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12 in 1 Career Guided Programme | Python, Data Science, ML, Tableau, SQL Programming, Data Mining, Business Analysis | 130 CPD Points | Tutor Support | Lifetime Access

Duration 3 Days 18 CPD hours This course is intended for This course is geared for Python-experienced attendees who wish to be equipped with the skills you need to use pandas to ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. Overview Working in a hands-on learning environment, guided by our expert team, attendees will learn to: Understand how data analysts and scientists gather and analyze data Perform data analysis and data wrangling using Python Combine, group, and aggregate data from multiple sources Create data visualizations with pandas, matplotlib, and seaborn Apply machine learning (ML) algorithms to identify patterns and make predictions Use Python data science libraries to analyze real-world datasets Use pandas to solve common data representation and analysis problems Build Python scripts, modules, and packages for reusable analysis code Perform efficient data analysis and manipulation tasks using pandas Apply pandas to different real-world domains with the help of step-by-step demonstrations Get accustomed to using pandas as an effective data exploration tool. Data analysis has become a necessary skill in a variety of domains where knowing how to work with data and extract insights can generate significant value. Geared for data team members with incoming Python scripting experience, Hands-On Data Analysis with Pandas will show you how to analyze your data, get started with machine learning, and work effectively with Python libraries often used for data science, such as pandas, NumPy, matplotlib, seaborn, and scikit-learn. Using real-world datasets, you will learn how to use the powerful pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will be able to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding lessons, you will explore some applications of anomaly detection, regression, clustering, and classification using scikit-learn to make predictions based on past data. Students will leave the course armed with the skills required to use pandas to ensure the veracity of their data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. Introduction to Data Analysis Fundamentals of data analysis Statistical foundations Setting up a virtual environment Working with Pandas DataFrames Pandas data structures Bringing data into a pandas DataFrame Inspecting a DataFrame object Grabbing subsets of the data Adding and removing data Data Wrangling with Pandas What is data wrangling? Collecting temperature data Cleaning up the data Restructuring the data Handling duplicate, missing, or invalid data Aggregating Pandas DataFrames Database-style operations on DataFrames DataFrame operations Aggregations with pandas and numpy Time series Visualizing Data with Pandas and Matplotlib An introduction to matplotlib Plotting with pandas The pandas.plotting subpackage Plotting with Seaborn and Customization Techniques Utilizing seaborn for advanced plotting Formatting Customizing visualizations Financial Analysis - Bitcoin and the Stock Market Building a Python package Data extraction with pandas Exploratory data analysis Technical analysis of financial instruments Modeling performance Rule-Based Anomaly Detection Simulating login attempts Exploratory data analysis Rule-based anomaly detection Getting Started with Machine Learning in Python Learning the lingo Exploratory data analysis Preprocessing data Clustering Regression Classification Making Better Predictions - Optimizing Models Hyperparameter tuning with grid search Feature engineering Ensemble methods Inspecting classification prediction confidence Addressing class imbalance Regularization Machine Learning Anomaly Detection Exploring the data Unsupervised methods Supervised methods Online learning The Road Ahead Data resources Practicing working with data Python practice

Duration 2 Days 12 CPD hours This course is intended for Sales engineers Account managers Networking engineers Technical and non-technical audiences Overview After taking this course, you should be able to: Understand the role that programmable infrastructure is having on the transition to the digital enterprise Describe Cisco DNA, its components and benefits, and explain a few use cases Describe the different technologies and solutions within the Cisco programmable infrastructure portfolio Describe Cisco DNA Center REST APIs Understand the functionality provided by Cisco WebEx Teams Describe Cisco CMX, services, and related APIs Describe the importance of DevOps culture within network operations in the shift to becoming a digital enterprise The Programming Use Cases for Cisco Digital Network Architecture (DNAPUC) v1.0 course highlights the shift toward the digital enterprise and examines the components, benefits, and use cases of Cisco Digital Network Architecture (Cisco DNA?) in an enterprise environment. You will learning about key platforms including Cisco© DNA Center, Cisco WebEx Teams?, Cisco Connected Mobile Experiences (CMX), and their related APIs. This course also covers open standards, tools, and network APIs that you can use to complement the Cisco DNA software portfolio, including Python, JavaScript Object Notation (JSON), Network Configuration Protocol (NETCONF), Representational State Transfer Configuration Protocol (RESTCONF), and Yet Another Next Generation (YANG). Understanding Programmable Infrastructure Digital Enterprise Four Pillars of Digitization Network Programmability and Automation What Should Be Automated? Quantifying Programmability and Automation for the Business Network Programmability and Automation Use Cases Introducing Cisco DNA Cisco DNA Overview Cisco DNA Components Benefits of Cisco DNA Cisco DNA Use Cases Describing Programmable Infrastructure Cisco Programmability Options Data Center Infrastructure Enterprise Network Programmability Streaming Telemetry Collaboration Management, Monitoring, and Analytics Describing Network APIs How APIs Enable Business Automation API Overview Data Encoding with JSON and XML RESTful APIs RESTCONF and NETCONF Overview Data Modeling with YANG Describing Cisco DNA Center APIs Cisco DNA Center Overview Cisco DNA Center Automation Enterprise Benefits Cisco DNA Center Applications and Use Cases Cisco DNA Center REST API Overview Case Study: Network Automation at Symantec Describing Cisco Collaboration APIs Cisco Webex Teams Overview Cisco Webex Teams Business Benefits Cisco Webex Teams API Overview Describing Cisco Mobility APIs Cisco CMX Overview Cisco CMX Programmability Business Benefits Cisco CMX Mobility Services API Overview Case Study: Victoria University and Cisco CMX Implementing DevOps Culture Within Network Operations Transition to DevOps CALMS Model (Culture, Automation, Lean, Measurement, Sharing) Role of Cisco Technology in the Transition to DevOps Additional course details: Nexus Humans Cisco Programming Use Cases for Cisco Digital Network Architecture v1.0 (DNAPUC) 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 Cisco Programming Use Cases for Cisco Digital Network Architecture v1.0 (DNAPUC) 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.

>> 12-Hour Knowledge Knockdown! Prices Reduced Like Never Before << Have you ever wondered how all those packages get delivered to your doorstep? The UK delivery industry is booming, with millions of parcels whizzing across the country every day. The need for professional delivery drivers is increasing, with typical annual pay ranging from £20,000 to £27,000, with room for development. But before you hop behind the wheel of a delivery van, there's some essential knowledge to pick up. Are you ready to ensure smooth deliveries, keep your vehicle in top shape, and navigate the roads with confidence? This Delivery Driving & Vehicle Maintenance Bundle Contains 5 of Our Premium Courses for One Discounted Price: Course 01: Introduction to the Delivery Driving Course 02: Vehicle Maintenance Course 03: Large Good Vehicles (LGV) Course 04: Manual Handling Course 05: Driving Theory Test Preparation Our comprehensive bundle covers an in-depth introduction to delivery driving, time management skills essential for maintaining punctuality, and valuable customer service training to ensure satisfaction at every doorstep. With our added emphasis on vehicle maintenance, keep your vehicle in prime condition, ensuring maximum efficiency and safety. Additionally, this bundle includes a course on driving theory test preparation, giving you a robust foundation for acing your driving tests. Learning Outcomes of Delivery Driving & Vehicle Maintenance Develop a comprehensive understanding of delivery driving principles and best practices. Master vehicle maintenance techniques for troubleshooting and routine repairs. Gain expertise in operating large goods vehicles (LGVs) safely and efficiently. Learn proper manual handling procedures to prevent injuries and ensure safety. Prepare for driving theory tests with comprehensive test preparation materials. Enhance your knowledge of safe and efficient transportation operations. So why wait? Enrol now and ignite your career with our Delivery Driving & Vehicle Maintenance Bundle today! Why Choose Our Delivery Driving & Vehicle Maintenance Course? Get a Free CPD Accredited Certificate upon completion of Delivery Driving & Vehicle Maintenance Get a free student ID card with Delivery Driving & Vehicle Maintenance Training The Delivery Driving & Vehicle Maintenance is affordable and simple to understand Lifetime access to the Delivery Driving & Vehicle Maintenance course materials The Delivery Driving & Vehicle Maintenance comes with 24/7 tutor support Start your learning journey straightaway! *** Course Curriculum *** Course 01: Introduction to the Delivery Driving Module 01: Introduction To The Delivery Driving Module 02: Delivery And Collection Module 03: Maintaining Records Module 04: Effective Route Planning Module 05: Stress Management Module 06: Driver CPC Module 07: Maintain Traffic Laws Module 08: Parking And Reversing Module 09: Driving In Adverse Weather Condition Module 10: Safety Regulations And Hygiene Module 11: Vehicle Maintenance And Safety Module 12: Zero Contact Delivery Methods Course 02: Vehicle Maintenance Module 1: Safety Rules & Introduction To Tools Module 2: General Maintenance For Car Mechanics Module 3: Dashboard Indicator Lights Module 4: Tires Module 5: Internal Combustion Engines & Engine Oil Module 6: The Cooling System Module 7: The Fuel System Module 8: The Electrical System Module 9: The Drive Train Module 10: Brakes Module 11: Buying A Car Course 03: Large Good Vehicles (LGV) Module 01: Knowing Your LGV Module 02: Characteristics Of Vehicle Module 03: Vehicle Limit Module 04: Loads And Load Restraint Module 05: Drivers' Hours And Records Module 06: Vehicles And Driving Module 07: Health And Conduct Module 08: LGV Safety Inspection Module 09: Qualified LGV Driver Module 10: Provisional LGV Licence =========>>>>> And 2 More Courses <<<<<========= How will I get my Certificate? After successfully completing the course, you will be able to order your Certificates as proof of your achievement. PDF Certificate: Free (Previously it was £12.99*5 = £63) CPD Hard Copy Certificate: £29.99 (Each) CPD 50 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Delivery Driving & Vehicle Maintenance bundle is suitable for everyone. This bundle is ideal for: New drivers Career changers Delivery driver hopefuls LGV license seekers Safety-conscious individuals Requirements You will not need any prior background or expertise in this Delivery Driving & Vehicle Maintenance bundle. Career path This Delivery Driving & Vehicle Maintenance bundle will allow you to kickstart or take your career in the related sector to the next stage. Delivery Driver HGV Driver Fleet Manager Logistics Coordinator Dispatcher Entrepreneur (Delivery Service) Certificates CPD Accredited Digital Certificate Digital certificate - Included Upon passing the Course, you need to order a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD QS for Free. CPD Accredited Hard Copy Certificate Hard copy certificate - £29 Please note that International students have to pay an additional £10 as a shipment fee.

The Telehandler and Forklift certification course provides learners with comprehensive training on operating forklifts safely and efficiently. It covers various aspects, including types of forklifts, moving and handling loads safely, refueling and recharging procedures, identifying operational risks and hazards, and adhering to relevant regulations and safety measures. Learning Outcomes: Understand the fundamental principles of forklift operation and the importance of operating safely. Identify different types of forklifts and their specific applications in various settings. Safely operate forklifts, considering factors like load weight, stability, and maneuvering techniques. Demonstrate proficiency in moving and handling loads to minimize risks of accidents and injuries. Implement safe refueling and recharging practices to prevent hazardous situations. Recognize and assess potential operational risks and hazards in the workplace. Comply with relevant regulations and safety measures to ensure a secure work environment for all personnel. Apply best practices for maintenance and inspection of forklifts to maintain their optimal performance and safety. Develop a safety-conscious mindset and foster a culture of safety in the workplace regarding forklift operations. Why buy this Telehandler and Forklift Certification? 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 Telehandler and Forklift Certification there will be a written assignment test which you can take either during or at the end of the course. 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 Telehandler and Forklift Certification course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Telehandler and Forklift Certification does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Telehandler and Forklift Certification 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 Telehandler and Forklift Certification is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Module 01: Introduction to Forklifts Introduction to Forklifts 00:20:00 Module 02: Types of Forklifts Types of Forklifts 00:15:00 Module 03: Operating Forklifts Safely Operating Forklifts Safely 00:28:00 Module 04: Moving and Handling Loads Safely Moving and Handling Loads Safely 00:22:00 Module 05: Refuelling and Recharging Safely Refuelling and Recharging Safely 00:14:00 Module 06: Operational Risks and Hazards Operational Risks and Hazards 00:26:00 Module 07: Regulations and Safety Measures Regulations and Safety Measures 00:27:00 Assignment Assignment - Telehandler and Forklift Certification 00:00:00

24-Hour Knowledge Knockdown! Prices Reduced Like Never Before Are you struggling to cook food for a large number of guests? Are you interested in building a career in the food service industry? The UK catering industry is booming, with a market value exceeding £60 billion and employing millions of people. Do you dream of managing a successful catering operation, ensuring exceptional food safety standards, or becoming a culinary master? If so, this comprehensive training bundle is for you! This unique bundle combines five essential courses to equip you for a leadership role in the catering industry. You'll gain a thorough understanding of catering management principles, from menu planning and costing to staff supervision and event coordination. Additionally, you'll master the HACCP food safety system, a globally recognised standard for hygiene and quality control. Learn to develop your awareness of food allergens to ensure the safety and well-being of your customers. This Diploma in Catering Management at QLS Level 4 course is endorsed by The Quality Licence Scheme and accredited by CPDQS (with 120 CPD points) to make your skill development & career progression more accessible than ever! Our Bundle contains 5 of our premium courses for one discounted price: Course 01: Catering Management Course 02: Diploma in HACCP Food Safety at QLS Level 5 Course 03: Diploma in Professional Chef Course 04: Higher Technician in Cooking and Gastronomy Course 05: Food Allergen Awareness Training Enrol Diploma in Catering Management training today to accomplish the possibilities that will drive your career forward and get ahead of the curve! Learning Outcomes of Catering Management Develop comprehensive knowledge of catering management principles and practices. Understand HACCP food safety standards and their practical implementation. Master advanced cooking techniques and culinary skills for professional chefs. Gain expertise in menu planning and incorporating culinary trends. Learn about food allergen awareness and accommodating dietary restrictions. Develop skills in event planning, staff management, and cost control. Why Choose Us? Get a Free CPD Accredited Certificate upon completion of Catering Management Get a free student ID card with Catering Management Training program (£10 postal charge will be applicable for international delivery) The Catering Management is affordable and simple to understand This course is entirely online, interactive lesson with voiceover audio Get Lifetime access to the Catering Management course materials The Catering Management comes with 24/7 tutor support Start your learning journey straightaway! *** Course Curriculum *** Course 01: Catering Management Module 01: An Overview of Catering Business Module 02: Laws and Legislations Regarding food Safety and Hygiene Module 03: Food Safety and Hygiene Module 04: Food Safety in Catering Module 05: Management of Food and Beverage Operations Module 06: Marketing and Human Resource Course 02: Diploma in HACCP Food Safety at QLS Level 5 Module 01: An Introduction to HACCP Module 02: HACCP and Food Safety Legislation Module 03: Food Safety Hazards Module 04: Planning a HACCP System Module 05: Creating the HACCP System Module 06: Principle 1: Hazard Analysis Module 07: Principle 2: Critical Control Points Module 08: Principle 3: Critical Limits Module 09: Principle 4: Monitoring Critical Control Points Module 10: Principle 5: Corrective Action Module 11: Principle 6: Verification of the HACCP System Module 12: Principle 7: Documentation Module 13: Implementing the HACCP System Module 14: HACCP Alternatives Course 03: Diploma in Professional Chef Becoming A Chef Kitchen Management Managing Restaurant Recipes =========>>>>> And 2 More Courses <<<<<========= How will I get my Certificate? After successfully completing the course, you will be able to order your Certificates as proof of your achievement. PDF Certificate: Free (Previously it was £12.99*5 = £65) CPD Hard Copy Certificate: £29.99 CPD 150 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this bundle. This bundle is ideal for: Aspiring Managers Catering Staff Career Changers Food Enthusiasts Restaurant Owners Requirements You will not need any prior background or expertise to enrol in this bundle. Career path After completing this bundle, you are to start your career or begin the next phase of your career. Food Safety Officer Food Safety Manager Food Safety Supervisor Senior food retailer Head Chef Restaurant and Café owner Supervisory food handler And many more! Certificates CPD Accredited Digital Certificate Digital certificate - Included Upon passing the Course, you need to order a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD QS for Free. CPD Accredited Hard Copy Certificate Hard copy certificate - £29.99 Please note that International students have to pay an additional £10 as a shipment fee. Diploma in Catering Management at QLS Level 4 Hard copy certificate - £99 Please note that International students have to pay an additional £10 as a shipment fee.

Description: The rate at which climate is changing is perilous. The significance of Gardening and Greenhouse management skills at this time of this generation is more than ever. In addition to becoming a greenhouse and gardening manager, you can pursue several related careers such as Greenhouse Manager, Professional Gardener, Agricultural Business Manager, Agricultural Supervisor etc. Gardening and Greenhouse management involves caring for a variety of plants used for landscape or floral design purposes. Greenhouse and nursery workers usually find indoor positions taking care of plants in order to protect them from harsh weather conditions. Greenhouse managers must be familiar with plant diseases, fertilizers and soils. If this motivates you, you should wait no more and join this course immediately! Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: 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. Before sitting for your final exam, you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy at the cost of £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Module 01: 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 01:00:00 Benefits of Organic Gardening 01:00:00 Module 02: 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 03: Vegetable Gardening INTRODUCTION 01:00:00 WHY SHOULD YOU CHOOSE GARDENING? 00:30:00 REQUISITES OF THE HOME VEGETABLE GARDEN 01:00:00 THE PLANTATION PLAN 01:00:00 VEGETABLE GARDEN RECORD 01:00:00 IMPLEMENTS AND THEIR USES 01:00:00 MANURES, FERTILIZERS AND MULCHING 02:00:00 THE SOIL AND ITS PREPARATION 01:00:00 STARTING WITH THE PLANTS 02:00:00 SOWING AND PLANTING 01:00:00 THE CULTIVATION OF VEGETABLES 01:00:00 THE VEGETABLES AND THEIR SPECIAL NEEDS 02:00:00 BEST VARIETIES OF THE GARDEN VEGETABLES 02:00:00 INSECTS AND DISEASES AND THE METHODS OF FIGHTING THEM 02:00:00 HARVESTING AND STORING 02:00:00 THE VARIETIES OF POME AND STONE FRUITS 02:00:00 PLANTING: CULTIVATION: FILLER CROPS 01:00:00 PRUNING, SPRAYING, HARVESTING 01:00:00 BERRIES AND SMALL FRUITS 02:00:00 A CALENDAR OF OPERATIONS 01:00:00 CONCLUSION 00:30:00 Module-4 How Does A Greenhouse Capture Heat? 00:30:00 Types Of Greenhouses 01:00:00 Tools And Materials For Your Greenhouse 00:30:00 Greenhouse Tables, Shelving And Plant Holders 00:15:00 Tips For Your Greenhouse 01:00:00 Learn The Benefits Of Greenhouse Gardening 00:30:00 Managing The Greenhouse Climate 00:30:00 Gardening Inside The Greenhouse 01:00:00 Greenhouse Kits For Plant Enthusiasts 01:00:00 Create A Warm And Suitable Environment Growth with Greenhouse Plastic 01:00:00 Module-5 Greenhouses: Where The Grass Is Green All Year-Round 00:30:00 What Makes Up The Greenhouse Structure? 00:30:00 Know Your Greenhouse Supplies 01:00:00 Equipments You'll Need For A More Productive Greenhouse 01:00:00 Supplies Needed For Your Greenhouse 01:00:00 What Every Gardener Needs To Know About Greenhouse Systems 01:00:00 How Does A Greenhouse Work: The Benefits That Can Be Derived From Its Operations 00:30:00 The Purposes Of Hydroponics Greenhouses 01:00:00 What You Get From Lean-To Greenhouses 00:30:00 Greenhouse Ideal For Small Areas 00:30:00 Module-6 Thinking Of Buying A Greenhouse? 00:30:00 Guidelines For Constructing Your Commercial Greenhouse 01:00:00 5 Essentials For A Commercial Greenhouse 00:30:00 Commercial Greenhouse Kits 00:15:00 Free Greenhouse Plan For You 00:30:00 Greenhouse Accessories And Their Utility 00:30:00 Greenhouse Designs 00:30:00 Fertilising Greenhouse Plants 00:30:00 Fertilisation Of Greenhouse Crops 01:00:00 Heating Up A Greenhouse 01:00:00 Module-7 Maintaining Humidity Levels Inside A Greenhouse 00:30:00 5 Factors To Consider When Choosing Greenhouse Lighting 01:00:00 The Business Relationship Between Farmers And Greenhouse Manufacturers 00:30:00 Identifying The Best Greenhouse Manufacturer 00:30:00 Paneling Up The Greenhouse 01:00:00 Choosing And Comparing Greenhouse Panels 00:30:00 Choosing A Window Greenhouse 00:30:00 Enjoying Greenhouse Gardening 01:00:00 Building An Easy And Cost-effective Greenhouse On Your Back Yard 00:30:00 Greenhouses On The Move 00:30:00 Module-8- Diploma in Greenhouse Growing Introduction 00:30:00 A Peek into a Greenhouse: a Primer What is a greenhouse? 00:30:00 Tools and Materials for Your Greenhouse 01:00:00 Tips for Your Greenhouse 01:00:00 Greenhouse Resources / References for Hobbyists 00:30:00 Your Wonderland 01:00:00 Growing Chillies & Peppers 00:30:00 Growing Tomatoes 01:00:00 Conclusion 00:30:00 Mock Exam Mock Exam- Gardening and Greenhouse Management Diploma 00:30:00 Final Exam Final Exam- Gardening and Greenhouse Management Diploma 00:30:00 Order Your Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Overview This comprehensive course on Python for Data Analysis will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Python for Data Analysis 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 Python for Data Analysis. It is available to all students, of all academic backgrounds. Requirements Our Python for Data Analysis 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 19 sections • 99 lectures • 00:08:00 total length •Welcome & Course Overview: 00:07:00 •Set-up the Environment for the Course (lecture 1): 00:09:00 •Set-up the Environment for the Course (lecture 2): 00:25:00 •Two other options to setup environment: 00:04:00 •Python data types Part 1: 00:21:00 •Python Data Types Part 2: 00:15:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1): 00:16:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2): 00:20:00 •Python Essentials Exercises Overview: 00:02:00 •Python Essentials Exercises Solutions: 00:22:00 •What is Numpy? A brief introduction and installation instructions.: 00:03:00 •NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes.: 00:28:00 •NumPy Essentials - Indexing, slicing, broadcasting & boolean masking: 00:26:00 •NumPy Essentials - Arithmetic Operations & Universal Functions: 00:07:00 •NumPy Essentials Exercises Overview: 00:02:00 •NumPy Essentials Exercises Solutions: 00:25:00 •What is pandas? A brief introduction and installation instructions.: 00:02:00 •Pandas Introduction: 00:02:00 •Pandas Essentials - Pandas Data Structures - Series: 00:20:00 •Pandas Essentials - Pandas Data Structures - DataFrame: 00:30:00 •Pandas Essentials - Handling Missing Data: 00:12:00 •Pandas Essentials - Data Wrangling - Combining, merging, joining: 00:20:00 •Pandas Essentials - Groupby: 00:10:00 •Pandas Essentials - Useful Methods and Operations: 00:26:00 •Pandas Essentials - Project 1 (Overview) Customer Purchases Data: 00:08:00 •Pandas Essentials - Project 1 (Solutions) Customer Purchases Data: 00:31:00 •Pandas Essentials - Project 2 (Overview) Chicago Payroll Data: 00:04:00 •Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data: 00:18:00 •Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach: 00:13:00 •Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials - Exercises Overview: 00:06:00 •Matplotlib Essentials - Exercises Solutions: 00:21:00 •Seaborn - Introduction & Installation: 00:04:00 •Seaborn - Distribution Plots: 00:25:00 •Seaborn - Categorical Plots (Part 1): 00:21:00 •Seaborn - Categorical Plots (Part 2): 00:16:00 •Seborn-Axis Grids: 00:25:00 •Seaborn - Matrix Plots: 00:13:00 •Seaborn - Regression Plots: 00:11:00 •Seaborn - Controlling Figure Aesthetics: 00:10:00 •Seaborn - Exercises Overview: 00:04:00 •Seaborn - Exercise Solutions: 00:19:00 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1): 00:19:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2): 00:14:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview): 00:11:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions): 00:37:00 •Project 1 - Oil vs Banks Stock Price during recession (Overview): 00:15:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3): 00:17:00 •Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview): 00:03:00 •Introduction to ML - What, Why and Types..: 00:15:00 •Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff: 00:15:00 •scikit-learn - Linear Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Linear Regression Model Hands-on (Part 2): 00:19:00 •Good to know! How to save and load your trained Machine Learning Model!: 00:01:00 •scikit-learn - Linear Regression Model (Insurance Data Project Overview): 00:08:00 •scikit-learn - Linear Regression Model (Insurance Data Project Solutions): 00:30:00 •Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc.: 00:10:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 2): 00:20:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 3): 00:11:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Overview): 00:05:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Solutions): 00:15:00 •Theory: K Nearest Neighbors, Curse of dimensionality .: 00:08:00 •scikit-learn - K Nearest Neighbors - Hands-on: 00:25:00 •scikt-learn - K Nearest Neighbors (Project Overview): 00:04:00 •scikit-learn - K Nearest Neighbors (Project Solutions): 00:14:00 •Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging.: 00:18:00 •scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1): 00:19:00 •scikit-learn - Decision Tree and Random Forests (Project Overview): 00:05:00 •scikit-learn - Decision Tree and Random Forests (Project Solutions): 00:15:00 •Support Vector Machines (SVMs) - (Theory Lecture): 00:07:00 •scikit-learn - Support Vector Machines - Hands-on (SVMs): 00:30:00 •scikit-learn - Support Vector Machines (Project 1 Overview): 00:07:00 •scikit-learn - Support Vector Machines (Project 1 Solutions): 00:20:00 •scikit-learn - Support Vector Machines (Optional Project 2 - Overview): 00:02:00 •Theory: K Means Clustering, Elbow method ..: 00:11:00 •scikit-learn - K Means Clustering - Hands-on: 00:23:00 •scikit-learn - K Means Clustering (Project Overview): 00:07:00 •scikit-learn - K Means Clustering (Project Solutions): 00:22:00 •Theory: Principal Component Analysis (PCA): 00:09:00 •scikit-learn - Principal Component Analysis (PCA) - Hands-on: 00:22:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Overview): 00:02:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Solutions): 00:17:00 •Theory: Recommender Systems their Types and Importance: 00:06:00 •Python for Recommender Systems - Hands-on (Part 1): 00:18:00 •Python for Recommender Systems - - Hands-on (Part 2): 00:19:00 •Natural Language Processing (NLP) - (Theory Lecture): 00:13:00 •NLTK - NLP-Challenges, Data Sources, Data Processing ..: 00:13:00 •NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing: 00:19:00 •NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW.: 00:19:00 •NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes : 00:13:00 •NLTK - NLP - Pipeline feature to assemble several steps for cross-validation: 00:09:00 •Resources- Python for Data Analysis: 00:00:00

Duration 4 Days 24 CPD hours This course is intended for This course is intended for the person who has responsibility for daily system operations. Overview Send, display, and respond to messages Use the online help and reference materials Monitor and control job queues, active jobs, and output queues Create and change user profiles Use authorization lists and group profiles Start and stop Power Systems with IBM i Manage system devices, user display stations, and printers Save and restore objects and libraries Monitor job and history logs Diagnose a system problem Order, receive, and install PTFs This course enables a new system operator to develop basic to intermediate level skills needed for day-to-day operations of the Power System with IBM i Power Systems and IBM i concepts and overview . Reference material and support . Overview of 5250 emulation and help . Overview of System i Navigator . Overview of IBM Navigator for i . Messaging concepts . Messaging with 5250 emulation . Messaging with System i Navigator . Messaging with IBM Navigator for i . CL command concepts . CL commands with 5250 emulation . Concepts: Object, library, and the IFS . Object management with 5250 emulation . Object management with System i Navigator . Object management with IBM Navigator for i . Introduction to work management . Work management with 5250 emulation . Job control with 5250 emulation . Job control with System i Navigator . Job control with IBM Navigator for i . Print concepts . Print control with 5250 emulation . Print control with System i Navigator . Print control with IBM Navigator for i . Starting and stopping the system . System security concepts . System security with 5250 emulation . System security with System i Navigator . System security with IBM Navigator for i . System configuration overview . Configuration with 5250 emulation . Configuration with System i Navigator . Configuration with IBM Navigator for i . Save concepts . Save with 5250 emulation . Save with System i Navigator . Save with IBM Navigator for i . Restore concepts and overview . Problem determination with 5250 emulation . Problem determination with System i Navigator . Overview of the PTF process . PTFs with 5250 Emulation . Class summary . Additional course details: Nexus Humans AS24 IBM System Operator Workshop for IBM i 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 AS24 IBM System Operator Workshop for IBM i 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.

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