13861 Courses

Overview This comprehensive course on Advanced Mathematics will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Advanced Mathematics comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Advanced Mathematics. It is available to all students, of all academic backgrounds. Requirements Our Advanced Mathematics 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 Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 8 sections • 30 lectures • 03:23:00 total length •Introduction: 00:01:00 •Introduction to Mathematical Logic, What is Sentence, Statements and their Types: 00:02:00 •Introduction to Logical Connectivity, Tautology, Contradiction, Contingency, Pattern: 00:06:00 •Quantitative and Quantified Statement and types and example: 00:03:00 •Dual: Replacing of Connections and Symbols: 00:02:00 •Negations of Compound Statement, Converse, Inverse, & Contrapositive: 00:03:00 •Algebra of Statements and Law: 00:05:00 •Real Life application of Logic to Switching Electric Circuit: 00:05:00 •Introduction to Matrices, Multiplication and Addition using Matrix: 00:06:00 •Inverse of Matrix Uniqueness of Inverse, Elementary Transformation: 00:09:00 •Method of REDUCTION AND INVERSION with real life example how we can implement: 00:17:00 •Introduction to Trigonometric Function: 00:03:00 •General Solutions and Theorem: 00:10:00 •Solution of Triangle: Polar Co-ordinates: 00:21:00 •Rules and Theorems of Sin Cosine and Tan: 00:22:00 •Introduction & Combined Equations: 00:07:00 •Degrees and Types: 00:13:00 •Some Theorem: 00:17:00 •Introduction - vector Cartesian theorem: 00:02:00 •Cartesian Equation & 2 Point Theorem: 00:03:00 •Theorems & Problem Solving: 00:05:00 •Distance of Point Line: 00:05:00 •Skew Lines: 00:01:00 •Distance of skew lines: 00:03:00 •Distance between parallel lines: 00:02:00 •Equation of Plane and Cartesian Form: 00:10:00 •Linear Programming Introduction: 00:08:00 •Introduction to LPP (Linear Programming Problem): 00:05:00 •LPP Problem Solving: 00:07:00 •Assignment - Advanced Mathematics: 00:00:00

Course Overview: If you're interested in expanding your knowledge about autism and how to support individuals on the spectrum, the Understanding Autism Awareness and Diagnosis Level 2 course is a great option. This course will help you understand the causes, symptoms, diagnosis, and treatment of ASD. You will learn about the different cognitive approaches that explain how people with ASD perceive and process information. You will discover the different types of ASD, the challenges that people with ASD face, and the strategies that can be used to help them succeed. Enrol in the course today and start your journey towards an in-demand career. Key Features of the Course: CPD certificate 24/7 learning assistance Interesting learning materials Interactive quizzes and assessments Self-paced learning Updated content Who is This Course For? This Understanding Autism Awareness and Diagnosis course is designed for educators, healthcare professionals, parents, caregivers, and anyone seeking a comprehensive understanding of autism awareness and diagnosis. Whether you are already working with individuals on the autism spectrum or simply interested in expanding your knowledge, this course is ideal. What You Will Learn: In this Understanding Autism Awareness and Diagnosis course, you will explore essential topics related to autism spectrum disorder (ASD). Firstly, you will gain insights into the various learning difficulties associated with autism and how they manifest in individuals. Next, you will delve into the intricacies of autism diagnosis, learning about the assessment process and diagnostic criteria. Furthermore, you will explore cognitive approaches used in working with individuals on the autism spectrum, understanding their thinking patterns and unique strengths. You will also discover effective strategies for interacting and engaging with autistic individuals, fostering better communication and building meaningful connections. Additionally, the course covers essential considerations and applicable tips for dealing with autistic individuals in various contexts. Why Enrol in This Course: Enrolling in this top-reviewed course, you will develop valuable skills that can positively impact your personal and professional life. Understanding autism awareness and diagnosis opens up various career paths where you can make a positive impact. Requirements: No prior knowledge or experience is required to enrol in this Understanding Autism Awareness and Diagnosis course. The content is designed to be accessible to learners from diverse backgrounds and professions. Career Path: Completing this Understanding Autism Awareness and Diagnosis course can open doors to various fulfilling professions related to autism awareness and support. Some potential career paths and their corresponding average salaries in the UK include: Special Education Teacher - £30,000 per year Speech and Language Therapist - £35,000 per year Behaviour Analyst - £40,000 per year Occupational Therapist - £32,000 per year Autism Support Worker - £20,000 per year Autism Consultant - £45,000 per year Autism Researcher - £50,000 per year Certification: Upon completing the Understanding Autism Awareness and Diagnosis course, you will receive a CPD (Continuing Professional Development) certificate, validating your commitment to expanding your knowledge and understanding of autism awareness and diagnosis. Don't miss this chance to broaden your horizons and foster a more inclusive and empathetic society. Enrol in the "Understanding Autism Awareness and Diagnosis" course today and embark on a transformative learning journey. Course Curriculum 3 sections • 9 lectures • 02:55:00 total length •Autism Spectrum Disorder (ASD): 00:25:00 •Learning Difficulties Related to Autism: 00:23:00 •Autism Diagnosis: 00:16:00 •Cognitive Approaches in Autism: 00:17:00 •Dealing with Autistic Individuals: 00:22:00 •Other Considerations for Dealing with Autistic Individuals: 00:19:00 •Engagement in Autism Awareness: 00:13:00 •Mock Exam - Understanding Autism Awareness and Diagnosis Level 2: 00:20:00 •Final Exam - Understanding Autism Awareness and Diagnosis Level 2: 00:20:00

Course Overview: Winston Churchill, whose powerful speeches during World War II rallied the British nation and inspired hope amidst the darkest times. His ability to choose words wisely and deliver them with conviction exemplified the transformative power of eloquence. So, let's unlock the power of your voice and embark on a transformative journey with our Eloquence Course: Discover Your Confident and Powerful Voice. Effective communication skills have become paramount for personal and professional success in today's fast-paced world. Through this comprehensive course, you will delve into the art of eloquence, learning how to captivate your audience, build relationships, and master the nuances of tone and body language. Developed by a team of experts with a deep understanding of the power of persuasive speech, this course offers a carefully crafted curriculum designed to transform your communication style. Key Features of the Course: CPD Certificate upon completion, enhancing your professional credentials 24/7 Learning Assistance from our dedicated support team, ensuring you receive guidance every step of the way Engaging and interesting learning materials, including videos, exercises, and quizzes, to keep you motivated and actively involved throughout the course Who is This Course For? This Eloquence Course: Discover Your Confident and Powerful Voice, is ideal for anyone looking to enhance their communication skills and gain confidence in expressing themselves effectively. What You Will Learn: In this Eloquence Course: Discover Your Confident and Powerful Voice, you will embark on a journey of self-discovery and develop essential skills through our meticulously designed modules. Let's take a closer look at what you will learn: Modules 1 and 2: Impress and Hook Your Audience Discover techniques to grab your audience's attention from the very beginning and leave a lasting impression. Modules 3 to 5: Choose Your Words Wisely Master the art of selecting the right words to convey your message effectively and persuasively. Modules 6 to 10: Build Relationships and Master Your Tone of Voice Learn how to forge meaningful connections with your audience and harness the power of tone in your delivery. Modules 11 and 12: Convince with Your Voice and Command with Your Body Develop the ability to persuade and influence others through the power of your voice and body language. Module 13: Answer Any Question Learn the art of confidently responding to questions, even in challenging situations. Why Enrol in This Course: Our Eloquence Course: Discover Your Confident and Powerful Voice, has received top reviews from previous learners, who have praised its effectiveness in transforming communication skills. We have meticulously updated the course to include the latest communication techniques and strategies, ensuring you receive the most relevant and up-to-date knowledge. Requirements: To fully engage in this Eloquence Course: Discover Your Confident and Powerful Voice, you only need a willingness to learn and a desire to enhance your communication skills. There are no specific prerequisites or prior experience required. Career Path: Upon completing this Eloquence Course: Discover Your Confident and Powerful Voice, you will be equipped with highly valuable skills to propel you towards various professions. Some of the career paths you can explore include: Public Speaker - Average UK Salary: £50,000 per year Sales Executive - Average UK Salary: £30,000 per year Marketing Manager - Average UK Salary: £45,000 per year Human Resources Manager - Average UK Salary: £40,000 per year Media Presenter - Average UK Salary: £35,000 per year Team Leader - Average UK Salary: £35,000 per year Customer Relationship Manager - Average UK Salary: £30,000 per year Certification: Upon completing the Eloquence Course: Discover Your Confident and Powerful Voice, you will receive a CPD (Continuing Professional Development) certificate, adding credibility to your newly acquired skills and enhancing your professional profile. Course Curriculum 1 sections • 13 lectures • 03:34:00 total length •Module 01: Introduction: 00:18:00 •Module 02: Impress Hook Your Audience: 00:26:00 •Module 03: Eloquence Choose Your Word Wisely Part 01: 00:18:00 •Module 04: Eloquence Choose Your Word Wisely Part 02: 00:20:00 •Module 05: Eloquence Choose Your Word Wisely Part 03: 00:14:00 •Module 06: Impress Build Relationships: 00:10:00 •Module 07: Eloquence Master Your Tone of Voice Part 01: 00:19:00 •Module 08: Eloquence Master Your Tone of Voice Part 02: 00:14:00 •Module 09: Eloquence Master Your Tone of Voice Part 03: 00:17:00 •Module 10: Eloquence Master Your Tone of Voice Part 04: 00:14:00 •Module 11: Impress Convince with Your Voice: 00:19:00 •Module 12: Impress Command with Your Body: 00:16:00 •Module 13: Impress Answer Any Question: 00:09:00

Course Overview: Step into the world of persuasive communication and unlock your sales and marketing potential with our Counselling Course - Sales and Marketing Skills Level 3. This comprehensive program is a game-changer for individuals looking to thrive in the competitive sales and marketing landscape. In today's business climate, where customer preferences and market dynamics constantly evolve, possessing advanced counselling skills is a differentiating factor that can propel your career to new heights. Research shows that professionals with effective counselling techniques achieve a remarkably 30% higher conversion rate than their peers. By honing your communication abilities, you will close more deals and establish meaningful connections with customers, fostering loyalty and repeat business. With our course, you will understand the psychology behind successful sales interactions and learn how to navigate objections, craft compelling pitches, and seal the deal with finesse. Join our Counselling Course - Sales and Marketing Skills Level 3, and position yourself as a top-performing sales professional in today's competitive market. Invest in your future success and embark on a learning journey that will revolutionise your sales and marketing career. Key Features of the Course: CPD Certification: Upon successfully completing the Counselling Course - Sales and Marketing Skills Level 3, you will receive a CPD certificate, internationally recognised as a mark of your professional development. 24/7 Learning Assistance: We understand the importance of continuous learning. That's why we offer 24/7 learning assistance, ensuring you have the support you need throughout your learning journey. Who is This Course For? This course is ideal for individuals who are already working or aspiring to work in sales and marketing roles. Whether you're a sales representative, account manager, marketing executive, or business development professional, this course will provide you with the skills and knowledge necessary to excel in your career. It is also suitable for entrepreneurs and business owners looking to enhance their sales and marketing expertise to grow their businesses. What You Will Learn: This course offers comprehensive training in sales and marketing, covering various modules to equip learners with essential skills. The first module establishes a strong foundation for successful approaches in sales and marketing. The second module focuses on effective communication and active listening, teaching learners the art of engaging with their audience. In module three, learners will learn how to prepare themselves before reaching out to potential customers. Module four explores creative openings that can capture the audience's attention in unique and captivating ways. The focus of module five is crafting compelling sales pitches that resonate with customers' needs. Module six equips learners with strategies to handle objections effectively, enabling them to address and overcome challenges during the sales process. Sealing the deal and securing long-term customer relationships is the objective of module seven. In module eight, learners will then explore post-sale strategies to nurture customer satisfaction and loyalty. Setting realistic and achievable sales targets is covered in module nine, providing learners with the tools to drive their success. Module ten emphasises the importance of data management and teaches learners how to leverage data to enhance their sales and marketing efforts. Why Enrol in This Course: By enrolling in the Counselling Course - Sales and Marketing Skills Level 3, you are choosing a top-reviewed course that has been recently updated to reflect the latest industry trends and best practices. With our comprehensive curriculum and expertly designed modules, you will develop the essential skills needed to excel in sales and marketing roles. Requirements: You only need a basic understanding of sales and marketing concepts to benefit fully from this course. A passion for learning and a desire to enhance your skills are the key prerequisites for success. Career Path: Upon completion of this course, you will be equipped for various exciting career paths in sales and marketing, including: Sales Representative - Average UK Salary: £25,000 per year Account Manager - Average UK Salary: £35,000 per year Marketing Executive - Average UK Salary: £28,000 per year Business Development Manager - Average UK Salary: £40,000 per year Sales Manager - Average UK Salary: £45,000 per year Digital Marketing Specialist - Average UK Salary: £32,000 per year Brand Manager - Average UK Salary: £38,000 per year Certification: You will receive a CPD certificate after completing the Counselling Course. The certificate demonstrates your commitment to professional development and increasing your credibility in the industry. Course Curriculum 1 sections • 12 lectures • 11:00:00 total length •Module One - Getting Started: 01:00:00 •Module Two - Understanding the Talk: 01:00:00 •Module Three - Getting Prepared to Make the Call: 01:00:00 •Module Four - Creative Openings: 01:00:00 •Module Five - Making Your Pitch: 01:00:00 •Module Six - Handling Objections: 01:00:00 •Module Seven - Sealing the Deal: 00:30:00 •Module Eight - Following Up: 01:00:00 •Module Nine - Setting Goals: 01:00:00 •Module Ten - Managing Your Data: 00:30:00 •Module Eleven - Using a Prospect Board: 01:00:00 •Module Twelve - Wrapping Up: 01:00:00

Course Overview: Imagine the power of interacting with databases, organising vast information, and extracting valuable insights - all at your fingertips. This might seem like a formidable task, but SQL, or Structured Query Language, brings this within reach. It is one of the most in-demand skills in the tech industry, with a projected 10% job growth rate over the next decade. Our course, The Complete SQL from Scratch: Bootcamp, provides a thorough understanding of SQL, irrespective of your prior familiarity with it. This comprehensive course walks you through the journey from the fundamentals of databases to the intricate functionalities of SQL. The curriculum includes detailed discussions on database creation, table manipulation, SQL statements, and utilisation of various operators. Moreover, it also covers essential operations like data backup and restoration, thus preparing learners for real-life database management scenarios. The course design ensures a smooth transition from one concept to another, enabling learners to solidify their understanding at each step. Enrol today and start learning SQL! Key Features of the Course: CPD certificate: Upon completion of the course, you'll receive a CPD certificate that you can use to demonstrate your skills to employers. 24/7 Learning Assistance: Our team of experts is available 24/7 to answer your questions and help you progress through the course. Interesting learning materials: The course is packed with engaging videos, interactive exercises, and quizzes to help you learn SQL in a fun and effective way. Who is This Course For? The Complete SQL from Scratch: Bootcamp course is suitable for anyone interested in diving into the world of databases or enhancing their skills further. Beginners with no prior knowledge and professionals seeking an in-depth understanding of SQL would equally benefit from the course. What You Will Learn: Through The Complete SQL from Scratch: Bootcamp , you will learn: An in-depth understanding of databases and their functions. Familiarity with PostgreSQL installation and various connections. Proficiency in manipulating data including insert, update, delete operations. A comprehensive grasp of complex SQL commands and queries. Skills to design and alter table structures using SQL scripts. Advanced knowledge about SQL statements, their structure, and usage. Competence in data backup and restoration in databases. Why Enrol in This Course: The Complete SQL from Scratch: Bootcamp course is reviewed as a top choice among learners, and is recently updated to match the trending industry needs. By enrolling, you will acquire a set of skills that are crucial in today's data-centric world, enhancing your employability and competitive edge. Requirements: No prior experience is required A computer with internet access Career Path: Database Administrator (average UK salary £47,000) Data Analyst (£40,000), Business Analyst (£43,000) SQL Developer (£45,000) Database Engineer (£48,000) Systems Analyst (£41,000) Data Architect (£62,000). Certification: After successfully completing the course, you will receive a CPD certificate, signifying your expertise in SQL. This course is your stepping stone to becoming a proficient database professional. Enrol and Lets get started! Course Curriculum 12 sections • 56 lectures • 06:39:00 total length •Introduction: 00:04:00 •Course Curriculum overview: 00:04:00 •Overview of Databases: 00:08:00 •PostgreSQL Installation: 00:13:00 •Connecting to PostgreSQL using psql: 00:04:00 •Connecting to PostgreSQL using PgAdmin: 00:07:00 •Basic of Database and Tables: 00:06:00 •Data Types: 00:07:00 •Primary Keys and Foreign Keys: 00:04:00 •Create Table in SQL Script: 00:17:00 •Insert: 00:05:00 •Update: 00:05:00 •Delete: 00:03:00 •Alter Table: 00:05:00 •Drop Table: 00:02:00 •Check Constraint: 00:12:00 •NOT NULL Constraint: 00:04:00 •UNIQUE Constraint: 00:06:00 •Overview of Challenges: 00:04:00 •SQL Statement Basic: 00:07:00 •SELECT Statement: 00:12:00 •SELECT DISTINCT: 00:10:00 •Column AS Statement: 00:07:00 •COUNT: 00:07:00 •SELECT WHERE Clause - One: 00:06:00 •SELECT WHERE Clause - Two: 00:11:00 •ORDER: 00:05:00 •LIMIT: 00:04:00 •BETWEEN keyword usage on real time: 00:08:00 •IN Operator: 00:06:00 •LIKE and ILIKE: 00:10:00 •Overview of GROUP BY: 00:03:00 •Aggregation Function: 00:12:00 •GROUP BY - One: 00:05:00 •GROUP BY - Two: 00:06:00 •HAVING on SQL Statement: 00:04:00 •Overview of JOINS: 00:07:00 •Introduction to JOINS: 00:06:00 •AS Statement table: 00:05:00 •INNER Joins: 00:14:00 •Full Outer Joins: 00:04:00 •Left Outer join: 00:03:00 •Right Outer Join: 00:05:00 •Union: 00:05:00 •Basic of Advanced SQL Commands: 00:04:00 •Timestamps: 00:17:00 •Extract from Timestamp: 00:05:00 •Mathematical Functions: 00:06:00 •String Functions: 00:16:00 •SubQuery: 00:08:00 •Overview of Databases and Tables: 00:02:00 •Creating a Database backup: 00:03:00 •Restoring a Database from backup: 00:04:00 •Overview Assessment Test: 00:02:00 •Mock Exam - The Complete SQL from Scratch: Bootcamp: 00:20:00 •Final Exam - The Complete SQL from Scratch: Bootcamp: 00:20:00

A hybrid community learning event for all ORSC members and ORSC curious! We'll be using the Deep Democracy process to explore what community means to us.

Overview In this age of technology, data science and machine learning skills have become highly demanding skill sets. In the UK a skilled data scientist can earn around £62,000 per year. If you are aspiring for a career in the IT industry, secure these skills before you start your journey. The Complete Machine Learning & Data Science Bootcamp 2023 course can help you out. This course will introduce you to the essentials of Python. From the highly informative modules, you will learn about NumPy, Pandas and matplotlib. The course will help you grasp the skills required for using python for data analysis and visualisation. After that, you will receive step-by-step guidance on Python for machine learning. The course will then focus on the concepts of Natural Language Processing.  Upon successful completion of the course, you will receive a certificate of achievement. This certificate will help you elevate your resume. So enrol 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? Anyone with an interest in learning about data science can enrol in this course. It will help aspiring professionals develop the basic skills to build a promising career. Professionals already working in this can take the course to improve their skill sets. 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 Course Curriculum 18 sections • 98 lectures • 23:48:00 total length •Welcome & Course Overview6: 00:07:00 •Set-up the Environment for the Course (lecture 1): 00:09:00 •Set-up the Environment for the Course (lecture 2): 00:25:00 •Two other options to setup environment: 00:04:00 •Python data types Part 1: 00:21:00 •Python Data Types Part 2: 00:15:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1): 00:16:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2): 00:20:00 •Python Essentials Exercises Overview: 00:02:00 •Python Essentials Exercises Solutions: 00:22:00 •What is Numpy? A brief introduction and installation instructions.: 00:03:00 •NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes.: 00:28:00 •NumPy Essentials - Indexing, slicing, broadcasting & boolean masking: 00:26:00 •NumPy Essentials - Arithmetic Operations & Universal Functions: 00:07:00 •NumPy Essentials Exercises Overview: 00:02:00 •NumPy Essentials Exercises Solutions: 00:25:00 •What is pandas? A brief introduction and installation instructions.: 00:02:00 •Pandas Introduction: 00:02:00 •Pandas Essentials - Pandas Data Structures - Series: 00:20:00 •Pandas Essentials - Pandas Data Structures - DataFrame: 00:30:00 •Pandas Essentials - Handling Missing Data: 00:12:00 •Pandas Essentials - Data Wrangling - Combining, merging, joining: 00:20:00 •Pandas Essentials - Groupby: 00:10:00 •Pandas Essentials - Useful Methods and Operations: 00:26:00 •Pandas Essentials - Project 1 (Overview) Customer Purchases Data: 00:08:00 •Pandas Essentials - Project 1 (Solutions) Customer Purchases Data: 00:31:00 •Pandas Essentials - Project 2 (Overview) Chicago Payroll Data: 00:04:00 •Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data: 00:18:00 •Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach: 00:13:00 •Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials - Exercises Overview: 00:06:00 •Matplotlib Essentials - Exercises Solutions: 00:21:00 •Seaborn - Introduction & Installation: 00:04:00 •Seaborn - Distribution Plots: 00:25:00 •Seaborn - Categorical Plots (Part 1): 00:21:00 •Seaborn - Categorical Plots (Part 2): 00:16:00 •Seborn-Axis Grids: 00:25:00 •Seaborn - Matrix Plots: 00:13:00 •Seaborn - Regression Plots: 00:11:00 •Seaborn - Controlling Figure Aesthetics: 00:10:00 •Seaborn - Exercises Overview: 00:04:00 •Seaborn - Exercise Solutions: 00:19:00 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1): 00:19:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2): 00:14:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview): 00:11:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions): 00:17:00 •Project 1 - Oil vs Banks Stock Price during recession (Overview): 00:15:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3): 00:17:00 •Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview): 00:03:00 •Introduction to ML - What, Why and Types..: 00:15:00 •Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff: 00:15:00 •scikit-learn - Linear Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Linear Regression Model Hands-on (Part 2): 00:19:00 •Good to know! How to save and load your trained Machine Learning Model!: 00:01:00 •scikit-learn - Linear Regression Model (Insurance Data Project Overview): 00:08:00 •scikit-learn - Linear Regression Model (Insurance Data Project Solutions): 00:30:00 •Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc.: 00:10:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 2): 00:20:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 3): 00:11:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Overview): 00:05:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Solutions): 00:15:00 •Theory: K Nearest Neighbors, Curse of dimensionality .: 00:08:00 •scikit-learn - K Nearest Neighbors - Hands-on: 00:25:00 •scikt-learn - K Nearest Neighbors (Project Overview): 00:04:00 •scikit-learn - K Nearest Neighbors (Project Solutions): 00:14:00 •Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging.: 00:18:00 •scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1): 00:19:00 •scikit-learn - Decision Tree and Random Forests (Project Overview): 00:05:00 •scikit-learn - Decision Tree and Random Forests (Project Solutions): 00:15:00 •Support Vector Machines (SVMs) - (Theory Lecture): 00:07:00 •scikit-learn - Support Vector Machines - Hands-on (SVMs): 00:30:00 •scikit-learn - Support Vector Machines (Project 1 Overview): 00:07:00 •scikit-learn - Support Vector Machines (Project 1 Solutions): 00:20:00 •scikit-learn - Support Vector Machines (Optional Project 2 - Overview): 00:02:00 •Theory: K Means Clustering, Elbow method.: 00:11:00 •scikit-learn - K Means Clustering - Hands-on: 00:23:00 •scikit-learn - K Means Clustering (Project Overview): 00:07:00 •scikit-learn - K Means Clustering (Project Solutions): 00:22:00 •Theory: Principal Component Analysis (PCA): 00:09:00 •scikit-learn - Principal Component Analysis (PCA) - Hands-on: 00:22:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Overview): 00:02:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Solutions): 00:17:00 •Theory: Recommender Systems their Types and Importance: 00:06:00 •Python for Recommender Systems - Hands-on (Part 1): 00:18:00 •Python for Recommender Systems - - Hands-on (Part 2): 00:19:00 •Natural Language Processing (NLP) - (Theory Lecture): 00:13:00 •NLTK - NLP-Challenges, Data Sources, Data Processing ..: 00:13:00 •NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing: 00:19:00 •NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW.: 00:19:00 •NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes : 00:13:00 •NLTK - NLP - Pipeline feature to assemble several steps for cross-validation: 00:09:00

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

Overview Become an expert in online marketing and learn how to turn brands and businesses into huge successes overnight. This popular Digital Marketing and Advertising Level 3 course is designed to teach anyone the fundamental knowledge needed to perform dynamic online advertising that works. The many online learning modules provide expert tuition for every aspect of Digital Marketing; from using SEO to target an audience, to utilising the power of social media to make a product go viral. You will also be taught how to use video and email marketing in order to maximise the recognition for your work and make everyone aware of your product. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is this course for? There is no experience or previous qualifications required for enrolment on this Digital Marketing and Advertising Level 3. It is available to all students, of all academic backgrounds. Requirements Our Digital Marketing and Advertising Level 3 is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 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 13 sections • 123 lectures • 11:23:00 total length •Welcome: 00:01:00 •How to register your company: 00:04:00 •How to see Email Sender's Company and Logo in Your Gmail: 00:02:00 •How to Generate sitemap of a website: 00:03:00 •How to protect a website from Spam on WordPress: 00:02:00 •Quick way to identify whether the website is Mobile optimized: 00:03:00 •How to identify registration data of website: 00:01:00 •How to identify duplicate content from the web: 00:03:00 •How to create google alerts: 00:03:00 •How to find the age of the domin: 00:02:00 •How to check if the website server is down: 00:01:00 •How to create text notes thatwill self destruct after being read: 00:02:00 •How to send google search information to your friends: 00:03:00 •How to find webhost of any website: 00:02:00 •Discover new sites that are similar to what you like alredy: 00:03:00 •How to easily highlight the important parts of a web page: 00:01:00 •How to share you email online without worrying about spam: 00:02:00 •How to get compute level answers without searching: 00:03:00 •The easiest way to setup email reminders: 00:03:00 •How to find the original URL tht's hiding behind a short URL: 00:02:00 •How to corrupt a file you shared online: 00:01:00 •How to create a throwaway email: 00:02:00 •How to check if your email account has been compromised: 00:01:00 •How to register website on Google search console: 00:06:00 •How to Optimize your website homepage: 00:06:00 •How to add a sitemap on google search: 00:07:00 •How to shortlist targeted keyword list in google keyword planner: 00:08:00 •How to set international targeting on google search: 00:02:00 •How to remove a URL from google search engine: 00:03:00 •How to identify competitors keyword: 00:08:00 •How to leverage top sites to get on google search results: 00:04:00 •Discover powerful data analytics to mesure SEO performance: 00:06:00 •How to do keyword research: 00:11:00 •How to write perfect title tags for search engines: 00:05:00 •How to optimise heading tags, external and internal links: 00:08:00 •What are backlinks & how to get them: 00:06:00 •How to write a perfect Meta description: 00:06:00 •How to enhance speed & performance of your website: 00:04:00 •Youtube account setup: 00:04:00 •Account optimization: 00:09:00 •How to create & setup Youtube channel banner: 00:05:00 •Youtube channel tags, thumbnails & custom thumbnails: 00:08:00 •Analyse Youtube keyword research: 00:05:00 •Youtube SEO techniques: 00:07:00 •What are Youtube cards & how does it work: 00:06:00 •How to optimise comments & reply them in bulk: 00:03:00 •How to grow your channel with competitor Analysis: 00:07:00 •How to manage multiple YouTube accounts: 00:02:00 •A simple yet powerful trick to increase your subscribers list: 00:03:00 •Youtube Paid Advertising: 00:13:00 •How to monetise your YouTube channel: 00:02:00 •What are Google Ads & how does it work: 00:16:00 •Account setup: 00:04:00 •Competitors analysis: 00:08:00 •Campaign types & how to select the right campaign: 00:07:00 •Bids & Budgets: 00:08:00 •How to target the right audience: 00:07:00 •Google Ads advance campaign settings: 00:07:00 •Choosing the right keywords: 00:05:00 •How to write ads that gets more clicks: 00:06:00 •How to install tracking code on your website: 00:04:00 •How to add filters & remove internal traffic: 00:04:00 •How to track paid campaigns: 00:04:00 •How to look and analyse different segment data: 00:06:00 •How to configure goals in google analysics: 00:05:00 •How to link google Adwords account: 00:03:00 •How to manage multiple analytics accounts: 00:02:00 •How to remove spam traffic: 00:04:00 •Email marketing tools set up ( Mailchimp and Gestresponse): 00:10:00 •How to install signup or popup forms on the website: 00:17:00 •How to collect email address without a wbsite: 00:05:00 •How to create a 'Hook' to your signup forms: 00:08:00 •Discover the psychology behind acquiring more leads: 00:09:00 •Email marketing automation process: 00:08:00 •Email analytics: 00:07:00 •How to increase your connections in no time: 00:08:00 •Secret of LinkedIn InMails: 00:05:00 •Discover the best ways to use Linkedin Groups: 00:09:00 •How to setup a company page on Linkedin: 00:04:00 •How to increase traffic to your website using Linkedin blog: 00:07:00 •Twitter Account setup: 00:03:00 •Knowing Twitter features: 00:06:00 •Following twitter accounts: 00:03:00 •Twitter profile optimisation: 00:06:00 •How to get Twitter followers: 00:10:00 •Posting first 5 tweets for engagement: 00:05:00 •Leveraging Hashtags to increase your tweets visibility: 00:04:00 •What are twitter polls & how do you use them: 00:05:00 •A powerful trick to acquire customers on twitter: 00:03:00 •How to get followers retweet your post: 00:03:00 •How to embed a twitter button to your website or post: 00:02:00 •Twitter analytics: 00:04:00 •Set your Facebook page: 00:05:00 •Facebook Icon, cover image & description: 00:06:00 •How to get your first page likes: 00:08:00 •Discover how to increase your page likes: 00:02:00 •How to manage multiple Facebook page: 00:03:00 •Facebook comments: 00:05:00 •Leveraging Facebook groups: 00:05:00 •Facebook Autoposting: 00:04:00 •Run a competition: 00:06:00 •Facebook Ads: 00:04:00 •How to get best out of Facebook: 00:15:00 •Facebook pixel & Re-marketing: 00:04:00 •How to setup a Instagram business profile: 00:07:00 •Set up Instagram bio & profile image: 00:03:00 •Leveraging Instagram accounts: 00:06:00 •A simple way to create free content on Instagram: 00:05:00 •Secret of hashtags on Instagram: 00:04:00 •Reposting Instagram App: 00:04:00 •How to get genuine Instagram followers: 00:05:00 •Discover how to grow your business through Instagram stories: 00:05:00 •How to get your posts reposted on Instgram by influncers: 00:05:00 •A quick way to do App store marketing research: 00:16:00 •How to discover the estimate size of your market: 00:08:00 •Discover the best ways to promote your app: 00:15:00 •App installs via Facebook Ads: 00:16:00 •App installs via Google Ads: 00:14:00 •How to make money from your app: 00:08:00 •How to optimise your App store listing ?: 00:14:00 •Discover growth hacking techniques for App downloads: 00:09:00 •Techniques to get to the top of App store ranking: 00:07:00 •Assignment - Digital Marketing and Advertising Level 3: 00:00:00

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