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This Construction Management course comprehensively observes the complete cycle of construction projects from inception to handover. The content is multidisciplinary, observing aspects of site investigation, cost estimation, cost management, materials management, and legal terms. This Diploma in Construction Management at QLS Level 5 course is endorsed by The Quality Licence Scheme and accredited by CPDQS (with 150 CPD points) to make your skill development & career progression more accessible than ever! Why Prefer This Construction Management Course? Opportunity to earn certificate a certificate endorsed by the Quality Licence Scheme & another accredited by CPDQS after completing the Construction Management course Get a free student ID card! (£10 postal charge will be applicable for international delivery) Innovative and engaging content. Free assessments 24/7 tutor support. This Construction Management course will form a necessary reference for you in every step you face in your construction project. This course starts by introducing the nature of construction projects, Project Life Cycle and Success, and Elements and Factors influencing Cost Estimation. This course looks over the initial requirements of a project, the plot dedicated, the budget estimation, and other preliminary activities required by every project client before commencement. Then looks at the project design phase, along with the Planning and Equipment management. Next is Stock Control, along with details of Supply Chain Management. The next step observed is the site activities, which are briefed in sequence. In short, the Construction Management course provides a complete look over the entire process of a construction project starting from scratch. The content of this course provides the fundamental and advanced knowledge all stakeholders of the projects need to know. Registering on Construction Management will give you instant access to our expert-level course content, arming you with the tools you need to learn a new skill with ease. This course is self-paced, meaning you can study when it suits you. This course is split into amazing and in-depth modules, allowing you to easily learn and retain information. Enrolling on the course will ensure that you land your dream career faster than you thought possible. Key Topics to be covered: Learn everything there is to know about the business. Recognise how to carry out a fresh building plan from start to finish. Study how to finance and budget for building supplies. Know how to do a preliminary site investigation and organise a site. Understand how to arrange and organise the storage of required equipment. Develop the skills needed to deal successfully with merchants. Master the ability to locate the most appropriate supply source. Enhance your knowledge of life cycle procurement analysis. Investigate the complexities of different stock control phases. Improve your understanding of how to run an effective supply chain. Have a good understanding of quality control and customer service. Illustrate a strong understanding of building rules and regulations in the United Kingdom. Study human resources as well as risk managing. *** Course Curriculum *** Here is the curriculum breakdown of the course: Module 01: Introduction Module 02: Project Life Cycle and Success Module 03: Cost Management Module 04: Preliminary Site Investigation and Site Organisation Module 05: Site Management Module 06: Cost Estimation Module 07: Elements and Factors influencing Cost Estimation Module 08: Planning and Management of Equipment Module 09: Construction Materials Management Module 10: Vendor Analysis in Construction Management Module 11: Construction Procurement Module 12: Stock Control Module 13: Supply Chain Management Module 14: The Main Participators Module 15: Quality Assurance and Customer Care Module 16: Legal Aspects of Contracting Module 17: Human Resources Management Module 18: Risk and Value Module 19: Communications, Information and Documentation of Construction Module 20: Health and Safety in Construction Assessment Process You have to complete the assignment questions given at the end of the course and score a minimum of 60% to pass each exam.Our expert trainers will assess your assignment and give you feedback after you submit the assignment. After passing the Diploma in Construction Management at QLS Level 5 course exam, you will be able to request a certificate at an additional cost that has been endorsed by the Quality Licence Scheme. CPD 150 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this course. This course is open to everybody. Career path After completing this course, you are to start your career or begin the next phase of your career in this field. This course will open up a world of new career opportunities for you. For example - Cost Estimator Construction Manager Facilities Manager Building Surveyor These positions usually pay between £15,000 and £50,000 a year. Certificates Certificate of completion Digital certificate - £10 Diploma in Construction Management at QLS Level 5 Hard copy certificate - £119 Show off Your New Skills with a Certificate of Completion After successfully completing the Diploma in Construction Management at QLS Level 5, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with a pricing scheme of - 119 GBP inside the UK 129 GBP (including postal fees) for International Delivery Certificate Accredited by CPDQS 29 GBP for Printed Hardcopy Certificate inside the UK 39 GBP for Printed Hardcopy Certificate outside the UK (International Delivery)

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Dive into the essentials of investment with this expertly designed course that unpacks the fundamentals and advanced concepts crucial to understanding financial markets. From the basics of different investment types to the detailed mechanisms of bonds and stocks, this course offers a clear and accessible guide for anyone keen to grasp how investments function. Whether you are looking to broaden your financial knowledge or enhance your professional expertise, the modules are carefully structured to build a solid foundation without overwhelming jargon. Throughout the course, you will explore key concepts such as risk management, portfolio diversification, and market analysis, all explained in a way that makes complex ideas approachable. The course also provides insights into the bond and stock markets, offering clarity on how these investment avenues operate and their roles within a balanced portfolio. Designed to fit your schedule with flexible, online study, this course provides valuable knowledge that can contribute to more informed financial decisions in both personal and professional contexts. Course Curriculum: Module 01: Introduction to Investment Module 02: Types and Techniques of Investment Module 03: Key Concepts in Investment Module 04: Understanding the Finance Module 05: Investing in Bond Market Module 06: Investing in Stock Market Module 07: Risk and Portfolio Management Course Assessment You will immediately be given access to a specifically crafted MCQ test upon completing Investment - CPD Accredited course. For each test, the pass mark will be set to 60%. Accredited Certificate After successfully completing this Investment - CPD Accredited course, you will qualify for the CPD Quality Standards (CPD QS) certified certificate from Training Express. CPD 10 CPD hours / points Accredited by The CPD Quality Standards (CPD QS) Who is this course for? The Investment - CPD Accredited training is ideal for highly motivated individuals or teams who want to enhance their skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Learn the essential skills and knowledge you need to excel in your professional life with the help & guidance from our Investment - CPD Accredited training.

Are you ready to embark on an enlightening journey of wisdom with the Investment Advisor bundle and pave your way to an enriched personal and professional future? If so, then Step into a world of knowledge with our course bundle - Investment Advisor. Delve into eight immersive CPD Accredited courses, each a standalone course: Course 1: Investment Course 2: Financial Investigator Course 3: Financial Advisor Course 4: Investment Banking: Venture Capital Fundraising for Startups Course 5: Capital Budgeting & Investment Decision Rules Course 6: Stock Market Investment: Plan for Retirement Course 7: Anti-Money Laundering (AML) and Financial Crime Course 8: Tax Accounting Traverse the vast landscapes of theory, unlocking new dimensions of understanding at every turn. Let the Investment Advisor bundle illuminate your path to wisdom. The Investment Advisor bundle offers a comprehensive exploration into a rich tapestry of vast knowledge across eight carefully curated courses. The journey is designed to enhance your understanding and critical thinking skills. Each course within the bundle provides a deep-dive into complex theories, principles, and frameworks, allowing you to delve into the nuances of the subject matter at your own pace. In the framework of the Investment Advisor package, you are bestowed with complimentary PDF certificates for all the courses included in this bundle, all without any additional charge. Adorn yourself with the Investment Advisor bundle, empowering you to traverse your career trajectory or personal growth journey with self-assurance. Register today and ignite the spark of your professional advancement! So, don't wait further join the Investment Advisor community today and let your voyage of discovery begin! Learning Outcomes: Attain a holistic understanding of the designated areas of study with the Investment Advisor bundle. Establish robust bases across each course nestled within the Investment Advisor bundle. Decipher intricate concepts through the articulate content of the Investment Advisor bundle. Amplify your prowess in interpreting, scrutinising, and implementing theories. Procure the capacity to engage with the course material on an intellectual and profound level. Become proficient in the art of problem-solving across various disciplines. Stepping into the Investment Advisor bundle is akin to entering a world overflowing with deep theoretical wisdom. Each course within this distinctive bundle is an individual journey, meticulously crafted to untangle the complex web of theories, principles, and frameworks. Learners are inspired to explore, question, and absorb, thus enhancing their understanding and honing their critical thinking skills. Each course invites a personal and profoundly enlightening interaction with knowledge. The Investment Advisor bundle shines in its capacity to cater to a wide range of learning needs and lifestyles. It gives learners the freedom to learn at their own pace, forging a unique path of discovery. More than just an educational journey, the Investment Advisor bundle fosters personal growth, enabling learners to skillfully navigate the complexities of the world. The Investment Advisor bundle also illuminates the route to a rewarding career. The theoretical insight acquired through this bundle forms a strong foundation for various career opportunities, from academia and research to consultancy and programme management. The profound understanding fostered by the Investment Advisor bundle allows learners to make meaningful contributions to their chosen fields. Embark on the Investment Advisor journey and let knowledge guide you towards a brighter future. CPD 80 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals keen on deepening their firm understanding in the respective fields. Students pursuing higher education looking for comprehensive theory modules. Professionals seeking to refresh or enhance their knowledge. Anyone with a thirst for knowledge and a passion for continuous learning. Requirements Without any formal requirements, you can delightfully enrol in this course. Career path Armed with the Investment Advisor bundle, your professional journey can reach new heights. The comprehensive theoretical knowledge from this bundle can unlock diverse career opportunities across several fields. Whether it's academic research, consultancy, or programme management, the Investment Advisor bundle lays a solid groundwork. Certificates CPD Certificate Of Completion Digital certificate - Included 8 Digital Certificates Are Included With This Bundle CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript - £9.99

Abilities to Succeed at Selling Certification For some organizations, a viable outreach group is critical to their general achievement. Be that as it may, numerous individuals are not exactly sure what sort of abilities salesmen need to bring a deal to a close. In opposition to prevalent thinking, selling is anything but a straightforward work - it is a control that requests a bunch of explicit capabilities joined with a vigorous character. In this course, you will find out about the center abilities that are fundamental for any sales rep, any place they are in their vocation. These abilities are fundamental for any individual who needs to recognize a client's necessities, offer them the correct item or administration, and close the deal. At last, effective selling boils down to exceptional relational abilities, item information and determination. You Will Learn: The main 10 abilities each salesman needs to succeed and why achievement in deals is dependent upon a fundamental information on human brain research The most effective method to rapidly assemble a relationship with the customer that will encourage a feeling of trust and shared collaboration Why it is imperative to take a genuine stock of your shortcomings, how to gain from your mix-ups and how to look for help from an expert guide Advantages of Taking This Course: You will realize why explicit abilities are attached to accomplishment in deals based positions and why deals is anything but a feasible vocation choice for everybody You will figure out how to create abilities that will augment your odds of making a deal, in this manner expanding your organization's benefits You will figure out how to survey your own abilities and adopt a proactive strategy to improving your way to deal with the selling interaction

Duration 5 Days 30 CPD hours This course is intended for Application ConsultantProgram / Project ManagerSystem Architect Overview Configure and use major features of SAP Extended Warehouse Management This course provides students with the opportunity to define and set the mandatory configuration required to customize the implementation of SAP EWM. The Extended Warehouse Management (EWM) System Environment Outlining the Basics of EWM Integration Setting Up the Integration Between SAP ERP and SAP EWM Setting Up Delivery Document Integration Structural Elements and Master Data Creating Structural Elements in EWM Creating Storage Bins Creating Work Centers Transferring Master Data from ERP to EWM using the APO Core Interface Creating Warehouse Product Master Data Creating Packaging Specifications Warehouse Process Types Applying Warehouse Process Types Goods Receipt Outlining Goods Receipt Processes in EWM Setting Up Availability Groups for Inventory Management (IM) Configuring Direct Putaway Applying Putaway Rules Checking Capacities Goods Issue Outlining the Goods Issue Process in EWM Applying the Stock Removal Strategies Configuring Pick Denials Combining Items in Waves Implementing Two-Step Picking Storage Control Outlining Storage Control Configuring Process-Oriented Storage Control Configuring Layout-Oriented Storage Control Warehouse Order Creation Creating Warehouse Orders Posting Changes, Stock Transfers, and Replenishment Performing Posting Changes and Stock Transfers Performing Ad Hoc Movements and Replenishment Physical Inventory Outlining the Physical Inventory Process Setting Up the Procedures for Physical Inventory Slotting Configuring the Slotting Process Post Processing Framework (PPF) Outlining the Post Processing Framework Applying the Post Processing Framework in Delivery Processing Additional course details: Nexus Humans EWM110 SAP Basic Customizing in SAP EWM training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the EWM110 SAP Basic Customizing in SAP EWM course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

The LAA operates a strict compliance regime when it comes to auditing crime lower bills, and mistakes can often result in a Contract Notice, corrective action, and further follow-up activity within 6 months. This course will take you through the various aspects of crime lower billing, with discussions on topics such as what is and is not claimable; how you apply series of offences guidance; what evidence is required to claim a trial fee when a matter is discontinued; how do the LAA audit travel and other disbursement claims (including the rules when instructing an agent); and what evidence must be present on files to avoid any issues on audit. Key aspects of the Crime Contract, Criminal Bills Assessment Manual and Codes Guidance will be included, along with a discussion of common errors that are made; and how to claim non-standard and escape fee matters. Target Audience This online course is aimed at anyone involved in billing Legal Aid Police Station and Magistrates Court matters or managing an LAA Crime Contract. Resources Course notes will be provided to all delegates which may be useful for ongoing reference or cascade training. Please note a recording of the course will not be made available. Speaker Steve Keeling, Consultant, DG Legal Steve joined DG Legal after leaving the Legal Aid Agency in August 2016. In his 17 years at the LAA, he worked in the audit team as both auditor and manager and was a Contract Manager for several years. Steve is also a certified SQM auditor and undertakes audits on behalf of Recognising Excellence as well as running training sessions for the SQM Audit Team periodically.

Overview Learn about Gold Trading from industry experts and boost your professional skill. This Gold Trading course will enhance your skill and make you ready for the job market. You'll get expert opinions about the best practices and problems of Gold Trading. You'll also gain the skills of Gold Trading to excel in your job and tips to master professional skills in no time.  You'll be connected with the community of Gold Trading professionals and gain first-hand experience of Gold Trading problem-solving. The Gold Trading is self-paced. You can complete your course and submit the written assignment in your suitable schedule. After completing the Gold Trading, you'll be provided with a CPD accredited certificate which will boost your CV and help you get your dream job.  This Gold Trading will provide you with the latest information and updates of Gold Trading. It will keep you one step ahead of others and increase your chances of growth. Why buy this Gold Trading? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Gold Trading 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. Who is this course for? This Gold Trading course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Gold Trading does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Gold Trading 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. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Gold Trading is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Module 01: Introduction to Gold Introduction to Gold 00:19:00 Module 02: Basics of Trading Basics of Trading 00:18:00 Module 03: Stock Market Stock Market 00:20:00 Module 04: The Gold Trade The Gold Trade 00:20:00 Module 05: Gold Mining Stocks Gold Mining Stocks 00:26:00

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Overview This comprehensive course on Python for Data Analysis will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Python for Data Analysis comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? 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 Python for Data Analysis. It is available to all students, of all academic backgrounds. Requirements Our Python for Data Analysis is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 19 sections • 99 lectures • 00:08:00 total length •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 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): 00:37:00 •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 •Resources- Python for Data Analysis: 00:00:00