2384 Courses in Coventry delivered Online

Description Register on the Linux Shell Scripting 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 a certificate as proof of your course completion. The Linux Shell Scripting course is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablets, 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 This Course Receive a digital 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) Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post. Method of Assessment You need to attend an assessment right after the completion of this course to evaluate your progression. For passing the assessment, you need to score at least 60%. After submitting your assessment, you will get feedback from our experts immediately. Who Is This Course For The course is ideal for those who already work in this sector or are aspiring professionals. 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. Course Content Unit 01: Course Introduction Introduction and Course Overview 00:02:00 Unit 02: Creating a Local Linux Shell Scripting Environment Creating a Local Lab Environment Using Vagrant and VirtualBox - Background 00:16:00 Exercise 1 Instructions - Creating a Local Linux Shell Scripting Lab Environment 00:28:00 Exercise 1 - Walkthrough - Part I - Windows Users Only 00:04:00 Exercise 1 - Walkthrough - Part I - Mac Users Only 00:02:00 Exercise 1 - Walkthrough - Part I - Linux (CentOS/RHEL) Users Only 00:03:00 Exercise 1 - Walkthrough - Part II - All Users 00:23:00 Unit 03: User and Account Creation - Shell Scripting Project 1 Section Introduction 00:03:00 Getting Started with Shell Scripting: Naming, Permissions, Variables, Builtins. 00:35:00 Special Variables, Pseudocode, Command Substitution, if Statement, Conditionals. 00:23:00 Exit Statuses, Return Codes, String Test Conditionals, More Special Variables. 00:18:00 Reading Standard Input, Creating Accounts, Username Conventions, More Quoting. 00:23:00 Exercise 2 - Instructions 00:12:00 Exercise 2 - Walkthrough 00:21:00 Unit 04: Password Generation and Shell Script Arguments - Shell Scripting Project 2 Random Data, Cryptographic Hash Functions, Text and String Manipulation. 00:31:00 Positional Parameters, Arguments, for Loops, Special Parameters 00:30:00 The while Loop, Infinite Loops, Shifting, Sleeping 00:16:00 Exercise 3 - Instructions 00:12:00 Exercise 3 - Walkthrough 00:20:00 Unit 05: Linux Programming Conventions - Shell Scripting Project 3 Advanced Standard Input, Standard Output, and Standard Error - Part I 00:13:00 Advanced Standard Input, Standard Output, and Standard Error - Part II 00:26:00 Exercise 4 - Instructions 00:05:00 Exercise 4 - Walkthrough 00:12:00 Unit 06: Parsing Command Line Options - Shell Scripting Project 4 Case Statements 00:20:00 Functions 00:33:00 Parsing Command Line Options with getopts, Part 1 00:20:00 Parsing Command Line Options with getopts, Part 2 00:18:00 Deleting and Disabling Linux Accounts, Part 1 of 4 (Finding Files) 00:11:00 Deleting and Disabling Linux Accounts, Part 2 of 4 (The userdel command) 00:05:00 Deleting and Disabling Linux Accounts, Part 3 of 4 (Archives with tar) 00:14:00 Deleting and Disabling Linux Accounts, Part 4 of 4 (Disabling Accounts) 00:08:00 Deleting Users - Exercise 5 - Instructions 00:14:00 Deleting Users - Exercise 5 - Walkthrough 00:33:00 Unit 07: Transforming Data / Data Processing / Reporting - Shell Scripting Project 5 Protected: Cut and Awk 00:22:00 Protected: Cut and Awk Demonstration Script: Open Network Ports 00:10:00 Sort and Uniq 00:18:00 Parsing Log Files - Exercise 6 - Walkthrough 00:15:00 Sed 00:29:00 Unit 08: Network Scripting & Automation of Distributed Systems: Shell Scripting Project 6 Configuring a Mini Network and Scripting for Remote Systems 00:30:00 Scripting Remote Commands - Walkthrough - Part 1 00:26:00 Scripting Remote Commands - Exercise - Instructions 00:12:00 Scripting Remote Commands - Walkthrough - Part 2 00:13:00 Unit 09: Course Summary Protected: Summary 00:08:00 Unit 10: Course Extras What Shell Scripting Is and Why You Should Learn It 00:10:00 Resources Resources - Linux Shell Scripting 00:00:00 Assignment Assignment -Linux Shell Scripting 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.

Register on the Arduino 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 a digital certificate as a proof of your course completion. The Arduino course 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 Arduino Course 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 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 After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. 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 Arduino course, 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 Introduction to Arduino Introduction To Course 00:01:00 Introduction to Embedded System and Arduino 00:04:00 Arduino Basics 00:09:00 Difference between C Syntax of Arduino and C Coding 00:10:00 Arduino and Ardublockly Installation and Program Downloading Arduino IDE and ArduinoBlockly Installation 00:10:00 Writing Program into ArduioBlockly and downloading on Board 00:11:00 Program Downloading using Arduino IDE 00:05:00 Arduino Interfaces Breadboard 00:08:00 LEDs LED Interfacing 00:11:00 Project 1: All LED Blinking 00:01:00 Project 2: Alternate LED Blinking 00:01:00 Project 3: Four LEDs ON - OFF 00:01:00 Project 4: Chaser 00:01:00 Ten Times LED Blinking 00:01:00 Switches Switch Interfacing 00:11:00 Project 6: LED and Switch Program 00:02:00 Project 7: Two LEDs and Two Switches Program 00:02:00 Buzzer Buzzer 00:03:00 Project 8: Buzzer Programming 00:01:00 Project 9: Buzzer and LED Program 00:01:00 Tri Color LED Tri-Color LED 00:05:00 Project 10: Tri-Color LED Based Red,Green, Blue Color Generation 00:01:00 Project 11: Tri Color LED Based Yellow, Cyan and Magenta Color Generation 00:01:00 Project 12: Traffic Light Controller 00:01:00 Project 13: Tri Color LED and Switch Based Color Generation 00:02:00 Seven Segment Display Seven Segment Display Interfacing 00:07:00 Project 14: Up Counter Using Seven Segment Display 00:04:00 Serial Communication Introduction Serial Communication 00:13:00 Project 15:Printing a Message into Monitor Window 00:01:00 Project 16: Message Reading Using Serial Communication 00:01:00 Project 17: Device Control 00:03:00 ADC and analog sensors ADC concepts 00:17:00 Project 18: Digital Thermometer 00:02:00 Project 19: Digital Voltmeter 00:02:00 Project 20: Digital Light Meter 00:01:00 Project 21: Temperature Controller 00:01:00 Pulse Width Modulation in Arduino Introduction To Pulse Width Modulation and its Concepts 00:12:00 Project 22: LED Fading 00:01:00 Ultrasonic Distance Sensing Ultrasonic Sensor concept 00:14:00 Project 23: Distance Meter 00:02:00 Project 24: Water Level Indicator 00:01:00 Servo Motor Interfacing Servo Interfacing with Arduino 00:15:00 Project 25: Servo Based Angular Control 00:01:00 Conclusion Conclusion 00:01:00 Resources Resources - Start Learning Arduino without Writing a Single Line of 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.

Raspberry Pi Step By Step Training Course Overview Are you looking to begin your Raspberry Pi and Python career or want to develop more advanced skills in Raspberry Pi and Python? Then this raspberry pi step by step online training course will set you up with a solid foundation to become a confident programmer and help you to develop your expertise in Raspberry Pi and Python. This raspberry pi step by step online training course is accredited by the CPD UK & IPHM. CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Whether you are self-taught and you want to fill in the gaps for better efficiency and productivity, this raspberry pi step by step online training course will set you up with a solid foundation to become a confident programmer and develop more advanced skills. Gain the essential skills and knowledge you need to propel your career forward as a programmer. The raspberry pi step by step online training course will set you up with the appropriate skills and experience needed for the job and is ideal for both beginners and those currently working as a programmer. This comprehensive raspberry pi step by step online training course is the perfect way to kickstart your career in the field of Raspberry Pi and Python. This raspberry pi step by step online training course will give you a competitive advantage in your career, making you stand out from all other applicants and employees. If you're interested in working as a programmer or want to learn more skills on Raspberry Pi and Python but unsure of where to start, then this raspberry pi step by step online training course will set you up with a solid foundation to become a confident programmer and develop more advanced skills. As one of the leading course providers and most renowned e-learning specialists online, we're dedicated to giving you the best educational experience possible. This raspberry pi step by step online training course is crafted by industry expert, to enable you to learn quickly and efficiently, and at your own pace and convenience. Who should take this course? This comprehensive raspberry pi step by step online training course is suitable for anyone looking to improve their job prospects or aspiring to accelerate their career in this sector and want to gain in-depth knowledge of Raspberry Pi and Python. Entry Requirements There are no academic entry requirements for this raspberry pi step by step online training course, and it is open to students of all academic backgrounds. As long as you are aged seventeen or over and have a basic grasp of English, numeracy and ICT, you will be eligible to enrol. Career path This raspberry pi step by step online training course opens a brand new door for you to enter the relevant job market and also provides you with the chance to accumulate in-depth knowledge at the side of needed skills to become flourishing in no time. You will also be able to add your new skills to your CV, enhance your career and become more competitive in your chosen industry. Course Curriculum Introduction Introduction and What You will Get When you Join Who We Are Qucik Intro To Raspberry Pi World 10 Uses for Raspberry Pi Board Different Versions of Raspberry Pi Raspberry Pi Components OS Versions Available for Raspberry Pi Arduino Vs Raspberry Pi Vs BeagleBone Course Material Works with Any High Tech Board Running The Raspberry Pi Board What do you Need to RunThe Raspberry Pi Getting OS and Running Raspberry Pi Setting Up Raspberry Pi for the First Time Simulating Raspberry Pi Raspberry Pi Hardware and Starter Kit That Can be Used With it Simple Starter Kit Raspberry Pi Modeb B Unboxing A tour inside Raspberry Pi Operating System A tour inside Raspberry Pi Operating System Raspberry Pi Command Line Updating Software Packages Control Raspberry Pi Board From Another Device Control Raspberry Pi from Another Device Using SSH Control Raspberry Pi from another Device using VNC Server Assign A fix IP Address for Raspberry Pi Board Connecting Raspberry Pi to Another Computer Using Network Cable Control General Purpose Input Output Programming GPIO with Python Python and Your First Code Installing the Control Library Practical Examples Example 1 Blinking Led Example Two Reading Input Values From A Switch Example Three Running the Led Using LDR Example Four PIR Motion Detector Additional Components and Notes BCM Numbering instead of Numbering by Order Adafruit Protection Box and Connection Cable The End Recognised Accreditation CPD Certification Service This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Many organisations look for employees with CPD requirements, which means, that by doing this course, you would be a potential candidate in your respective field. Certificate of Achievement Certificate of Achievement from Lead Academy After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35.   FAQs Is CPD a recognised qualification in the UK? CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD-certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Are QLS courses recognised? Although QLS courses are not subject to Ofqual regulation, they must adhere to an extremely high level that is set and regulated independently across the globe. A course that has been approved by the Quality Licence Scheme simply indicates that it has been examined and evaluated in terms of quality and fulfils the predetermined quality standards. When will I receive my certificate? For CPD accredited PDF certificate it will take 24 hours, however for the hardcopy CPD certificate takes 5-7 business days and for the Quality License Scheme certificate it will take 7-9 business days. Can I pay by invoice? Yes, you can pay via Invoice or Purchase Order, please contact us at info@lead-academy.org for invoice payment. Can I pay via instalment? Yes, you can pay via instalments at checkout. How to take online classes from home? Our platform provides easy and comfortable access for all learners; all you need is a stable internet connection and a device such as a laptop, desktop PC, tablet, or mobile phone. The learning site is accessible 24/7, allowing you to take the course at your own pace while relaxing in the privacy of your home or workplace. Does age matter in online learning? No, there is no age limit for online learning. Online learning is accessible to people of all ages and requires no age-specific criteria to pursue a course of interest. As opposed to degrees pursued at university, online courses are designed to break the barriers of age limitation that aim to limit the learner's ability to learn new things, diversify their skills, and expand their horizons. When I will get the login details for my course? After successfully purchasing the course, you will receive an email within 24 hours with the login details of your course. Kindly check your inbox, junk or spam folder, or you can contact our client success team via info@lead-academy.org

Learning Outcomes After completing this course, learners will be able to: Learn Python for data analysis using NumPy and Pandas Acquire a clear understanding of data visualisation using Matplotlib, Seaborn and Pandas Deepen your knowledge of Python for interactive and geographical potting using Plotly and Cufflinks Understand Python for data science and machine learning Get acquainted with Recommender Systems with Python Enhance your understanding of Python for Natural Language Processing (NLP) Description Whether you are from an engineering background or not you still can efficiently work in the field of data science and the machine learning sector, if you have proficient knowledge of Python. Since Python is the easiest and most used programming language, you can start learning this language now to advance your career with the Data Science And Machine Learning Using Python : A Bootcamp course. This course will give you a thorough understanding of the Python programming language. Moreover, it will show how can you use Python for data analysis and machine learning. Alongside that, from this course, you will get to learn data visualisation, and interactive and geographical plotting by using Python. The course will also provide detailed information on Python for data analysis, Natural Language Processing (NLP) and much more. Upon successful completion of this course, get a CPD- certificate of achievement which will enhance your resume and career. Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post.  Method of Assessment After completing this course, you will be provided with some assessment questions. To pass that assessment, you need to score at least 60%. Our experts will check your assessment and give you feedback accordingly. Career Path After completing this course, you can explore various career options such as Web Developer Software Engineer Data Scientist Machine Learning Engineer Data Analyst In the UK professionals usually get a salary of £25,000 - £30,000 per annum for these positions. Course Content Welcome, Course Introduction & overview, and Environment set-up 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 Essentials 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 Python for Data Analysis using NumPy 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 Python for Data Analysis using Pandas 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 Python for Data Visualization using matplotlib 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 Python for Data Visualization using Seaborn 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 Python for Data Visualization using pandas Pandas Built-in Data Visualization 00:34:00 Pandas Data Visualization Exercises Overview 00:03:00 Panda Data Visualization Exercises Solutions 00:13:00 Python for interactive & geographical plotting using Plotly and Cufflinks 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 Capstone Project - Python for Data Analysis & Visualization 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 Python for Machine Learning (ML) - scikit-learn - Linear Regression Model 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 Python for Machine Learning - scikit-learn - Logistic Regression Model 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 Python for Machine Learning - scikit-learn - K Nearest Neighbors 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 Python for Machine Learning - scikit-learn - Decision Tree and Random Forests 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 Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) 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 Python for Machine Learning - scikit-learn - K Means Clustering 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 Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) 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 Recommender Systems with Python - (Additional Topic) 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 Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) 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 Resources - Data Science and Machine Learning using Python : A Bootcamp 00:00:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 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.

Become a successful therapist and life coach with our accredited, comprehensive, holistic program. Gain skills in mental health, communication, psychology, and personal development. Learn from expert instructors, access interactive materials, and join a supportive community. Flexible learning and certification enhance your career prospects. Ideal for aspiring and current professionals.

The course focuses on the five domains that should be known for the CompTIA PenTest+ PT0-002 exam. Learn to successfully plan and scope a pen test engagement with a client, find vulnerabilities, exploit them to get into a network, then report on those findings to the client with the help of this comprehensive course.

This course will help you to get familiarized with the concepts of MySQL Server and MySQL Workbench needed for database development and management. From basic SQL queries and statements to handling relationships and aggregate functions, you will learn all that you need with the help of real-time activities.

Welcome to Microsoft sql server development for everyone Course. The world of data is a vast and complex one. But with the right tools, it can be yours to explore. SQL Server is one of those tools. It's a powerful database management system that can help you store, manage, and analyse data in ways that were never before possible.   In this Microsoft SQL Server Development for Everyone! course, you'll learn the basics of SQL Server development. You'll learn how to create and manage databases, tables, and data. You'll also learn how to write SQL queries to manipulate data.   Starting with a solid Introduction to SQL, you'll grasp core concepts and gain a strong foundation. We'll then dive into Manipulating Tables and Data, equipping you with effective skills for storing, retrieving, updating, and deleting information.   But we won't stop there! Our in-depth exploration of Relationships and Foreign Keys will ensure you understand the importance of data integrity and how to establish connections between tables. You'll create robust and reliable databases with enforced referential integrity. Next, we'll empower you with the tools of Group By and Aggregate Functions, enabling efficient data analysis and summarisation. Extracting meaningful insights from vast amounts of information will become second nature to you.   To become a well-rounded SQL Server developer, we'll conclude the course with Advanced SQL Server Objects and Concepts. You'll gain a deep understanding of essential elements like stored procedures, views, triggers, and indexes. This knowledge will optimise performance and streamline your development process.   By the end of this Microsoft SQL Server Development for Everyone! course, you'll have a strong understanding of how to use SQL Server to manage and manipulate data. You'll be able to build powerful applications that make better decisions. Become a sought-after SQL Server developer and master the art of data management. Join us today and unlock your data-driven potential!   Learning Outcomes: Through this comprehensive course, you should be able to:   Understand core concepts and gain a strong foundation in SQL Server development. Acquire skills to effectively manipulate tables and data. Establish relationships and enforce data integrity using foreign keys. Utilise group by and aggregate functions for efficient data analysis. Explore advanced SQL Server objects and concepts like stored procedures and views. Gain proficiency in implementing triggers and optimising database performance. Develop the ability to create robust and reliable databases.   Who is this course for? This Microsoft SQL Server Development for Everyone! course is perfect for:   Aspiring developers looking to enhance their programming skills. Professionals seeking to expand their knowledge of SQL Server development. Individuals interested in exploring the world of databases and data management. Students or graduates pursuing a career in database administration or development. Curious learners eager to harness the power of SQL Server.   Career Path Our course will help you to pursue a range of careers, including:   Database Administrator: £25,000 - £60,000 per year. SQL Developer: £30,000 - £65,000 per year. Data Analyst: £25,000 - £55,000 per year. Business Intelligence Developer: £35,000 - £70,000 per year. Software Engineer: £30,000 - £70,000 per year. Data Engineer: £40,000 - £80,000 per year. Database Architect: £45,000 - £90,000 per year. Certification After studying the course materials of the Microsoft SQL Server Development for Everyone! 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. Prerequisites This Microsoft SQL Server Development for Everyone! does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Microsoft SQL Server Development for Everyone! 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.   Course Curriculum Introduction Introduction to SQL Server and Databases 00:04:00 Download and Install SQL Server Express 00:05:00 Manipulating Tables and Data Connect to Database Instance and Create a Database 00:06:00 Drop or Remove Database 00:04:00 What is a Database Table? 00:02:00 Create an SQL Database Table 00:32:00 Insert Data into the Table with SQL Script 00:15:00 Insert Data into the Table with Management Studio 00:05:00 Select Data from the Table with SQL Script 00:09:00 More Advanced Select Queries Part 1 00:18:00 Update Data in the Table 00:10:00 Update Data in the Table with Management Studio GUI 00:02:00 Delete Data from the Table with SQL Script 00:06:00 Delete Data from the Table with Management Studio GUI 00:01:00 Relationships and Foreign Keys What are Relationships, Foreign Keys and Normalization 00:11:00 Create a Relationship in SQL Server 00:19:00 Insert Records in Related Tables 00:13:00 Run Queries on Related Tables 00:19:00 Left, Right and Full Joins 00:11:00 Group By and Aggregate Functions Grouping Data using SQL GROUP BY Clause 00:12:00 SQL AVG Aggregate Function 00:11:00 SQL COUNT Aggregate Function 00:04:00 SQL MAX and MIN Aggregate Functions 00:04:00 SQL SUM Aggregate Function 00:04:00 Advanced SQL Server Objects and Concepts Create and Manage Views 00:23:00 Scalar Valued Functions 00:27:00 Inline Table Valued Functions 00:09:00 Multi Statement Table Valued Functions 00:12:00 Stored Procedures 00:28:00 Table Triggers 00:19:00 Database Scripting, Backup and Restore 00:15:00 Assignment Assignment - Microsoft SQL Server Development for Everyone! 00:00:00

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