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Overview Mastering data science skills and expertise can open new doors of opportunities for you in a wide range of fields. Learn the fundamentals and develop a solid grasp of Python data science with the comprehensive Data Science with Python course. This course is designed to assist you in securing a valuable skill set and boosting your career. This course will provide you with quality training on the fundamentals of data analysis with Python. From the step-by-step learning process, you will learn the techniques of setting up the system. Then the course will teach you Python data structure and functions. You will receive detailed lessons on NumPy, Matplotlib, and Pandas. Furthermore, you will develop the skills for Algorithm Evaluation Techniques, visualising datasets and much more. After completing the course you will receive a certificate of achievement. This certificate will help you create an impressive resume. So join today! 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? This course Data Science with Python course is ideal for beginners in data science. It will help them develop a solid grasp of Python and help them pursue their dream career in the field of data science. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush. Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst And much more! Course Curriculum 90 sections • 90 lectures • 10:19:00 total length •Course Overview & Table of Contents: 00:09:00 •Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types: 00:05:00 •Introduction to Machine Learning - Part 2 - Classifications and Applications: 00:06:00 •System and Environment preparation - Part 1: 00:04:00 •System and Environment preparation - Part 2: 00:06:00 •Learn Basics of python - Assignment 1: 00:10:00 •Learn Basics of python - Assignment 2: 00:09:00 •Learn Basics of python - Functions: 00:04:00 •Learn Basics of python - Data Structures: 00:12:00 •Learn Basics of NumPy - NumPy Array: 00:06:00 •Learn Basics of NumPy - NumPy Data: 00:08:00 •Learn Basics of NumPy - NumPy Arithmetic: 00:04:00 •Learn Basics of Matplotlib: 00:07:00 •Learn Basics of Pandas - Part 1: 00:06:00 •Learn Basics of Pandas - Part 2: 00:07:00 •Understanding the CSV data file: 00:09:00 •Load and Read CSV data file using Python Standard Library: 00:09:00 •Load and Read CSV data file using NumPy: 00:04:00 •Load and Read CSV data file using Pandas: 00:05:00 •Dataset Summary - Peek, Dimensions and Data Types: 00:09:00 •Dataset Summary - Class Distribution and Data Summary: 00:09:00 •Dataset Summary - Explaining Correlation: 00:11:00 •Dataset Summary - Explaining Skewness - Gaussian and Normal Curve: 00:07:00 •Dataset Visualization - Using Histograms: 00:07:00 •Dataset Visualization - Using Density Plots: 00:06:00 •Dataset Visualization - Box and Whisker Plots: 00:05:00 •Multivariate Dataset Visualization - Correlation Plots: 00:08:00 •Multivariate Dataset Visualization - Scatter Plots: 00:05:00 •Data Preparation (Pre-Processing) - Introduction: 00:09:00 •Data Preparation - Re-scaling Data - Part 1: 00:09:00 •Data Preparation - Re-scaling Data - Part 2: 00:09:00 •Data Preparation - Standardizing Data - Part 1: 00:07:00 •Data Preparation - Standardizing Data - Part 2: 00:04:00 •Data Preparation - Normalizing Data: 00:08:00 •Data Preparation - Binarizing Data: 00:06:00 •Feature Selection - Introduction: 00:07:00 •Feature Selection - Uni-variate Part 1 - Chi-Squared Test: 00:09:00 •Feature Selection - Uni-variate Part 2 - Chi-Squared Test: 00:10:00 •Feature Selection - Recursive Feature Elimination: 00:11:00 •Feature Selection - Principal Component Analysis (PCA): 00:09:00 •Feature Selection - Feature Importance: 00:06:00 •Refresher Session - The Mechanism of Re-sampling, Training and Testing: 00:12:00 •Algorithm Evaluation Techniques - Introduction: 00:07:00 •Algorithm Evaluation Techniques - Train and Test Set: 00:11:00 •Algorithm Evaluation Techniques - K-Fold Cross Validation: 00:09:00 •Algorithm Evaluation Techniques - Leave One Out Cross Validation: 00:05:00 •Algorithm Evaluation Techniques - Repeated Random Test-Train Splits: 00:07:00 •Algorithm Evaluation Metrics - Introduction: 00:09:00 •Algorithm Evaluation Metrics - Classification Accuracy: 00:08:00 •Algorithm Evaluation Metrics - Log Loss: 00:03:00 •Algorithm Evaluation Metrics - Area Under ROC Curve: 00:06:00 •Algorithm Evaluation Metrics - Confusion Matrix: 00:10:00 •Algorithm Evaluation Metrics - Classification Report: 00:04:00 •Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction: 00:06:00 •Algorithm Evaluation Metrics - Mean Absolute Error: 00:07:00 •Algorithm Evaluation Metrics - Mean Square Error: 00:03:00 •Algorithm Evaluation Metrics - R Squared: 00:04:00 •Classification Algorithm Spot Check - Logistic Regression: 00:12:00 •Classification Algorithm Spot Check - Linear Discriminant Analysis: 00:04:00 •Classification Algorithm Spot Check - K-Nearest Neighbors: 00:05:00 •Classification Algorithm Spot Check - Naive Bayes: 00:04:00 •Classification Algorithm Spot Check - CART: 00:04:00 •Classification Algorithm Spot Check - Support Vector Machines: 00:05:00 •Regression Algorithm Spot Check - Linear Regression: 00:08:00 •Regression Algorithm Spot Check - Ridge Regression: 00:03:00 •Regression Algorithm Spot Check - Lasso Linear Regression: 00:03:00 •Regression Algorithm Spot Check - Elastic Net Regression: 00:02:00 •Regression Algorithm Spot Check - K-Nearest Neighbors: 00:06:00 •Regression Algorithm Spot Check - CART: 00:04:00 •Regression Algorithm Spot Check - Support Vector Machines (SVM): 00:04:00 •Compare Algorithms - Part 1 : Choosing the best Machine Learning Model: 00:09:00 •Compare Algorithms - Part 2 : Choosing the best Machine Learning Model: 00:05:00 •Pipelines : Data Preparation and Data Modelling: 00:11:00 •Pipelines : Feature Selection and Data Modelling: 00:10:00 •Performance Improvement: Ensembles - Voting: 00:07:00 •Performance Improvement: Ensembles - Bagging: 00:08:00 •Performance Improvement: Ensembles - Boosting: 00:05:00 •Performance Improvement: Parameter Tuning using Grid Search: 00:08:00 •Performance Improvement: Parameter Tuning using Random Search: 00:06:00 •Export, Save and Load Machine Learning Models : Pickle: 00:10:00 •Export, Save and Load Machine Learning Models : Joblib: 00:06:00 •Finalizing a Model - Introduction and Steps: 00:07:00 •Finalizing a Classification Model - The Pima Indian Diabetes Dataset: 00:07:00 •Quick Session: Imbalanced Data Set - Issue Overview and Steps: 00:09:00 •Iris Dataset : Finalizing Multi-Class Dataset: 00:09:00 •Finalizing a Regression Model - The Boston Housing Price Dataset: 00:08:00 •Real-time Predictions: Using the Pima Indian Diabetes Classification Model: 00:07:00 •Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset: 00:03:00 •Real-time Predictions: Using the Boston Housing Regression Model: 00:08:00 •Resources - Data Science & Machine Learning with Python: 00:00:00
Get started and upgrade your computer skills with our Basic Computer Literacy Training course. The course will equip you with the practical skills you need to work efficiently with computers for work purposes. You will learn how to install the operating system and configure various software and networks. The curriculum of this Basic Computer Literacy Training has been designed by expert teachers so that you can learn from the best and equip yourself with all the necessary skills. Consisting of several modules, the course teaches you everything you need to succeed in this profession, with the opportunity to study part-time. You can become accredited within 3 hours studying at your own pace. Your qualification will be recognised and can be checked for validity on our dedicated website. What You Will Learn Learn how to install and configure the operating system of your computer Understand how to use the control panel Explore various components and hardware of a computer Find out how to configure a network and connectivity system Get step-by-step guidance on how to install and use various software Skills You Will Gain Set up your own computer Install the operating system and various software Connect your computer to the internet Know how to secure your computer Career Prospects The course will serve really well for the following Students Parents Teachers SEN Teachers Teaching Assistants SNAs Primary School Teachers This attested qualification may well be the extra edge you need to get employed in the mentioned sectors. Why Choose Teachers Training Some of our website features are: This is a dedicated website for teaching 24/7 tutor support Interactive Content Affordable price Courses accredited by the UK's top awarding bodies 100% online Flexible deadline Who is this course for Anyone who wants to learn how to set up their computer Entry Requirements No formal entry requirements. You need to have: Passion for learning A good understanding of the English language Be motivated and hard-working over the age of 16. Assessment The assessment is straightforward, you need to complete the assignment questions that will be provided to you at the end of the course, you can complete the assignment anytime you want. After you complete and submit your assignment, our tutors will assess your assignment and give you feedback if needed. After your assignment has been assessed and you have passed, you will be qualified and will be able to apply for a course completion certificate. Certification CPD Certification from The Teachers Training CPD Certification from The Teachers Training Successfully completing the MCQ exam of this course qualifies you for a CPD-accredited certificate from The Teachers Training. You will be eligible for both PDF copy and hard copy of the certificate to showcase your achievement however you wish. You can get your digital certificate (PDF) for £4.99 only Hard copy certificates are also available, and you can get one for only £10.99 You can get both PDF and Hard copy certificates for just £12.99! The certificate will add significant weight to your CV and will give you a competitive advantage when applying for jobs. Operating System Fundamentals What is an Operating System 00:48:00 Configuring the Operating System 00:06:00 What is an Application 00:10:00 Using Control Panel 00:18:00 Computer and Network Terminology Hardware and Peripherals 00:07:00 Storage 00:12:00 Connectivity Devices 00:05:00 Network Components 00:09:00 Working with Software and the OS Software and Concepts 00:11:00 Licensing 00:06:00 Using Software 00:07:00 Software Tools 00:10:00 Troubleshooting Software 00:14:00 Hardware, Devices, and Peripherals 00:05:00 Backup and Restore 00:03:00
Overview This comprehensive course on Statistics Essentials will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Statistics Essentials 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? At the end of the course there will be an online written test, which you can take either during or after the course. After successfully completing the test you will be able to order your certificate, these are included in the price. Who is This course for? There is no experience or previous qualifications required for enrolment on this Statistics Essentials. It is available to all students, of all academic backgrounds. Requirements Our Statistics Essentials 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 11 sections • 11 lectures • 02:19:00 total length •Introduction to Statistics: 00:18:00 •Measuring Central Tendency: 00:18:00 •Measures of Dispersion: 00:11:00 •Correlation and Regression Analysis: 00:14:00 •Probability: 00:16:00 •Sampling: 00:19:00 •Charts and Graphs: 00:21:00 •Hypothesis Testing: 00:10:00 •Ten Common Statistical Mistakes: 00:12:00 •Assignment - Statistics Essentials: 00:00:00 •Order Your Certificate: 00:00:00
Some sources estimate that up to 91% of cyber security breaches begin with email scams, also known as phishing. While these types of attacks have been around for decades, they are becoming more common and more dangerous due to the growing sophistication of cyber criminals and their ability to trick employees. However, with the proper training, everyone in your organization can learn to identify phishing and protect your company from costly attacks. Our four-part series on phishing covers what a phishing attack is, how to quickly recognize one, rules for protecting yourself and your organization, and how to respond to an attempted attack. Learning Objectives Recognize the red flags and common tactics used in email-based phishing attacks, enabling you to identify and avoid potential threats.;Discover best practices for handling suspicious emails and social media-based phishing scams.;Gain insights into the importance of employee awareness and vigilance in preventing phishing attacks, ensuring your organization remains a challenging target for cybercriminals.
Prepare for success with the Microsoft PL-900 Certification Course, covering the fundamentals of Power Platform, including Power BI, Power Apps, Power Automate, Power Virtual Agents, and related topics such as Dataverse, AI Builder, Connectors, Dynamics 365, Teams, Security, and Administration. Suitable for beginners with no prerequisites.
*** Don't Spend More; Spend Smart*** Life Just Got Better This Summer! Get Hard Copy + PDF Certificates + Transcript + Student ID Card + e-Learning App as a Gift - Enrol Now If you work in maintenance or enforce Health & Safety protocols, then you must be fully trained in PAT (Portable Appliance Testing). The Electricity at Work Regulations 1989 requires that any electrical equipment that has the potential to cause injury is maintained in a safe condition. Portable Appliance Testing is one way in which to ensure electrical equipment is safe. As stated in the IEE Code of Practice - in order to comply with these regulations, the tester must have an understanding of the modes of electrical, mechanical or thermal damage to electrical equipment and appliances as well as their flexes which may be encountered in a work environment This PAT Testing course will familiarise you with the task of portable appliance testing and ways you can help minimise the risk of electrocution, electric shock, and electrically-initiated fires in the workplace. You will learn about the cores of PAT so you're able to offer your support and ensure electrical equipment does not put people's health and safety at risk while at work. You will also cover the different types of legislation that relate to electrical appliances and equipment. By the end of the course, students will feel they have gained a greater understanding of PAT testing, how to identify and assess risks and the precautions that can be put into place to control and reduce the risk. With a single payment, you will gain access to PAT Testing including an original hardcopy certificate, a transcript and a student ID card which will allow you to get discounts on things like music, food, travel and clothes etc. This PAT Testing Bundle Consists of the following Premium courses: Course 01: PAT Level 4 Course 02: Electrical Technician Complete Training Course 03: Electronic & Electrical Devices Maintenance Course 04: Domestic Appliance Repairing Course Course 05: Level 3 Heating, Ventilation & Air Conditioning (HVAC) Technician Course 06: Smart Meter Installer Training Course 07: Basic AC Circuit Analysis Course 08: Advanced Electrical Safety Course 09: Electric Power Metering for Single and Three Phase Systems Course 10: PUWER Course 11: RIDDOR Training Course 12: Emergency First Aid and Incident Management at Work This PAT Testing course provides all of the technical knowledge and skills that you will need to perform safe and accurate tests on crucial electrical equipment. The PAT Level 4 course is designed to quickly train anyone how to access and use the right specialised tools for this task. You will be taught how to measure and assess the safety of an item, provide a full report on your findings, and mitigate any issues that may exist. Make your business a safer place with this skill. Take this PAT Testing course anywhere and at any time. Don't let your lifestyle limit your learning or your potential. Experienced tutors and mentors will be there for you whenever you need them, and solve all your queries through email and chat boxes. Curriculum of PAT Testing Bundle Course 01: PAT Level 4 Introduction to PAT Relevant Statutory Provisions for PAT Risk Assessment Reducing and Controlling Risks Electrical Units and Appliance Classification Initial Visual Examination Instruments for Testing and Equipment Inspection Electrical Installation Testing Safety Precautions in Electrical Testing Module 10: Reporting and Record-keeping How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) CPD 120 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Training Bundle. Requirements This Training Course has been designed to be fully compatible with tablets and smartphones. Career path Having this PAT Testing expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (PAT Level 4) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.
Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents, and interests with our special AWS Essentials Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides the professional training employers seek in today's workplaces. The AWS Essentials Course is one of the most prestigious training offered at Skillwise and is highly valued by employers for good reason. This AWS Essentials Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This AWS Essentials Course, like every one of Skillwise's courses, is meticulously developed and well-researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At Skillwise, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from Skillwise, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this AWS Essentials? Lifetime access to the course forever Digital Certificate, Transcript, and student ID are all included in the price Absolutely no hidden fees Directly receive CPD Quality Standards accredited qualifications after course completion Receive one-to-one assistance 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 AWS Essentials 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 free. Original Hard Copy certificates need to be ordered at an additional cost of £8. Who is this course for? This AWS Essentials 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 skills. Prerequisites This AWS Essentials does not require you to have any prior qualifications or experience. You can just enroll and start learning. This AWS Essentials was made by professionals and it is compatible with all PCs, Macs, 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 a bonus, you will be able to pursue multiple occupations. This AWS Essentials is a great way for you to gain multiple skills from the comfort of your home.
This is a complete crash course about KNIME for beginners. Here, we will learn how to do data cleaning and data preparation without any code, using KNIME. We will also cover data visualization using Tableau and Power BI Desktop. Then we will understand the predictive analytics capabilities of KNIME and finally, cover machine learning in KNIME.
Description: All businesses these days have a website that they want to use in order to promote their ideology and products to a mass customer base. In order to build these websites they often have to contact outside hires, which takes more money and requires a constant line of open communication in order to reach the desired outcome. But now you can avoid these complicated processes, because this Diploma in Web Design course can help you build your own website. This course covers a lot of ground, and initially starts with giving your website design ideas for your business. Next your look into domain suffixes, understand design terminology, and also get in explanation into CSS. You will also find out about building websites for free, get advices for website design for beginners and how to use Dreamweaver or CoffeeCup. There are many dos and don'ts for website creation which you can learn about from this course along with SEO basics and so much more. The course is filled with ideas and tips that will help you design websites professionally if you want to, and you will be able to further your knowledge with the coding section that addresses HTML and CSS basics. Who is the course for? Any individual who needs superb website designing without being dependent on another web designer. 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 hard copy at a cost of £39 or in PDF format at a cost of £24. PDF certificate's turnaround time is 24 hours and for the hardcopy certificate, it is 3-9 working 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: Web Developer Web Designer Programmer. Diploma in Web Design The Best Website Design for Your Business 01:00:00 What's in a Domain Suffixes 00:31:00 Website Design Terminology 01:00:00 CSS Explanation 01:00:00 Website Designs & Power Stations 01:00:00 How Can I Build my Website for Free 01:00:00 Six Steps to Website Design for Beginners 01:00:00 Dreamweaver or CoffeeCup for Website Design 01:00:00 Using Dreamweaver to Create your Site Layout 00:30:00 Three Crucial Steps to Creating Your Website 01:00:00 Dos and Don'ts of Website Creation9 01:00:00 SEO Basics for Effective Website Design 01:30:00 Ideas for Your Internet Business Website Design 01:00:00 Immediately Applicable Design Tips for a User-Friendly Website 01:00:00 6 Best Reasons to Create a Website 01:00:00 Common Mistakes in Website Design 01:00:00 Too Much or Too Little 00:30:00 Why Successful Website Development is Committed to Design 01:00:00 Ideas for Your Personal Website Design 01:00:00 How to Create a Social Networking Website to Enhance your Business 01:00:00 Tips for Designing an Affiliate Website 01:00:00 How to Use WordPress for your Website 01:30:00 Top 14 Reasons to Create a Blog 00:30:00 Tips for Designing a Successful Blog 00:30:00 More Tips Ahead 00:30:00 Basic Coding for Web Development HTML Basics 00:30:00 CSS Basics 01:00:00 Refer A Friend Refer A Friend 00:00:00 Mock Exam Mock Exam- Diploma in Web Design 00:20:00 Final Exam Final Exam- Diploma in Web Design 00:20:00