259 Harvest courses

Turn Your Dreams into Reality with the Estate Gardener - Estate Gardening and Maintenance Course Training course. This comprehensive Estate Gardener - Estate Gardening and Maintenance Course online course will equip you with the knowledge and skills you need to succeed in your chosen field. Whether you're a beginner or looking to take your career to the next level, this course has covered you. Key Learning Outcomes: Understanding the core concepts and theories in your field Building your knowledge and skills through practical, hands-on learning Developing the ability to think critically and solve problems effectively Enhancing your communication skills and the ability to work effectively with others Gaining a competitive edge in your career and reaching your full potential With a flexible online format that allows you to learn at your own pace, Estate Gardener - Estate Gardening and Maintenance Course training course offers a convenient and accessible way to boost your career prospects. So why wait? Enrol today and take the first step towards success! Vital Component of the Estate Gardener - Estate Gardening and Maintenance Course course: CPD Accredited Course Unlimited Retake Exam & Tutor Support Easy Accessibility to the Course Materials 100% Learning Satisfaction Guarantee Lifetime Access & 24/7 Support Self-paced online course Modules Covers to Explore Multiple Job Positions Transform your career with the Estate Gardener - Estate Gardening and Maintenance Course Bundle! Perfect your skills and stand out in the employment market with our comprehensive training program. Impress potential employers and add valuable expertise to your resume. Don't wait-enrol in the Estate Gardener - Estate Gardening and Maintenance Course Bundle now and take the first step towards a successful and fulfilling career! Course Outline: Module 01: Introduction to Horticulture Module 02: Structure and Function of Horticulture Plants Module 03: Growth of Horticulture Plants Module 04: Impact of Temperature Module 05: Impact of Light Module 06: Impact of Soil and Water Module 07: Plant Propagation Module 08: Plant Nutrition Module 09: Harvesting, Training and Pruning Module 10: Growing Plant Indoors Module 11: Ornamental Horticulture and Garden Design Module 12: Cut Floral Design and Landscaping Module 13: Plant Pathology, Entomology and Weed Control Module 14: Permaculture and Arboriculture Module 15: Professional Opportunities in Horticulture Module 16: Biotechnology Applications in Horticulture CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This course is the perfect fit for anyone seeking to start or advance in the Estate Gardener - Estate Gardening and Maintenance Course industry. Whether you're a beginner or looking to expand your knowledge, this comprehensive training will provide you with the essential skills and expertise to succeed. Requirements Join the Excitement-With this Estate Gardener - Estate Gardening and Maintenance Course course, there's no limit to what you can achieve. From day one, you'll be on your way to building a fulfilling career in this thriving field. No prior experience is required to enrol in this course. Career path Upon completion, you'll have the opportunity to pursue a variety of in-demand Estate Gardener - Estate Gardening and Maintenance Course jobs, with endless possibilities for growth and success. Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hardcopy Certificate Hard copy certificate - £10.79 CPD Accredited Hardcopy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

*** A Better Pathway for Rapid Growth! Limited Time Opportunity; Hurry Up! *** Are you passionate about fresh, home-grown food? Embrace the joy of kitchen gardening with our online course - Kitchen Gardening: Fresh Fruits and Vegetables! This course offers you the opportunity to cultivate your green thumb and relish the delightful sense of accomplishment that comes from nurturing your own produce. Grow fresh fruits and vegetables right at your doorstep, knowing exactly where your food comes from. Slash your supermarket bills while enjoying better taste and nutritional value! Your health and wellbeing will thank you for the pesticide-free, chemical-free produce. Kitchen gardening isn't just about growing food, it's about growing joy. The therapeutic effect of tending to plants, being in touch with nature, even within your own home, is scientifically proven to reduce stress. Plus, it's a recreational activity the whole family can partake in, an engaging way to teach kids about nature's cycle. Beyond these, our Kitchen Gardening: Fresh Fruits and Vegetables course is specifically designed to be user-friendly. Whether you're a seasoned gardener or an absolute beginner, our step-by-step tutorials, interactive sessions, and expert guidance ensure you're well-equipped to start your journey. So why wait? Invest in your health, happiness, and self-sufficiency with our Kitchen Gardening: Fresh Fruits and Vegetables course. Let's reap the benefits of gardening, together! What will make you stand out? On completion of this Kitchen Gardening: Fresh Fruits and Vegetables online course, you will gain: CPD Certified Kitchen Gardening: Fresh Fruits and Vegetables Course After successfully completing the Kitchen Gardening: Fresh Fruits and Vegetables Course, you will receive a FREE PDF Certificate as evidence of your newly acquired abilities. Lifetime access to the whole collection of Kitchen Gardening: Fresh Fruits and Vegetables learning materials. The Kitchen Gardening: Fresh Fruits and Vegetables course online test with immediate results Enroling in the Kitchen Gardening: Fresh Fruits and Vegetables Course has no additional costs. You can study and complete the Kitchen Gardening: Fresh Fruits and Vegetables course at your own pace. Study for the Kitchen Gardening: Fresh Fruits and Vegetables course using any internet-connected device, such as a computer, tablet, or mobile device. The substantial Kitchen Gardening: Fresh Fruits and Vegetables is designed to help you demonstrate the preliminary to in-depth level of learning regarding this topic. Moreover, you will be provided with the most knowledgeable and informative modules for your lifetime by enroling in this Kitchen Gardening course just once. Furthermore, as you proceed through the modules of this Kitchen Gardening: Fresh Fruits and Vegetables course, you will discover the fundamentals of Kitchen Gardening and garden design and explore the key topics such as: Kitchen Gardening: Fresh Fruits and Vegetables Module 01: Introduction to Kitchen Gardening Module 02: Planning for Kitchen Gardening Module 03: Choosing Vegetables for Your Garden Module 04: Choosing Crops for Your Garden Module 05: Preparing Your Soil with Care Module 06: Preparing the Bed and Planting Your Crops Module 07: Maintaining your Garden and Best Practices Module 08: Practicing Eco-Friendly Pest Management Module 09: Harvesting Your Crops and Storing Safely Therefore, reinforce your knowledge and furnish your skills by enroling in our Kitchen Gardening: Fresh Fruits and Vegetables course. Take one step closer to achieving your goal. Show off your new skills with a certificate of completion When you have finished all of the Kitchen Gardening: Fresh Fruits and Vegetables course lectures, a digital certificate will be available for download. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Is This Kitchen Gardening: Fresh Fruits and Vegetables Course the Right Option for You? This Kitchen Gardening: Fresh Fruits and Vegetables course is recommended for anyone who is interested in learning more about this topic. You'll learn the fundamental ideas and gain a comprehensive understanding of the topic by taking this Kitchen Gardening: Fresh Fruits and Vegetables course. This Kitchen Gardening: Fresh Fruits and Vegetables course is open to everybody. You can access the Kitchen Gardening: Fresh Fruits and Vegetables course materials from any location in the world and there are no requirements for enrolment. You should enrol in this Kitchen Gardening: Fresh Fruits and Vegetables course if you: Aspire to understand Kitchen Gardening: Fresh Fruits and Vegetables better. Already working on Kitchen Gardening: Fresh Fruits and Vegetables and eager to learn more. Is a student pursuing a relevant field of study? Trying to get a job in Kitchen Gardening: Fresh Fruits and Vegetables-related fields. Requirements Without any formal requirements, you can delightfully enrol in this Kitchen Gardening course. Just get a device with internet connectivity and you are ready to start your learning journey. Thus, complete this Kitchen Gardening: Fresh Fruits and Vegetables course at your own pace. Career path The aim of this exclusive Kitchen Gardening: Fresh Fruits and Vegetables course is to help you toward your dream career. So, complete this Kitchen Gardening course and enhance your skills to explore opportunities in relevant areas.

Designing a garden requires a professional garden designer who can provide good design and know how to maintain these aesthetics. This course can assure that you will be skilled in knowing gardening design methods after taking it. If you want to become a professional garden designer or landscape artist then this Level 3 Diploma in Garden Design and Maintenance is perfect for you. You will learn to improve your skills in design and organizing the landscape of your client's garden to reach their high expectations. Course Highlights The price is for the whole course including final exam - no hidden fees Accredited Certificate upon successful completion at an additional cost Efficient exam system with instant results Track progress within own personal learning portal 24/7 customer support via live chat Level 3 Diploma in Garden Design and Maintenance has been given CPD accreditation and is one of the best-selling courses available to students worldwide. This valuable course is suitable for anyone interested in working in this sector or who simply wants to learn more about the topic. If you're an individual looking to excel within this field then Level 3 Diploma in Garden Design and Maintenance is for you. We've taken this comprehensive course and broken it down into several manageable modules which we believe will assist you to easily grasp each concept - from the fundamental to the most advanced aspects of the course. It really is a sure pathway to success. All our courses offer 12 months access and are designed to be studied at your own pace so you can take as much or as little time as you need to complete and gain the full CPD accredited qualification. And, there are no hidden fees or exam charges. We pride ourselves on having friendly and experienced instructors who provide full weekday support and are ready to help with any of your queries. So, if you need help, just drop them an email and await a speedy response. Furthermore, you can check the validity of your qualification and verify your certification on our website at anytime. So, why not improve your chances of gaining professional skills and better earning potential. Assessment and Certification At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. After you have successfully passed the final exam, you will be able to order an Accredited Certificate of Achievement at an additional cost of £19 for a PDF copy and £29 for an original print copy sent to you by post or for both £39. Career Path Not only does our CPD and CiQ accredited course look good on your CV, setting you apart from the competition, it can be used as a stepping stone to greater things. Further advance your learning, launch a new career or reinvigorate an existing one. On successful completion of this course, you have the potential to achieve an estimated salary of £20,000. The sky really is the limit. Course Curriculum Module 1: Gardening Basics Organic Gardening Basics 00:30:00 Having a Plan 00:30:00 Having the Right Tools 01:00:00 Making your Own Mulch 01:00:00 Natural Pest Control 00:30:00 Organic Fertilizer 01:00:00 Planting 01:00:00 Harvesting 01:00:00 What To Avoid 00:30:00 Benefits of Organic Gardening 01:00:00 Module 2: Organic Gardening Why Garden Organically? 01:00:00 Planning Your Organic Vegetable Garden 00:30:00 Growing Your Organic Vegetable Garden 00:30:00 Why Grow an Organic Herb Garden? 00:30:00 Growing an Organic Herb Garden 00:30:00 You Have Organically Grown Herbs, Now What? 01:00:00 Organic Garden Fertilizers 00:30:00 Organic Gardening Compost 00:30:00 Why Use Organic Pest Control? 01:00:00 How to Control Garden Pests Organically 00:30:00 How to Bring Your Organic Plants Indoors; for Easy Year Round Growth 00:30:00 Organic Container Gardening 01:00:00 Organic Hydroponic Gardening 00:30:00 Module 3: Attracting Butterflies WHY SHOULD YOU ATTRACT BUTTERFLIES? 01:00:00 A BUTTERFLY'S LIFE 01:00:00 PLANNING YOUR BUTTERFLY GARDEN 01:00:00 PLANTS TO ATTRACT BUTTERFLIES 01:00:00 Module 4: Garden Maintenance How to Take Care of your Garden 00:15:00 Beginning Garden Care for the New Homeowner 00:30:00 At Home Remedies for Garden Care 00:30:00 Common Garden Problems And Easy Garden Care Solutions 00:15:00 Dogs Beware: Garden Care for the Dog Friendly Home 00:30:00 Garden Care for all Flower and Vegetable Life 00:30:00 Garden Care for the New Neighbor 00:15:00 Garden Care in All Seasons 00:30:00 What to Look for in Plant Selection 00:15:00 Herb Garden Care: Types, Tricks and Tips for Success 00:30:00 How Not to Care for your Garden: Common Garden Care Mistakes to Avoid 00:15:00 How to Choose and Maintain Annuals 00:30:00 How to Make your Seedlings Grow 00:30:00 How to Make Garden Care a Fun Filled Family Activity 00:15:00 Winter Garden Care 00:30:00 Garden Care for All Corners of Your Yard 00:15:00 Must Have Garden Tools for the Proper Garden Care Year Round 01:00:00 Preparing for a Garden 00:30:00 Proper Care to Garden 00:15:00 So, You Want to Start a Garden? Garden Care 00:30:00 The Best Conditions and Home Remedy Secrets to Rose Garden Care 00:30:00 The Different Kinds of Plant Gardens and How to Care for Each Type 00:15:00 What Type of Garden are you Destined to Have? 00:30:00 Top Nine Garden Care Tips from the Experts 00:15:00 Mock Exam Mock Exam - Level 3 Diploma in Garden Design and Maintenance 00:30:00 Final Exam Final Exam - Level 3 Diploma in Garden Design and Maintenance 00:30:00

If you are interested in renewable energies and sustainable energy technology? Then this Professional Diploma in Renewable Energy course is ideal for you! This course is intended to enhance your knowledge to make the world a better place by producing energy from renewable resources. Besides, you'll understand various alternative energy resources. You'll be provided with a strong base and information on different types of renewable energies that can be practised for the betterment of the environment. Course Highlights The price is for the whole course including final exam - no hidden fees Accredited Certificate upon successful completion at an additional cost Efficient exam system with instant results Track progress within own personal learning portal 24/7 customer support via live chat Professional Diploma in Renewable Energy has been given CPD accreditation and is one of the best-selling courses available to students worldwide. This valuable course is suitable for anyone interested in working in this sector or who simply wants to learn more about the topic. If you're an individual looking to excel within this field then Professional Diploma in Renewable Energy is for you. We've taken this comprehensive course and broken it down into several manageable modules which we believe will assist you to easily grasp each concept - from the fundamental to the most advanced aspects of the course. It really is a sure pathway to success. All our courses offer 12 months access and are designed to be studied at your own pace so you can take as much or as little time as you need to complete and gain the full CPD accredited qualification. And, there are no hidden fees or exam charges. We pride ourselves on having friendly and experienced instructors who provide full weekday support and are ready to help with any of your queries. So, if you need help, just drop them an email and await a speedy response. Furthermore, you can check the validity of your qualification and verify your certification on our website at anytime. So, why not improve your chances of gaining professional skills and better earning potential. Assessment and Certification At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. After you have successfully passed the final exam, you will be able to order an Accredited Certificate of Achievement at an additional cost of £19 for a PDF copy and £29 for an original print copy sent to you by post or for both £39. Career Path Not only does our CPD and CiQ accredited course look good on your CV, setting you apart from the competition, it can be used as a stepping stone to greater things. Further advance your learning, launch a new career or reinvigorate an existing one. On successful completion of this course, you have the potential to achieve an estimated salary of £37,500. The sky really is the limit. Course Curriculum Professional Diploma in Renewable Energy - Updated Version An Introduction to Sustainable Energy 00:17:00 Solar Energy: Thermal 00:15:00 Solar Energy: Photovoltaics 00:20:00 Wind Energy 00:27:00 Bioenergy 00:26:00 Geothermal Energy 00:22:00 Tidal Energy 00:23:00 Environmental Impacts: A Global and Regional Assessment 00:24:00 Renewable Energy and Sustainable Development 00:22:00 The Future of Renewable Energy in the UK into the 2020s and Beyond 00:20:00 Professional Diploma in Renewable Energy - Old Version Renewable Energy Introduction 00:30:00 What is Renewable Energy? 00:30:00 Types of Renewable Energy 00:15:00 Solar Power 00:30:00 Wind Power 01:00:00 Hydropower 01:00:00 Biofuel 00:30:00 The Possibilities of Renewable Energy 01:00:00 Conclusion 00:15:00 Lowering Energy Cost Introduction 00:15:00 Determining The Current Costs 00:15:00 Cost over Savings Analysis 01:00:00 Getting Started By Finding Your Biggest Needs 01:00:00 Start Small For Big Savings 01:00:00 You're Window Savings 02:00:00 The Fireplace Advantage 01:00:00 Energy Saving Habits to Develop 02:00:00 The Thermostat 01:00:00 Energy Star: Understanding What It is 02:00:00 Outside the Home: Landscaping For Energy Benefits 01:00:00 Alternative Sources of Fuel 01:00:00 The Energy Efficient New Home 00:30:00 Conclusion 00:15:00 Being Environmentally Friendly Introduction 01:00:00 Energy at Home 01:00:00 Reduce the Use of Paper Products 01:00:00 Transportation 01:00:00 Lawn Care & Organic Gardening 01:00:00 Additional Tips for a Greener You! 01:00:00 Let's Recap! 01:00:00 Recycle It! 01:00:00 Renewable Energy Applications Government Incentives 01:00:00 Renewable Energy Is Key to Fighting Climate Change 01:00:00 Energy Audits 01:00:00 LEED 01:00:00 BREEAM 01:00:00 EPC 01:00:00 How to Choose Your Renewable Energy Sources 01:00:00 The Advantages and Disadvantages of Renewable Energy 01:00:00 Solar Geometry 01:00:00 Solar Chimney 00:30:00 Solar Wall 00:30:00 PV/Thermal 00:10:00 Passive Solar Heating 01:00:00 Solar Water Heaters 00:30:00 Solar Photovoltaic Technology Basics 00:30:00 Other Energy Saving Technologies 00:15:00 Underground Thermal Energy Storage (UTES) 00:15:00 Combined Heat and Power 00:15:00 Trigeneration / CCHP 00:15:00 Rainwater Harvesting 00:15:00 Fuel Cell 00:15:00 Earth Duct 00:15:00 Light Pipe 00:15:00 Conclusion 00:15:00 Recommended Reading Recommended Reading: Professional Diploma in Renewable Energy 00:00:00 Mock Exam Mock Exam- Professional Diploma in Renewable Energy 00:30:00 Final Exam Final Exam- Professional Diploma in Renewable Energy 00:30:00

Our comprehensive program is meticulously crafted to equip you with the essential skills and knowledge required to thrive in your chosen field. Developed by seasoned professionals with years of industry experience, this course is ideal for those seeking to kickstart their careers or enhance their existing skill set. Featuring an engaging audio-visual presentation and easily digestible modules, our program facilitates a self-paced learning experience. Our dedicated online support team is available on weekdays to provide assistance throughout your journey. Key Learning Outcomes: Grasp the fundamentals and their practical applications. Cultivate the necessary skills for success in your field. Apply newfound knowledge to real-world scenarios. Develop effective solutions for relevant topics. Elevate your employability and career prospects.   Designed to give you a competitive edge in the job market, this course offers lifetime access to materials and the flexibility to learn at your own pace, from the comfort of your home. Why Choose Us? Learn at your own pace with 24/7 online access to course materials. Benefit from full tutor support available Monday through Friday. Acquire essential skills in the convenience of your home through informative video modules. Enjoy 24/7 assistance and advice via email and live chat. Study on your preferred device - computer, tablet, or mobile. Gain a thorough understanding of the course content. Improve professional skills and earning potential upon completion. Access lifetime course materials and expert guidance. Enjoy the convenience of online learning with flexible schedules. Why Enroll in This Course? Our program provides a comprehensive introduction to the subject matter, laying a solid foundation for further study. It empowers students to acquire knowledge and skills applicable to both their professional and personal lives. Assessment: The course incorporates quizzes to evaluate your understanding and retention of the material. These quizzes pinpoint areas for further practice, allowing you to review course materials as needed. Successfully passing the final quiz qualifies you for a certificate of achievement. Career Path: Our course is meticulously designed to equip you for success in your chosen field. Upon completion, you'll have the qualifications to pursue diverse career opportunities across various industries. Course Content Beekeeping for Beginners to Advanced - Online Module 1: Introduction to Beekeeping Module 2: Bee Biology and Behaviour Module 3: Setting Up Your Apiary Module 4: Bee Health and Disease Management Module 5: Harvesting and Processing Module 6: Advanced Beekeeping Techniques Module 7: Regulations, Ethics, and Sustainability Module 8: Challenges and Troubleshooting

Embark on a journey through Hydroponic Horticulture. From system design to pest management, this course provides a comprehensive understanding of hydroponic farming, ensuring you’re equipped with the knowledge for successful cultivation and business operations.

Duration 1 Days 6 CPD hours This course is intended for It is essential information for beginning IT Asset Managers and other IT professionals involved in asset management, resource budgeting, finance, software licensing, contract management and strategic planning. Overview During this course, students learn best practices in Software Asset Management Reducing Risk Increasing Accountability Uncovering Savings Gaining Control of the IT Environment The IAITAM Certified Software Asset Manager (CSAM) Course is a foundational education program that ensures students are able to manage software assets. Students also learn about the ever-changing variables throughout our industry. From software piracy and compliance issues to legislation and organizational challenges, it is necessary to evaluate both the internal and external influences that bring about change in how organizations manage their IT assets. A successful Software Asset Manager must look at the overall goals of the organization and determine where Software Asset Management will be a strategic influence in achieving those goals. This course also includes the exam for CSAM certification. Course Outline The Scope of Software Strategic License Management Software Harvesting License Documentation The Right to Audit Proactive vs. Reactive SAM Developing Goals Savings Opportunities ITAM Compliance Audit Letter Examples of License Data Documentation Compliance Enforcement Understanding the EULA Due Diligence for Compliance The Art of Negotiation Ts & Cs Advice ITAM Automation Selecting a Discovery Tool ITAM Repository Hardware & Organizational Impacts Additional course details: Nexus Humans Certified Software Asset Manager (CSAM) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Certified Software Asset Manager (CSAM) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Duration 2 Days 12 CPD hours This course is intended for Audience: Data Scientists, Software Developers, IT Architects, and Technical Managers. Participants should have the general knowledge of statistics and programming Also familiar with Python Overview ? NumPy, pandas, Matplotlib, scikit-learn ? Python REPLs ? Jupyter Notebooks ? Data analytics life-cycle phases ? Data repairing and normalizing ? Data aggregation and grouping ? Data visualization ? Data science algorithms for supervised and unsupervised machine learning Covers theoretical and technical aspects of using Python in Applied Data Science projects and Data Logistics use cases. Python for Data Science ? Using Modules ? Listing Methods in a Module ? Creating Your Own Modules ? List Comprehension ? Dictionary Comprehension ? String Comprehension ? Python 2 vs Python 3 ? Sets (Python 3+) ? Python Idioms ? Python Data Science ?Ecosystem? ? NumPy ? NumPy Arrays ? NumPy Idioms ? pandas ? Data Wrangling with pandas' DataFrame ? SciPy ? Scikit-learn ? SciPy or scikit-learn? ? Matplotlib ? Python vs R ? Python on Apache Spark ? Python Dev Tools and REPLs ? Anaconda ? IPython ? Visual Studio Code ? Jupyter ? Jupyter Basic Commands ? Summary Applied Data Science ? What is Data Science? ? Data Science Ecosystem ? Data Mining vs. Data Science ? Business Analytics vs. Data Science ? Data Science, Machine Learning, AI? ? Who is a Data Scientist? ? Data Science Skill Sets Venn Diagram ? Data Scientists at Work ? Examples of Data Science Projects ? An Example of a Data Product ? Applied Data Science at Google ? Data Science Gotchas ? Summary Data Analytics Life-cycle Phases ? Big Data Analytics Pipeline ? Data Discovery Phase ? Data Harvesting Phase ? Data Priming Phase ? Data Logistics and Data Governance ? Exploratory Data Analysis ? Model Planning Phase ? Model Building Phase ? Communicating the Results ? Production Roll-out ? Summary Repairing and Normalizing Data ? Repairing and Normalizing Data ? Dealing with the Missing Data ? Sample Data Set ? Getting Info on Null Data ? Dropping a Column ? Interpolating Missing Data in pandas ? Replacing the Missing Values with the Mean Value ? Scaling (Normalizing) the Data ? Data Preprocessing with scikit-learn ? Scaling with the scale() Function ? The MinMaxScaler Object ? Summary Descriptive Statistics Computing Features in Python ? Descriptive Statistics ? Non-uniformity of a Probability Distribution ? Using NumPy for Calculating Descriptive Statistics Measures ? Finding Min and Max in NumPy ? Using pandas for Calculating Descriptive Statistics Measures ? Correlation ? Regression and Correlation ? Covariance ? Getting Pairwise Correlation and Covariance Measures ? Finding Min and Max in pandas DataFrame ? Summary Data Aggregation and Grouping ? Data Aggregation and Grouping ? Sample Data Set ? The pandas.core.groupby.SeriesGroupBy Object ? Grouping by Two or More Columns ? Emulating the SQL's WHERE Clause ? The Pivot Tables ? Cross-Tabulation ? Summary Data Visualization with matplotlib ? Data Visualization ? What is matplotlib? ? Getting Started with matplotlib ? The Plotting Window ? The Figure Options ? The matplotlib.pyplot.plot() Function ? The matplotlib.pyplot.bar() Function ? The matplotlib.pyplot.pie () Function ? Subplots ? Using the matplotlib.gridspec.GridSpec Object ? The matplotlib.pyplot.subplot() Function ? Hands-on Exercise ? Figures ? Saving Figures to File ? Visualization with pandas ? Working with matplotlib in Jupyter Notebooks ? Summary Data Science and ML Algorithms in scikit-learn ? Data Science, Machine Learning, AI? ? Types of Machine Learning ? Terminology: Features and Observations ? Continuous and Categorical Features (Variables) ? Terminology: Axis ? The scikit-learn Package ? scikit-learn Estimators ? Models, Estimators, and Predictors ? Common Distance Metrics ? The Euclidean Metric ? The LIBSVM format ? Scaling of the Features ? The Curse of Dimensionality ? Supervised vs Unsupervised Machine Learning ? Supervised Machine Learning Algorithms ? Unsupervised Machine Learning Algorithms ? Choose the Right Algorithm ? Life-cycles of Machine Learning Development ? Data Split for Training and Test Data Sets ? Data Splitting in scikit-learn ? Hands-on Exercise ? Classification Examples ? Classifying with k-Nearest Neighbors (SL) ? k-Nearest Neighbors Algorithm ? k-Nearest Neighbors Algorithm ? The Error Rate ? Hands-on Exercise ? Dimensionality Reduction ? The Advantages of Dimensionality Reduction ? Principal component analysis (PCA) ? Hands-on Exercise ? Data Blending ? Decision Trees (SL) ? Decision Tree Terminology ? Decision Tree Classification in Context of Information Theory ? Information Entropy Defined ? The Shannon Entropy Formula ? The Simplified Decision Tree Algorithm ? Using Decision Trees ? Random Forests ? SVM ? Naive Bayes Classifier (SL) ? Naive Bayesian Probabilistic Model in a Nutshell ? Bayes Formula ? Classification of Documents with Naive Bayes ? Unsupervised Learning Type: Clustering ? Clustering Examples ? k-Means Clustering (UL) ? k-Means Clustering in a Nutshell ? k-Means Characteristics ? Regression Analysis ? Simple Linear Regression Model ? Linear vs Non-Linear Regression ? Linear Regression Illustration ? Major Underlying Assumptions for Regression Analysis ? Least-Squares Method (LSM) ? Locally Weighted Linear Regression ? Regression Models in Excel ? Multiple Regression Analysis ? Logistic Regression ? Regression vs Classification ? Time-Series Analysis ? Decomposing Time-Series ? Summary Lab Exercises Lab 1 - Learning the Lab Environment Lab 2 - Using Jupyter Notebook Lab 3 - Repairing and Normalizing Data Lab 4 - Computing Descriptive Statistics Lab 5 - Data Grouping and Aggregation Lab 6 - Data Visualization with matplotlib Lab 7 - Data Splitting Lab 8 - k-Nearest Neighbors Algorithm Lab 9 - The k-means Algorithm Lab 10 - The Random Forest Algorithm

Our Team Building Programmes are 'simply excellent' (quote from Unilever). They always deliver much greater energy' motivation and efficiently accelerates to a galvanised, integrated team for their Manager/Team Leader. They're great fun and very commercially orientated - the best of both key elements to a successful and long-lasting high performance team. A successful company is always made up of successful teams. Teams that can work autonomously with a clearly defined set of goals, roles, vision, responsibility and culture will always reach for and achieve far greater success than a team that works just as a group of individuals. Our team building solutions are individually built and geared towards teams at any level within an organisation, providing an independent and objective perspective to promote a common purpose such as the creation of a 'high performance team'. Out With The Old Traditionally, team building events have been restricted to certain levels of management where they head off site for a bit of archery, quad biking and paintballing or something along those lines. Then over some coffee and cocktails, business plans and more efficient ways to work are casually discussed. Whilst being out having fun instead of being at work may improve an individual person's mood, the effect will only be short-term, and will not go far in creating permanent and cohesive teams who are able to overcome challenges together and drive the business forward when back in the workplace. In With The New Today's business thinking is more strategic and certainly has to look for returns on the investment. That is why Dickson Training Ltd's team building programmes are bespoke and built to your requirements through research, understanding your business and, most importantly, what results and achievements you are looking to get out of the programme. Once "what success looks like" has been established, we create tasks and activities that will test your leadership, problem solving, communication and team work skills. When the tasks have been completed, the learning - both practical and theory - is debriefed to the group as well as how it will translate back in your business. Not only are our events great fun, but they provide participants with learning points they can act upon to improve or enhance the working practices/environment. Team Building That Gets Results We have a highly innovative team who design team builds to suit all budgets and time or space restrictions. Large or small, we will develop the perfect event to meet your commercial objectives, keeping in line with your values and company culture. More recently we have combined team galvanising events with ways to engage the participants with and support their local communities. This solution has proved extremely popular with our clients and we are continuing to develop more and more programmes doing exactly this. " Phil did everything in a very professional and focused manner, without losing sight of the overall aims or having 'fun'. When I moved to Airbus UK and subsequently European Aeronautic Defense and Space Company (EADS), I had no hesitation in recommending Phil and the team to deliver the required training and team events.  Without doubt Phil and his team are excellent providers of training, to suit even bespoke requirements, and I would not hesitate in recommending the team to any business in the future. " Glenn Brown, Systems & Expertise Manager, Airbus Personnel Service Augmented Skills – an Essay by Phil Dickson All of you, who are reading this, and all the people you meet and work with will have – ‘Augmented Skills’. So – if you are an IT Engineer or a Pharmacist; perhaps you are, or know, a Departmental Leader and you work with a Logistics Project Manager; these roles will demand core skills, whether they be technical know-how or qualifications in the discipline. But to be that bit better; more reliable; more effective & productive and therefore more valuable and, frankly, marketable – capitalizing on ‘Augment Skills’ comes into play. The I T Engineer who was a Chess Champion at Uni, which would indicate that they possess some key ‘Augmented skills’ including how they plan 3 steps ahead and are always prepared for the unexpected. The Pharmacist, who is a keen sportsperson in their private life, will likely be tenacious, team-orientated and disciplined – again these are superb qualities to have in this – or any – role. Your colleagues, as well as yourself, will have ‘Augmented Skills’ that will be an asset if only they are explored and applied to their role and indeed, career. Everyone has their own 'Super-power' If they love gardening, they are probably strategic, patient and inclined to research; if they cook or bake, they are usually well organized and comfortable with multi-tasking. A big reader will tend to be considered and possess good critical thinking faculties, and an amateur mechanic or keen DIY person will often be practical, resourceful and very determined. I have observed that many new Parents discover they have ‘Augmented Skills’ they didn’t know they had... such as getting order out of chaos and displaying industrial amounts of patience and good grace when they really do not feel like it. They very often become far more compassionate and empathetic. Most people have their very own ‘Superpower’. Invite your team members to offer their ‘Augmented Skills’ to your work-place – and just watch as it elevates the motivation levels and improves results. It’ll be very rewarding for all concerned – and for meeting the Team’s objectives, to encourage the person who is a talented artist to be a sounding board on some of the marketing imagery and layouts; for the team member who is great at Maths or resolving crosswords to be asked for their input to solving a problem that is causing logistical or operational headaches. Never exploit a Team member’s unique special skills at their expense I would like to stress, however, that it must never be an area where a team member gets exploited by harvesting their unique special skills to coerce them into taking on greater responsibilities and tasks without providing them with the commensurate salary and status. To do so would be immoral and, ultimately, counter-productive as it would lead to resentment and disenfranchisement. This is about encouraging people’s capability and inviting their input to boost confidence and enhance the team’s capability. Often, we need to be more than what our Job Description says It is also important to highlight that whatever a person’s role or function is – they will definitely need to have additional capabilities to be effective. The best example of this is when we designed and delivered a range of ‘Advanced Customer Care skills’ training sessions for the Met Office a few years ago…we met so many remarkably super-bright Meteorologists, many of whom were having to make significant adjustments to answering questions from Customers that seemed to be illogical and often, obtuse. It wasn’t enough for these Meteorologists to be highly skilled at interpreting data and identifying patterns – they needed ‘Augmented skills’ to make that information accessible to members of the public (and Council workers and Air Traffic controllers and Shipping agents) and many other people, as to what that particular weather system was going to be like in their area and at what time. They have to know how to ‘de-jargonise’ the material and provide succinct, clear, and yet temperate, descriptions without ever appearing exasperated, impatient or judgmental in response to sometimes quite silly questions. For a highly trained scientist – that can be counter-intuitive. Being Philosophical... and a wee bit pretentious At the risk of being a little Philosophical (and probably a wee bit pretentious) – in my own role of Trainer – my core skills have to include – being a very good communicator, an active listener and have innovative and engaging ways to convert an idea, or a model, into practical application that my Delegates and Clients gain tangible benefits from. This is how it applies to me... I really enjoy composing short, light classical-style piano pieces. Now, to do this well, you need to be able to find a transition from one chord or melody to a different theme or key. It has to be worked out very carefully to have incremental transitions and pleasant-sounding developments as the piece unfolds. I think I have become better at this as I have honed my skills as a composer. But I have realized that these very same skills have ‘Augmented’ my ability to help a Manager, or a Team, move from a state of conflict; tension; disfunction; disenfranchisement; lack of confidence to a place that is more harmonious with far greater productivity. The very same process of careful listening, considering options, taking well-considered steps, having a creative, sometimes brave, move towards a resolution are at play in both Training and Piano Compositions! Scheduled Courses Unfortunately this course is not one that is currently scheduled as an open course, and is only available on an in-house basis. Please contact us for more information.