental Health Waste, Pollution and Pollutants Environment, Pollution, Climate Change and Health Recovering Resources and Managing Waste Food Waste Plastic Air Pollution Water Environmental Sustainability Course 03: Environmental Law Legal System What is Environmental Law International Environment law Environmental Organisations National Environmental Legacy Act The Environment and Economics Part 1 The Environment and Economics Part 2 Climate Change Environmental Impact Assessment Nature Conservation Kyoto Protocol and Paris Agreement Sustainable Development Compliance and Governance of Law Right to Information, Participation and Justice Enforcement of Environmental Law Course 04: Land Management Course Land Management: An Introduction Land Use and Land Use Planning Soil Management Land Degradation and Management Weed Management Watershed Management Irrigation Management Land Tenure, Administration and Transection Land Registration and Acquisition Land Law Course 05: Town Planning Introduction to Town Planning Process of Town Planning Residential Buildings and Neighbourhood Planning Streets Utilities Parks and Open Space Course 06: Architectural Studies Introduction to Architectural Studies Ancient Architecture Architectural Ideas and Movements Architectural Styles Art Deco Architectural Style Scandinavian Architectural Style Victorian Architectural Style Classical and Early Christian Architectural Style Gothic Architectural Style Baroque and Rococo Architectural Style Eclecticism Architectural Style Modern and Post-Modern Architectural Style Interior Designing Colour in Interior Designing Lighting in Interior Design Part One Lighting in Interior Design Part Two Course 07: Agricultural Science Introduction to Agricultural Science Horticulture and The Nursery Production Plant Propagation Soil Science Plant Nutrition Controlling Plant Pests Weed Control Home Gardening Ornamental Plants Cut Flowers Permaculture Aquaculture Animal Farming - Raising Beef Cattle Animal Farming - Milking of Dairy Cattle Course 08: Forestry Introduction to Forestry Forest Soil Forest Menstruation Forest Surveying Silviculture Forest Ecosystem Timber Harvesting (Part One) Timber Harvesting (Part Two) Urban Forestry Course 09: Diploma in Water Chemistry Introduction to Water Chemistry Concepts of Basic Chemistry Alkalinity of Water Hard Water and Basic Water Treatment Principles Water Treatment and Purification Chemical Processes of Water Treatment Inorganic Chemicals Volatile and Synthetic Organic Compounds Metalloid Section Metals and Heavy Metal Section Laboratory Safety Chemical Hygiene Plan Course 10: Carbon Literacy Knowledge | Course Introduction to Carbon Literacy The Carbon Cycle Global Warming and Climate Change Solutions for Global Warming Steps to Take for a Cleaner Tomorrow Course 11: Solving Climate Change Problems with Renewable Energy Renewable Energy Basics Renewable Energy Applications Course 12: Ultimate Geology Course Course Promo Introduction Solar System Geologic Time Inside Earth Plate Tectonics Weathering Deserts & Winds Minerals Sedimentary Rocks Metamorphic Rocks Igneous Rock Deformation Volcanoes Mass Wasting Surface Water Course 13: International Development Studies Measurement and Morality in International Development Governance and Development Global Health and Development Gender and Development Global Poverty, Inequality and Development Economic Development Environment and Development Innovation and Technology International Migration and Development Theories of Development and Globalisation An International Development Actor Course 14: Process Improvement: Reduce Waste Introduction Fundamentals of Waste The 8 Wastes VA vs. NVA And Much More... 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 (For The Title Course) Hard Copy Certificate: Free (For The Title Course) CPD 145 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Environment Management Courses bundle. Requirements Our Environment Management Courses course is fully compatible with PCs, Macs, laptops, tablets and Smartphone devices. Career path Having this Environment Management Courses expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included
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Curriculum: Course 01: Environment Management Environment and Ecology Environmental Issues Environmental Planning Environmental Management System Ecosystem Management Environmental Law and Policy Improving Environmental Performance Environmental Management Audit Situational Environmental Management Review and Performance Course 02: Environmental Health Intro to Environmental Health Waste, Pollution and Pollutants Environment, Pollution, Climate Change and Health Recovering Resources and Managing Waste Food Waste Plastic Air Pollution Water Environmental Sustainability Course 03: Environmental Law Legal System What is Environmental Law International Environment law Environmental Organisations National Environmental Legacy Act The Environment and Economics Part 1 The Environment and Economics Part 2 Climate Change Environmental Impact Assessment Nature Conservation Kyoto Protocol and Paris Agreement Sustainable Development Compliance and Governance of Law Right to Information, Participation and Justice Enforcement of Environmental Law Course 04: Land Management Course Land Management: An Introduction Land Use and Land Use Planning Soil Management Land Degradation and Management Weed Management Watershed Management Irrigation Management Land Tenure, Administration and Transection Land Registration and Acquisition Land Law Course 05: Town Planning Introduction to Town Planning Process of Town Planning Residential Buildings and Neighbourhood Planning Streets Utilities Parks and Open Space Course 06: Architectural Studies Introduction to Architectural Studies Ancient Architecture Architectural Ideas and Movements Architectural Styles Art Deco Architectural Style Scandinavian Architectural Style Victorian Architectural Style Classical and Early Christian Architectural Style Gothic Architectural Style Baroque and Rococo Architectural Style Eclecticism Architectural Style Modern and Post-Modern Architectural Style Interior Designing Colour in Interior Designing Lighting in Interior Design Part One Lighting in Interior Design Part Two Course 07: Agricultural Science Introduction to Agricultural Science Horticulture and The Nursery Production Plant Propagation Soil Science Plant Nutrition Controlling Plant Pests Weed Control Home Gardening Ornamental Plants Cut Flowers Permaculture Aquaculture Animal Farming - Raising Beef Cattle Animal Farming - Milking of Dairy Cattle Course 08: Forestry Introduction to Forestry Forest Soil Forest Menstruation Forest Surveying Silviculture Forest Ecosystem Timber Harvesting (Part One) Timber Harvesting (Part Two) Urban Forestry Course 09: Diploma in Water Chemistry Introduction to Water Chemistry Concepts of Basic Chemistry Alkalinity of Water Hard Water and Basic Water Treatment Principles Water Treatment and Purification Chemical Processes of Water Treatment Inorganic Chemicals Volatile and Synthetic Organic Compounds Metalloid Section Metals and Heavy Metal Section Laboratory Safety Chemical Hygiene Plan Course 10: Carbon Literacy Knowledge | Course Introduction to Carbon Literacy The Carbon Cycle Global Warming and Climate Change Solutions for Global Warming Steps to Take for a Cleaner Tomorrow Course 11: Solving Climate Change Problems with Renewable Energy Renewable Energy Basics Renewable Energy Applications CPD 115 CPD hours / points Accredited by CPD Quality Standards Who is this course for? 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This two-day course, led by Natasha Mann, will introduce students to the Art of Zouaq. Zouaq is a painting technique original to Morocco which creates arresting and powerful designs. Found painted onto ceilings, doors, furniture and wooden objects it is an integral part of the decoration of private homes and sacred spaces in Morocco. Students will also be given an introduction to the history of Zouaq and its different styles. Using the traditional techniques of egg tempera painting using hand ground natural pigments from earth and minerals, participants will choose their favourite design from a portfolio of Moroccan geometric patterns (ideally drawn during the prior Moroccan Geometric Pattern course (17 Sept. 2021) to create a stunning painting on wood to take home
An online gathering at the Soul Shed to journey into your inner world through forest story. The clearing in the centre of the forest is a magical place of transformation and one where new contact can be made with the creatures and characters of our inner world. If you are new to intuitive creativity, and The Soul Shed approach to exploring, know that you need no experience to participate in these sessions apart from in being you! Bring your curiosity and imagination, and the forest clearing will contain what you need, as a map and a mirror to learn about yourself in a gentle non-intrusive way. Supported by the trees of the forest, we will find this space within and take our time here, meeting with achetypal characters like Red Riding Hood, Woodcutter, Wolf, Green man and woman, Rapunzel, Prince and Sleeping Beauty, discerning which of these beings wants to share their wisdom with each of us. This is an opportunity to go into the world of forest story and to explore your intuitive creativity as a wisdom stream you can connect with through your embodied presence! Click to join The Soul Shed mailing list Note: This is the fifth in a series of seven crafted gatherings for creators, healers, unseen sustainers, and all those longing to cultivate depth and sacredness in everyday life. See also the on to one offerings on Little Red, the Green Man and Woman, Rapunzel and Sleeping Beauty. Feel free to book the earlier ones as you need, and at a time to suit you. and for a blog post about the whole series, click here