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
Course Highlights: This qualification is equivalent to GCSE grade C or 4 Take the Exam from Home – Guaranteed Fast Track Results Exam Booking within 2 Working Days of Enrolment Remote Exam Online or Paper based both options available Course Duration: 55 hours Unlimited Access to Course Materials Get Free Mock Tests & Free Past Papers Extra 25% Time for people with Learning Difficulties NCFE, Pearson Edexcel, Open Awards and TQUK are all OFQUAL-regulated and nationally recognised Exam slots are available 24*7 from Monday to Sunday. If you are in a rush and would like to book your exam sooner, then you can book your remote online exam within 3 working days for Open Awards, 2 working days of enrolment for NCFE and within 7 working days for Pearson Edexcel. Please note the exam price advertised on the website for the Open Awards remote invigilation exam is applicable for weekdays (Monday to Friday between 9 am to 5 pm). If you would like to book the Open Awards remote invigilation exam at the weekend then there is an additional £25+Vat applicable. The new assessment and result dates by NCFE are: (Only applicable if you are attending the exam in between the following assessment date). Delivery mode: On-screen and RI Assessment date to and from: 16/09/2024 – 25/10/2024 Results release: 01/11/2024 The new assessment and result dates by Open Awards is: (Only applicable if you are attending the exam in between the following assessment date). Delivery mode: Remote Assessment date to and from: 02/09/2024 – 13/09/2024 Results release: 11/10/2024 Delivery mode: Remote Assessment date to and from: 04/11/2024 – 15/11/2024 Results release: 13/12/2024 (Note that this only applies to the mentioned exam type and if you book the exam during the dates mentioned above. Also, this will not affect the schedule of the other exam types and results.) Christmas Holiday Information For our remote invigilation service of Functional Skills qualifications, the last accepted booking will be on 19th December 2024. We will reopen for bookings from 3rd January 2025. Results Release For Open Awards: Any results from assessments taken after 30th November 2024 will be published after 2nd January 2025. For NCFE Exams: Results from assessments taken after 11th December 2024 will also be published after 2nd January 2025. Additionally, the period between 20th December 2024 and 2nd January 2025 will not be counted as “working days” for the result release timeframes. Please plan your assessment bookings accordingly. Our last results release prior to Christmas will be on 20th December 2024, with the next results release taking place on 3rd January 2025. Why is this course right for you? Our expert designed Functional Skills Maths Level 1 Course has smart learning options that provide the necessary numeracy knowledge and skills to excel in Functional Skills Maths. Our course is tailored to meet your specific needs and help you achieve your academic and career goals from the comfort of your home. You also get the opportunity to book Live 1:1 tutor support via Microsoft Teams. With interactive lessons, FREE mock test, personalised feedback and remote exams, our Maths Level 1 Course ensures a comprehensive and engaging learning experience. Exam Details Exam slots are available 24*7 from Monday to Sunday. If you are in a rush and would like to book your exam sooner, then you can book your remote online exam within 3 working days for Open Awards, 1 working day of enrolment for NCFE, 2 working days of enrolment for TQUK and within 7 working days for Pearson Edexcel. Please note the exam price advertised on the website for the Open Awards remote invigilation exam is applicable for weekdays (Monday to Friday between 9 am to 5 pm). If you would like to book the Open Awards remote invigilation exam at the weekend then there is an additional £25+Vat applicable. EXAM Booking & Results Details You can decide the exam date and place according to your convenience. Awarding Body Paper-Based Exam in Centre On-Screen Exam in Centre Remote Online Exam – From Home Results Edexcel Book within 15 days Book within 24 Hours Book within 7 working days Get results in 20 working days NCFE Book within 10 working days Book within 24 Hours Book within 2 working days Get results in only 7 days Open Awards N/A N/A Book within 2 working days Get results in only 16 working days TQUK Book within 7 working days Book within 24 Hours Book within 2 working days Get results in only 6 working days *Offline examinations will be held at our Swindon and London centres. Please contact us for more information. Difference between NCFE, Pearson Edexcel and Open Awards and TQUK NCFE, TQUK, Pearson Edexcel and Open Awards are OFQUAL-regulated and nationally recognised; however, the only difference lies in the exam booking and result turn-around time. You can book your remote online exam within 2 working days of enrolment for NCFE, within 7 working days for Pearson Edexcel, 2 working days of enrolment for TQUK and within 3 working days for Open Awards. You can get your NCFE results in 7 days, your Edexcel results in 20 working days, your TQUK results in 6 working days and your Open Awards results within 16 working days. Universities and apprenticeships accept all of the awarding bodies. This distinction allows learners to choose the awarding body that aligns best with their educational and career goals. How This Course Will Work? This Level 1 Functional Skills Maths course will help you build a solid foundation in mathematics. Throughout the course, it will provide you with various learning materials and activities to enhance your understanding of these subjects. Initial Assessment: To identify the current level of a student's abilities and recommend the appropriate course to enrol in upon completion. Diagnostic Assessment: Identifies skill gaps and produces an individual learning plan Learning Resources: Comprehensive video tutorials, practice quizzes & topic-based tests Progress Tracker: To record your progress in the course Free Mock Test: Access our free mock test facility for professional feedback and to prepare for the final exam. Entry Requirement This level 1 maths qualification is available to all students of all academic backgrounds; no experience or previous qualifications are required. However, you will require a laptop/desktop computer and a good internet connection. Exam Structure The Functional Skills NCFE, Pearson Edexcel and Open Awards Qualification in Mathematics at Level 1 consist of one externally assessed assessment that comprises two sections- a non-calculator section (calculator prohibited) and a calculator section (calculator permitted). The assessments are available as paper-based and onscreen, on-demand assessments. Section A (Non-calculator) Awarding Body Exam Duration Total Marks Questions Cover Edexcel 25 minutes 16 25% NCFE / Open Awards / TQUK 30 minutes 15 25% Section B (Calculator) Awarding Body Exam Duration Total Marks Questions Cover Edexcel 1 hour 30 minutes 48 75% NCFE / Open Awards / TQUK 1 hour 30 minutes 45 75% Pass Mark (Edexcel): Learners are required to achieve an overall (from sections A and B) (59%) mark to pass the exam. Pass Mark (NCFE): Learners are required to achieve an overall (from sections A and B) (57% – 62%) mark to pass the exam. Please note that the marks vary for individual exam papers, so for all the exam papers, the pass marks are not fixed for the NCFE exam. Pass Mark (Open Awards): Pass Marks for L 2 functional skills maths assessments vary per assessment version and are set following standardisation and awarding activities. Each Maths assessment is designed to enable a minimally competent learner to achieve a pass mark of 36 out of 60. However, the awarding process will determine specifically where the pass mark sits for each assessment version. Therefore, the pass mark may vary between assessments. Pass Mark (TQUK): Pass Marks for level 1 functional skills maths assessments vary per assessment version and are set following standardisation and awarding activities. Recognised Accreditation This Functional Skills Maths Level 1 has been independently accredited by Pearson Edexcel, NCFE, TQUK and Open Awards, also regulated by Ofqual. The Office of Qualifications and Examinations Regulation (Ofqual) is responsible for regulating qualifications, assessments, and examinations in England. Pearson Edexcel is the most prestigious awarding body, for an academic and vocational qualifications. Pearson Edexcel qualifications are regulated by Ofqual and recognised by universities and employers across the world. NCFE is a charity and awarding organisation that provides qualifications in England, Wales, and Northern Ireland. It is regulated by Ofqual in England and recognised in Wales and Northern Ireland. Open Awards is an awarding organisation that offers a wide range of qualifications across various sectors, including education, health and social care, and business. Their qualifications are regulated by Ofqual and are designed to meet the needs of learners and employers. Open Awards also works closely with educational institutions and employers to ensure their qualifications are relevant and up-to-date. TQUK is an awarding organisation approved by Ofqual and offers RQF courses in a variety of sectors. RQF courses have different credit values that can be applied to the National Credit Transfer System. TQUK accredits courses developed by industry experts and collaborates with organisations to ensure the quality and value of the courses provided. Additional Features Access to On-Demand Classes Opportunity to Book 1:1 Live Tutor Support via Zoom Enrol in Our Course and Prepare for the Exam from Home Get a Free Mock Test with Professional Feedback Course Curriculum Unit 1: Number Lesson 1.1: Numbers and the Number System The number system gives you a general insight into the mathematical operations regarding the given numbers. You will acquire skills in division, multiplication, addition and subtraction, which require steps in real-life contexts. Lesson 1.2: Fractions and Decimals You will be learning many types of fractions, including improper fractions, proper fractions, equivalent fractions and more. Along with this, you will learn Ordering Decimal Numbers, Subtracting Decimals, multiplying and dividing decimals and more, which enables you to apply real-world problem-solving. Lesson 1.3: Percentages You will learn to calculate the Percentage and how to express a Number as a Percentage of Another. Interpreting the Original Value, Calculating Percent Increase and Decrease, and so on. This learning you can easily apply in real-life counting issues along with increasing your rational thinking. Lesson 1.4: Ratio and Proportion You will be learning to calculate the Total Amounts using Ratios, direct Proportion, Inverse Proportion and many more things, which help you in doing comparisons, learning science and engineering, and more. Lesson 1.5: Formula You will learn the definition of formulas Formula Using Words, Multi-Step Formulas, Formula Using Letters and so on. Learning formulas has a large impact on real life as these formulas are used extensively in measuring, building infrastructure and more. Unit 2: Measures, Shapes and Space Lesson 2.1: Money Math You will be mastering Solving Money Related Questions, including percentage-based discounts, discounts Related to Fractions, Profit and Percentage, etc. This money math learning will help you to understand money-earning and saving-related issues that you face in daily activities. Lesson 2.2: Units You will learn units and Types of Units, Units of Weight, Units of Length, Units of Capacity, etc. Also, you will gain knowledge about steps to convert between Metric Units, Imperial to Imperial Conversions, and Other Unit Conversions will help pursue a higher university degree. Lesson 2.3: Speed and Density You will be clearing the concept of speed, calculations to find out distance and time, density, Relation between Density, Weight and Volume. Lesson 2.4: Perimeter You will learn to find perimeter and area, Circle, perimeter of triangle etc. which require in measurement, design and planning and so on. Lesson 2.5: Area and Shapes You will gain skills in formulas for calculating area, finding areas of complex shapes, applying area calculations in complex questions, different Types of 3D Shapes, surface area, finding the surface area of complex 3D Shapes, using nets, plans and elevations, etc. learning about area and shapes will certainly help you in building your dream home and more. Lesson 2.6: Volume In the volume classes, you will learn Formulas for calculating volume, Questions based on volumes of different 3D Shapes, finding the Scale in a Diagram, Making Scale Drawings, which are required in building critical thinking skills and more. Lesson 2.7: Coordinates & Angles You will be learning necessary things about the coordinate Grid, How to Read Coordinates on a Grid? Plotting Points on a Grid and more which extensively requires in making video games, medical imaging, physics and more Unit 3: Handling Data and Information Lesson 3.1: Median and Mode You will be learning about median and mode, which is one of the most interesting mathematical chapters. As you will know how to find the median and mode from the sets of numbers, you can easily implement such learning in household work and other places as well. Lesson 3.2: Mean and Range You will be able to find the mean, median and mode. Knowing how to find these is highly important in all aspects of life. Lesson 3.3: Probability You will learn Probability: Definition and Meaning, Calculating Probabilities, Probability of Something Happening and Something Not Happening, etc. Once you know how to find probability, you can easily detect business profit loss and implement other parts of your life. FAQs The Functional Maths level 1 Course is equivalent to? The Level 1 course is a fundamental level of proficiency in English, Maths, and ICT that is equivalent to a GCSE grade 1 to 3 (formerly G to D grades). It is a nationally recognised qualification in the UK that provides an alternative to GCSEs for individuals who still need to pass these subjects during their secondary education. Why should I take the Functional Skills Maths instead of the GCSE Maths? The functional maths course is comparatively easier than the GCSE math and additionally the value of it is also more than the GCSE math course. However, you should select the course that suits your needs, as both courses provide different values at different places. Which one is more difficult between Functional and GCSE Maths courses? The functional skills Maths course is more flexible than the GCSE math course since you have to sit for the official exam in the GCSE courses. What is the Difference between Functional Skills and GCSE? A Functional skills course develops for the one who wants to learn Math, English and ICT for individual achievement in daily work place and on the other hand, GCSE focuses on theories and tests your academic ability. How will I access the functional skills Maths level 1 course after payment? A confirmation email will be sent to your registered email after payment. Hereafter anytime, you can start your learning journey with StudyPlex. Will I get access to the Course if my location is outside the UK? Yes, you can. Since it is an e-learning course, anyone from anywhere can enrol in our courses. What is an Accredited course? The professional body approves the procedures if any e-learning platform claims its courses are accredited. What is the benefit of doing an accredited course? You will only realize the benefit of having an accredited certificate once you face the corporate world. As employees, job places, and more value the accredited certificate, you must own this certificate by doing the course with us. What are the system requirements for remote exam? For Pearson Edexcel and NCFE: To sit your assessment, you’ll need: A laptop/desktop with webcam and microphone; you can’t sit the assessment on a tablet or smartphone a good Wi-Fi connection – recommended minimum 1Mbit/s Upload, minimum 10Mbit/s Download. You MUST use google chrome browser for the exam, as this is recommended by the awarding body. A smartphone or tablet (Apple iOS 8.0 / Android 4.1 or higher) - this will be used to record you taking the assessment. A suitable environment - quiet room with no distractions The link for the assessment sent to your email; remember to check your spam/junk folder. You must activate Airplane mode on your smartphone however you need to be connected to Wi-Fi, so turn on Airplane mode then reactivate your Wi-Fi. Please familiarise yourself with the potential violations as these can potentially lead to the assessment being voided. Ensure ALL equipment is plugged in (including phone for the recording of sessions). Loss of power at any point could lead to the assessment being voided. You must brief other members of your household/workplace that you’re sitting an assessment, and they must not enter the room at any point. There is a 24-hour live chat function within the assessment software for technical support should you need it at any time. For Open Awards: In order to take your exam, you need to have the following equipment: A good quality laptop or PC with a minimum screen size of approx. 14” and minimum resolution of 1024 x 768. A stable internet connection with at least 3mbps. An integrated (i.e., fixed) webcam on your PC/ laptop or a portable webcam. If using a PC/ laptop with an integrated webcam, a reflective surface (e.g., a mirror) must be available. This will be used to show the invigilator the space immediately surrounding your screen and keyboard. A basic (non-scientific) calculator for maths assessments. You will have access to an on-screen calculator but may feel more comfortable using a separate calculator. Please note that all workings need to be added to the assessment platform if you use a separate calculator so that your workings can be marked. Plain paper. You will need to show this to your invigilator at the beginning of the exam to assure them that you do not have access to notes. A dictionary (where allowed). Supported Browsers Chrome: 34.0.1847 or above Microsoft Edge: Version 88.0.705.81 or newer Firefox: 31.0 or above Safari: 6.2 or above Safe Exam Browser 2.0.2 or above Please note: Chromebooks are not compatible with the Safe Exam Browser Browser settings Popups must be allowed. Guidance on how to do this below: Chrome Edge Firefox Safari For TQUK: Exam conditions All remote exams must take place in a controlled environment. Training Qualifications UK (TQUK) defines a controlled environment as a quiet, appropriate space conducive to the undertaking of a remotely invigilated exam. The environment must be: populated only by you, the learner, and no other parties well-lit to allow maximum webcam visibility free from distractions that may cause you to divert your attention away from the computer screen or move outside of the webcam’s viewing range free from notes and posters on the wall free from noise free from personal or sensitive material free from visual or physical access to supporting materials (such as educational texts) free from electronic devices, other than the computer used to undertake the exam. The space, as described above, must meet these requirements throughout the entire duration of the exam. If the exam conditions requirements are not met, the exam may be voided. If, for any reason, you are unable to undertake the exam in a space that meets these requirements, you should inform your training provider/recognised centre at the earliest opportunity and arrange your exam at a time when these conditions can be met. You must have a desktop or laptop computer that is equipped with a working webcam, a stable internet connection, and the Google Chrome web browser (available here). Requirements and guidance for materials: The following relates to materials within the controlled environment and must be followed to ensure compliance: Mobile phones and electronic devices, except for the computer you are using to undertake the exam, must be switched off and stored in an inaccessible location. Smartwatches and other wearable technological devices must be switched off and removed. Headphones must not be worn. Water must be stored in a clear glass or a clear bottle with the labels removed. No other food or drink is permitted. Second monitors are not permitted. Identification must be clearly presented to the camera at the start of an exam. If identification is not provided, or is unclear, at the start of the exam, this will result in the exam being voided. A room sweep must be completed at the start of an exam. If a room sweep is not completed, the exam will be voided.
Learn the advanced techniques of HTML 5, CSS 3, and Bootstrap for designing excellent and professional web pages with the Web Design with HTML5, CSS3 and Bootstrap course. HTML 5, and CSS 3 are the basic building blocks of the websites. And with the help of Bootstrap, you will be able to design and develop responsive and mobile-ready websites. The course is designed for the people who want to know the strategies of building a stunning website. Throughout the course, you will learn to build custom websites using HTML 5, and CSS 3. Then, you will learn to make the websites responsive using Bootstrap. The course includes three real-world projects and guides you to design a landing page, a business website and portfolio sites, After finishing the course, you will be able to design any types of responsive websites using HTML 5, CSS 3, and Bootstrap. What Will I Learn? You will learn how to build a custom website with HTML, CSS, and Bootstrap You will learn real-world skills to build professional and modern websites You will learn the basic building blocks to becoming a web developer You will learn to build websites while you learn each building block - HTML, CSS, Bootstrap You will get bonus downloadable cheat sheets and guides to help you quickly design your websites You will learn how to use each skill in the real world with case studies You will learn basic web design tips so your websites look and act professionally Requirements No coding experience necessary Seriously, you don't need to know anything about websites or coding! Any computer will be fine - Windows, OSX or Linux We'll show you free tools that you can use to follow along and build your own websites in the course Module: 01 1.1 Intro FREE 00:03:00 1.2 Install the Tools and Get Started 00:05:00 Module: 02 2.1 Intro to HTML FREE 00:01:00 2.2 What is HTML 00:11:00 2.3 Start a New HTML File & Use Tags 00:12:00 2.4 Header Tags 00:05:00 2.5 Edit Text 00:09:00 2.6 Links 00:09:00 2.7 Images 00:10:00 2.8 Lists 00:04:00 2.9 Challenge 1 00:16:00 2.10 HTML Outro 00:01:00 Module: 03 3.1 CSS Intro 00:04:00 3.2 Add CSS Styles 00:16:00 3.3 Classes and IDs 00:07:00 3.4 Borders 00:06:00 3.5 Sizing 00:04:00 3.6 Padding and Margin 00:07:00 3.7 Text Styles 00:04:00 3.8 DIVs 00:08:00 3.9 Postioning 00:08:00 3.10 Hover 00:03:00 3.11 Easily Center Elements 00:03:00 3.12 Fonts 00:06:00 3.13 Challenge 00:23:00 3.14 CSS Outro 00:01:00 Module: 04 4.1 Intro to Bootstrap 00:02:00 4.2 Install Bootstrap 00:10:00 4.3 Indenting and Containers 00:07:00 4.4 The Grid System 00:16:00 4.5 Images 00:07:00 4.6 Buttons 00:06:00 4.7 Challenge 3 00:11:00 4.8 Bootstrap Outro 00:01:00 Module: 05 5.1 Landing Page Intro 00:01:00 5.2 Sketch Your Landing Page 00:05:00 5.3 The Top Section 00:16:00 5.4 Polish the Top Section 00:06:00 5.5 Adding Images 00:11:00 5.6 The Main Points Section 00:14:00 5.7 Collecting Emails With an Opt-In Form 00:11:00 5.8 Challenge 4 00:03:00 5.9 Landing Page Outro 00:02:00 Module: 05 6.1 Business Site Intro 00:01:00 6.2 Sketch Up 00:03:00 6.3 Using Fancy Font Logo 00:07:00 6.4 Carousel Basics 00:10:00 6.5 Carousel Extras 00:09:00 6.6 Text on Images 00:15:00 6.7 Phone Number Icon 00:04:00 6.8 Google Maps 00:13:00 6.9 Font Awesome 00:09:00 6.10 Challenge 4 00:08:00 6.11 Business Site Outro 00:01:00 Module: 07 7.1 Intro 00:01:00 7.2 Portfolio Sketch 00:08:00 7.3 Jumbotron 00:10:00 7.4 Nav Bar 00:24:00 7.5 Panels 00:11:00 7.6 Challenge 5 00:13:00 7.7 Portfolio Outre 00:01:00 Module: 08 8.1 Hosting 00:01:00 8.2 Bluehost 00:06:00 8.3 Uploading 00:05:00 8.4 Tips 00:11:00 8.5 Hosting Outro 00:01:00
Private sketching tours and classes with ink and watercolour artist Mark Kirkham, known locally as The Edinburgh Sketcher hosted by The Arienas Collective, or at an agreed location of your choice.
In this course, you will learn how to write great automation tests with Selenium WebDriver and Java, and start building automation testing frameworks!
Embark on this course in web development with HTML, CSS, JS, and React for a comprehensive training program designed to empower beginners and experienced designers alike with the essential skills needed to create captivating and dynamic websites. Explore the power of React.js, HTML5, CSS3, JavaScript, and build scalable components with React.
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Register on the Spatial Data Visualization and Machine Learning in Python today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get an e-certificate as proof of your course completion. The Spatial Data Visualization and Machine Learning in Python is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With The Spatial Data Visualization and Machine Learning in Python Receive a e-certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Certification Upon successful completion of the course, you will be able to obtain your course completion e-certificate free of cost. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Who Is This Course For: The course is ideal for those who already work in this sector or are an aspiring professional. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Requirements: The online training is open to all students and has no formal entry requirements. To study the Spatial Data Visualization and Machine Learning in Python, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16. Course Content Section 01: Introduction Introduction 00:14:00 Section 02: Setup and Installations Python Installation 00:03:00 Installing Bokeh 00:04:00 Section 03: Data Preparation Data Preparation 00:24:00 Section 04: Data Visualization Creating a Bar Chart 00:18:00 Creating a Line Chart 00:12:00 Creating a Doughnut Chart 00:22:00 Creating a Magnitude Plot 00:31:00 Creating a Geo Map Plot 00:20:00 Section 05: Machine Learning Data Pre-processing 00:21:00 Building a Predictive Model 00:21:00 Building a Prediction Dataset 00:07:00 Section 06: Building the Dashboard Adding predicted data to our plots - Part 1 00:13:00 Adding predicted data to our plots - Part 2 00:14:00 Adding predicted data to our plots - Part 3 00:15:00 Adding the Grid Plot 00:08:00 Section 07: Creating the Dashboard Server Installing Visual Studio Code 00:01:00 Creating the Project and Virtual Environment 00:08:00 Building and Running the Server 00:12:00 Section 08: Project Source Code Project Source Code 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.