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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.
Does looking at numbers terrify you? And constantly thinking about whether you are using proper grammar while talking? Then no worries, our Functional Skills Maths Level 2 and Functional Skills English courses are designed to help you overcome just that and also equip you with the essential skills you need for success in both your personal and professional life. Functional Skills Maths & English assists students with the fundamental abilities they'll need to succeed in the workplace, handle real-world scenarios, and pursue their education confidently and successfully. It will also help you get better grades in your GCSEs. With our Functional Skills Maths Level 2 and Functional Skills English courses you will be able to deal with mathematical problems, graphs, navigating profit and loss scenarios and probability. According to Reed a Teaching assistant can earn from £27,000 to £32,000 in a year depending on qualification, experience, location and other factors. Don't let a lack of qualifications hold you back. With our Functional Skills Maths Level 2 and Functional Skills English courses, you can build a strong foundation for a brighter future. Enrol today and take the first step towards unlocking your full potential! Join now in our Functional Skills Maths Level 2 & Functional Skills English Level 2 course and empower yourself with the skills that matter. Key Features: CPD Certified Functional Skills Maths Level 2 & Functional Skills English Level 2 course Free Certificate from Reed CIQ Approved Functional Skills Maths Level 2 & Functional Skills English Level 2 course Developed by Specialist Lifetime Access This Functional Skills Maths Level 2 & Functional Skills English Level 2 course is accessible to anyone eager to learn more about this topic. Through this course, you'll gain a solid understanding of Functional Skills Maths Level 2 & Functional Skills English Level 2. Whether you're looking to boost your confidence, open doors to new job opportunities, or simply gain a better grasp of essential Maths and English skills, our Functional Skills Maths Level 2 & Functional Skills English Level 2 courses are your stepping stone to success. Why Choose Our Functional Skills Maths Level 2 & English Level 2 course Course? By choosing our Functional Skills Maths Level 2 & English Level 2 course is a smart investment in your professional future. Our Functional Skills Maths Level 2 & English Level 2 course course is designed by industry professionals to stay ahead of trends, offering the most current and relevant content. This Functional Skills Maths Level 2 & English Level 2 course course provides you with the tools and knowledge needed to excel in today's competitive landscape. With flexible learning options and a commitment to your success, our Functional Skills Maths Level 2 & English Level 2 course course is the key to unlocking your potential and advancing your professional journey. Functional Skills Maths Level 2 Curriculum 1.1 Understanding Numbers, including Negative Numbers 1.2 Exploring Decimal Notation 1.3 Grasping Fractions and Power 1.4 Delving into Exponents and Radicals 1.5 Multiples and Factors: Applications in Maths 1.6 Expressions: Manipulating Mathematical Statements 1.7 Graphs: Visualizing Mathematical Relationships 1.8 Calculating Perimeter and Area in Geometric Contexts 1.9 Utilizing Percentages and Averages 1.10 Navigating Profit and Loss Scenarios 1.11 Exploring Probability in Everyday Situations Functional Skills English Level 2 Curriculum 2.1 Reading Comprehension and Interpretation 2.2 Analyzing Sentence Structure in Texts 2.3 Writing Proficiency 2.4 Composition Writing Skills 2.5 Oral Communication and Speaking Abilities 2.6 Mastery of Grammar Learning Outcomes: After completing this Functional Skills Maths Level 2 & Functional Skills English Level 2 course, you will be able to: Recognise and manipulate fundamental maths concepts, including numbers, decimals, and fractions. Apply maths operations, including the interpretation of graphs, in various scenarios. Understand real-world mathematical applications such as percentages, profit, and probability. Comprehend and interpret written English passages with accurate sentence structure understanding. Demonstrate proficiency in writing compositions and effectively conveying ideas orally. Master language fundamentals, ensuring correct usage of grammar, spelling, and punctuation. CPD 10 CPD hours / points Accredited by The CPD Certification Service Functional Skills Maths Level 2 Curriculum 1:33:45 1: 1.1 Understanding Numbers, including Negative Numbers 09:43 2: 1.2 Exploring Decimal Notation 07:51 3: 1.3 Grasping Fractions and Power 14:36 4: 1.4 Delving into Exponents and Radicals 08:36 5: 1.5 Multiples and Factors: Applications in Mathematics 10:32 6: 1.6 Expressions: Manipulating Mathematical Statements 06:03 7: 1.7 Graphs: Visualizing Mathematical Relationships 04:44 8: 1.8 Calculating Perimeter and Area in Geometric Contexts 07:51 9: 1.9 Utilizing Percentages and Averages 12:07 10: 1.10 Navigating Profit and Loss Scenarios 05:31 11: 1.11 Exploring Probability in Everyday Situations 06:11 Functional Skills English Level 2 Curriculum 1:44:17 12: 2.1 Reading Comprehension and Interpretation 16:35 13: 2.2 Analyzing Sentence Structure in Texts 11:29 14: 2.3 Writing Proficiency 16:25 15: 2.4 Composition Writing Skills 12:19 16: 2.5 Oral Communication and Speaking Abilities 22:28 17: 2.6 Mastery of Grammar 23:01 18: CPD Certificate - Free 01:00 19: Leave A Review 01:00 Who is this course for? This course is suitable for: Individuals seeking foundational knowledge in Functional Skills of Maths and English. Students aiming to improve their language and numeracy abilities through Functional Skills Maths and English. Learners preparing for further education or specific vocational training. Adults returning to education to enhance basic Maths and English skills through Functional Skills Maths and English. Those looking to improve employability through enhanced literacy and numeracy. Requirements There are no requirements needed to enrol into this Functional Skills Maths Level 2 & Functional Skills English Level 2 course. We welcome individuals from all backgrounds and levels of experience to enrol into this course. Career path After finishing this Functional Skills Maths Level 2 & Functional Skills English Level 2 course you will have multiple job opportunities waiting for you. Some of the following Job sectors are: Teaching assistant Office administrator Customer service representative Retail supervisor Sales assistant Call centre operator Certificates Digital certificate Digital certificate - Included Reed Courses Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.
This unique Facilities Management offers a thorough introduction to one of the world's most in-demand specialized professions. Learn about the operations and goals of facilities management at an advanced level, gaining the skills and information you will need to pursue a fulfilling career for the rest of your life. The course content teaches numerous interconnected disciplines that create facilities management, with no prior knowledge or expertise required. This course ensures that an organization has the resources and infrastructure to fulfil its tasks successfully and efficiently, both in the public and private sectors. The Facilities Manager is in charge of everything from building maintenance and renovations to contract management, security, and sustainability. Management : Facilities Management is a dynamic and demanding field, which can also be quite rewarding for successful candidates. To operate as a successful organization, a business model requires effective facilities management. By taking this Facilities Management course and taking the required measures, you can gain the skills needed to manage a high-performing facility. Learning Outcomes After completing this course, you will be able to: Learn everything there is to know about facility management. Establish the significance of facility management. Investigate facility management strategies. Create a long-term project planning strategy. Learn how to manage space and services. Learn the fundamentals of risk management, change management, and human resource management. Recognize the UK's facilities management rules and regulations. Why Choose Level 7 Diploma in Management : Facilities Management Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. This Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing the course. ***Courses are included in this bundle Course Course 01: Management : Facilities Management Course 02: Workplace Stress Management Course 03: Anger Management ***Other Benefits of this Course 3 PDF Certificate Free Access to Content - Lifetime Exam Fee - Totally Free Free Retake Exam Expert Tutor Support [ Note: Free PDF certificate as soon as completing the course ] ***Management : Facilities Management*** Detailed course curriculum of the Management : Facilities Management Course: Module 01: Introduction to Facilities Management The Origins of Facilities Management (FM) Definitions of Facilities Management Functions of Facilities Managers The Facility Management Life Cycle Module 02: Developing a Strategy for Facilities Management Introduction Developing a Facilities Management Strategy Strategic Analysis of Facilities Requirements Developing Solutions Strategy Implementation Module 03: Facilities Planning Real Estate Management Space Management Design Briefing Post-occupancy Evaluations Real Estate Options Totally Serviced Workplaces Module 04: Managing Office WorkSpace Introduction Space and Service Management Design of the Workplace Workspace Remodelling to Optimise Performance Workplace Effectiveness Workplace Security Power Security Module 05: Vendor Management & Outsourcing Service Providers and Suppliers Types of Relationship What Kind of Relationship is Needed? Contractual Arrangements and Partnering Gain-sharing Continual Improvement Module 06: Managing Change Change in an Organisational Setting Communicating Change Responsibilities of Those Managing Change Resolving cultural Conflict Module 07: Managing Human Resources Appropriate Management Structure Employment Obligations Functions, Job Descriptions and Skills Performance Appraisal Module 08: Managing Risk Definition of Risk Types of Risks Impact of Risk on Organisation Principles and Aims of Risk Management Risk Management Standards Risk Control Techniques Module 09: Facilities Management Service Providers Preliminary Approach Managing Agent Managing Contractor Managed Budget Total Facilities Management Determining the Best Approach Module 10: Managing Specialist Services ICT Services Health Care Services Security and Protection Services Custodial Services Professional Services Risks, Insurance and Indemnities Module 11: Public-Private Partnerships and Facilities Management Public-private Partnerships (PPPs) Procurement and Contractual Approach Main types of Service Provided Payment Mechanisms Facilities Management and Private Sector Participation Relevance and Benefits of Private Investment and Partnership Problems with Private Investment and Partnership Module 12: Health, Safety, Environment and UK Law Sustainability and Environmental Issues Relevant Legislation General Policy Corporate Social Responsibility Organisation and Administration Workers' Rights Disability Discrimination Safety Rules and Practice ------------------------- ***Workplace Stress Management*** Module 01: Workplace Stress Module 02: Rational and Irrational Beliefs Module 03: The ABC Framework of REBT Module 04: Cognitive Therapy (CT) Module 05: Cognitive Behavioural Therapy (CBT) in the Workplace Module 06: Conclusion ------------------------- ***Anger Management*** Module 01: Introduction to Anger Module 02: The Process in Anger Module 03: Effect of Anger on Our Thinking Module 04: How to Manage Anger Assessment Method After completing each module of the Course, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Once you complete all the modules in this manner, you will be qualified to request your certification. Certification After completing the MCQ/Assignment assessment for this course, you will be entitled to a Certificate of Completion from Training Tale. It will act as proof of your extensive professional development. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? Management : Facilities Management This course is perfect for - Students Fresh graduates Job Seekers Anyone interested in business analysis People who are already employed in related fields and wish to improve their knowledge and abilities. Requirements Management : Facilities Management Students who intend to enrol in this course must meet the following requirements: Good command of the English language Must be vivacious and self-driven Basic computer knowledge A minimum of 16 years of age is required Career path Management : Facilities Management The course could prove instrumental in taking your career to the next level. Typical job titles and roles that fall within the field of FM include the following: Asset Manager Assistant Property Manager Construction Manager Director, Physical Plant Developer Energy Manager Certificates Certificate of completion Digital certificate - Included