973 Bootcamp courses

Duration 2 Days 12 CPD hours This course is intended for The target audience for the DevSecOps Foundation course are professionals including: Anyone involved or interested in learning about DevSecOps strategies and automation Anyone involved in Continuous Delivery toolchain architectures Compliance Team Business managers Delivery Staff DevOps Engineers IT Managers IT Security Professionals, Practitioners, and Managers Maintenance and support staff Managed Service Providers Project & Product Managers Quality Assurance Teams Release Managers Scrum Masters Site Reliability Engineers Software Engineers Testers Overview You will learn: The purpose, benefits, concepts, and vocabulary of DevSecOps How DevOps security practices differ from other security approaches Business-driven security strategies and Best Practices Understanding and applying data and security sciences Integrating corporate stakeholders into DevSecOps Practices Enhancing communication between Dev, Sec, and Ops teams How DevSecOps roles fit with a DevOps culture and organization In this course, students will gain a solid understanding of how DevSecOps provides business value, enhancing your business opportunities, and improving corporate value. The core DevSecOps principles taught can support an organizational transformation, increase productivity, reduce risk, and optimize resource usage. This course explains how DevOps security practices differ from other approaches then delivers the education needed to apply changes to your organization. Participants learn the purpose, benefits, concepts, vocabulary and applications of DevSecOps. Most importantly, students learn how DevSecOps roles fit with a DevOps culture and organization. At the course?s end, participants will understand ?security as code? to make security and compliance value consumable as a service. This course prepares you for the DevSecOps Foundation (DSOF) certification. Realizing DevSecOps Outcomes Origins of DevOps Evolution of DevSecOps CALMS The Three Ways Defining the Cyberthreat Landscape What is the Cyber Threat Landscape? What is the threat? What do we protect from? What do we protect, and why? How do I talk to security? Building a Responsive DevSecOps Model Demonstrate Model Technical, business and human outcomes What?s being measured? Gating and thresholding Integrating DevSecOps Stakeholders The DevSecOps State of Mind The DevSecOps Stakeholders What?s at stake for who? Participating in the DevSecOps model Establishing DevSecOps Best Practices Start where you are Integrating people, process and technology and governance DevSecOps operating model Communication practices and boundaries Focusing on outcomes Best Practices to get Started The Three Ways Identifying target states Value stream-centric thinking DevOps Pipelines and Continuous Compliance The goal of a DevOps pipeline Why continuous compliance is important Archetypes and reference architectures Coordinating DevOps Pipeline construction DevSecOps tool categories, types and examples Learning Using Outcomes Security Training Options Training as Policy Experiential Learning Cross-Skilling The DevSecOps Collective Body of Knowledge Preparing for the DevSecOps Foundation certification exam Additional course details: Nexus Humans DevSecOps Foundation (DevOps Institute) 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 DevSecOps Foundation (DevOps Institute) 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.

Duration 2 Days 12 CPD hours This course is intended for First-time QuickBooks users will learn the basic features of the software. Experienced QuickBooks users will quickly learn the new features and functionality of QuickBooks 2015, 2016 or 2018. Overview Upon completion of this course, students will be able to identify the types of information often tracked in business, understand common business terms, enter information into forms and lists, work with the Chart of Accounts, work with inventory and service items, and work with invoices, payments, bills, and bank accounts. This course is an introduction to QuickBooks. Getting Started Starting QuickBooks Setting QuickBooks Preferences Identifying Components of the QuickBooks Operating Environment Using QuickBooks Help Identifying Common Business Terms Exiting QuickBooks Setting Up a Company Creating a QuickBooks Company Using the Chart of Accounts Working with Lists Creating Company Lists Working with the Customers & Jobs List Working with the Employees List Working with the Vendors List Working with the Item List Working with Other Lists Managing Lists Setting Up Inventory Entering Inventory Ordering Inventory Receiving Inventory Paying for Inventory Manually Adjusting Inventory Selling Your Product Creating Product Invoices Applying Credit to Invoices Emailing Invoices Setting Price Levels Creating Sales Receipts Invoicing for Services Setting Up a Service Item Changing the Invoice Format Creating a Service Invoice Editing an Invoice Voiding an Invoice Deleting an Invoice Entering Statement Charges Creating Billing Statements Processing Payments Displaying the Open Invoices Report Using the Income Tracker Receiving Payments for Invoices Making Deposits Handling Bounced Checks Working with Bank Accounts Writing a QuickBooks Check Voiding a QuickBooks Check Using Bank Account Registers Entering a Handwritten Check Transferring Funds Between Accounts Reconciling Checking Accounts Entering and Paying Bills Handling Expenses Using QuickBooks for Accounts Payable Entering Bills Paying Bills Entering Vendor Credit Using the EasyStep Interview Using the EasyStep Interview Additional course details: Nexus Humans Get Going with QuickBooks 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 Get Going with QuickBooks 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.

Learn new Android APIs such as RoomDatabase, ML Kit for face recognition, Cloud Firestore, Firebase, Maps, and the Android Studio IDE (integrated development environment)

Duration 2 Days 12 CPD hours This course is intended for This course is designed for professionals in a variety of job roles who are currently using Tableau to perform numerical or general data analysis, visualization, and reporting. They need to provide data visualizations from multiple data sources, or combine data to show comparisons, manipulate data through calculations, create interactive visualizations, or create visualizations that showcase insights from statistical analysis. This course is also designed for students who plan to obtain Tableau Desktop Certified Associate certification, which requires candidates to pass the Tableau Desktop Certified Associate exam. Overview Blend data multiple sources. Join data. Access data in PDFs. Refine visualizations with sets and parameters. Analyze data with calculations. Visualize data with advanced calculations. Perform statistical analysis and forecasting. Create geographic visualizations. Get answers with Ask and Explain The advent of cloud computing and storage has ushered in the era of "big data." With the abundance of computational power and storage, organizations and employees with many different roles and responsibilities can benefit from analyzing data to find timely insights and gain competitive advantage. Data-backed visualizations allow anyone to explore, analyze, and report insights and trends from data. Tableau© software is designed for this purpose. Tableau was built to connect to a wide range of data sources and allows users to quickly create visualizations of connected data to gain insights, show trends, and create reports. Beyond the fundamental capabilities of creating data driven visualizations, Tableau allows users to manipulate data with calculations to show insights, make visualizations interactive, and perform statistical analysis. This gives users the ability to create and share data driven insights with peers, executives, and clients. Prerequisites Tableau Desktop: Part 1 Lesson 1: Blending Data from Multiple Sources Topic A: Blend Data Topic B: Refine Blends to Visualize Key Information Lesson 2: Joining Data Topic A: Create Joins Topic B: Troubleshoot Joins Topic C: Merge Data with Unions Lesson 3: Accessing Data in PDFs Topic A: Connect to PDFs Topic B: Clean Up and Organize PDF Data Lesson 4: Refining Visualizations with Sets and Parameters Topic A: Create Sets Topic B: Analyze Data with Sets Topic C: Apply Parameters to Refine Visualizations Topic D: Create Advanced Visualizations Lesson 5: Analyzing Data with Calculations Topic A: Create Calculated Fields to Analyze Data Topic B: Manipulate Data with Functions Topic C: Analyze Data with Table Calculations Lesson 6: Visualizing Data with Advanced Calculations Topic A: Create Groups and Bins with Calculations Topic B: Analyze Data with LOD Expressions Lesson 7: Performing Statistical Analysis and Forecasting Topic A: Perform Statistical Analysis Topic B: Forecast Data Trends Lesson 8: Creating Geographic Visualizations Topic A: Create Maps Topic B: Customize Mapped Data Lesson 9: Getting Answers with Ask and Explain Topic A: Ask Data Topic B: Explain Data Additional course details: Nexus Humans Tableau Desktop - Part 2 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 Tableau Desktop - Part 2 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.

Duration 1 Days 6 CPD hours This course is intended for The typical students of this course will be business professionals who want to enhance their communication skills to interact more effectively with superiors, colleagues, team members, customers, and vendors, and ultimately improve their overall job performance. Overview Interact productively with others in the workplace on a day-to-day basis. Build positive relationships with diverse individuals. Consider organizational communication systems. Communicate with peers. Communicate with supervisors. Communicate with external people. Communicate during conflict and change. To be successful in the workplace, you must be able to effectively communicate and cooperate with coworkers and external people. Private classes on this topic are available. We can address your organization?s issues, time constraints, and save you money, too. Contact us to find out how. Prerequisites To ensure your success in this course, you should have some level of work experience in any of a variety of organizational settings. 1. Interacting with Others Topic A- Understand the Communication Process Topic B- Apply Core Communication Skills Topic C- Observe Nonverbal Communication 2. Building Positive Relationships Topic A- Create Connection Topic B- Adapt Appropriately to Different Communication Styles Topic C- Accommodate Diversity 3. Considering Organizational Communication Systems Topic A- Analyze Organizational Culture Topic B- Ensure Communication Flows Effectively 4. Communicating with Peers Topic A- Interact Effectively with Peers Topic B- Work Productively in a Group Topic C- Engage in Productive Meetings Topic D- Lead a Team 5. Communicating with Supervisors Topic A- Communicate with Different Supervisor Styles Topic B- Discuss Important Topics with Your Supervisor 6. Communicating with External People Topic A- Interact Effectively with Customers Topic B- Work Productively with Vendors 7. Communicating During Conflict and Change Topic A- Communicate Through Conflict Topic B- Communicate Through Change Additional course details: Nexus Humans Effective Interpersonal Communication for Business Professionals 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 Effective Interpersonal Communication for Business Professionals 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.

Duration 3 Days 18 CPD hours This course is intended for The primary audience for this course is anyone who works in and around IT, facilities or data centre operations and needs to understand and improve the daily operations including important processes such as lock-out/tag-out, the right process for installing/de-installing equipment, safety procedures, capacity management and much more. Overview The old believe that a fully redundant data centre facility will save the day is no longer true as many research outcomes have revealed that the majority of downtime is caused by the human factor. Policies, processes, procedures and work instructions should be carefully developed, ideally following relevant standards, to ensure an effcient and effective data centre operations which are also compliant to the required regulations. The CDFOS© (Certified Data Centre Facilities Operations Specialist) course is a three-day course which will enable participants to fully understand the requirements of running the day-to-day operations of a mission critical data centre. Participants will gain all the required competences for running the daily operations, understand which processes should be in place, and the critical elements of those processes and how to execute them. The course is fully aligned with the DCOS© (Data Centre Operations Standard). Data centre facilities operations management have proven to be the key differentiator between a data centre that is performing well or badly. Service Level Management Service Level Management Needs analysis Capability assessment Service portfolio and catalogue Service Level Agreements Reporting - Complaint procedure Customer satisfaction Service Improvement Process (SIP) Safety and Crisis Management Most common type of accidents and why they often happen The roles and responsibilities of appointed safety staff The importance of the OH&S or WHS manual Calibration of measurement and test equipment Proper lock-out/tag-out procedures Emergency response plan requirement for various potential emergencies The importance of Permit To Work Physical Security Standard Operating Procedures (SOP) for security Security risk assessment Security zones Physical inspections / security patrols Delivery of goods / holding area Entry control of individuals Badges and key management Security monitoring Security incident reporting Facilities Maintenance The importance of maintenance Maintenance definitions Maintenance operations procedures (MOP) Service reports Spare management Tools Housekeeping Data Centre Operations Shift handover Walk around duties Service management Release management Configuration management Floor management Equipment life cycle management Monitoring/Reporting/Control Monitoring requirements Facilities monitoring matrix Sensor / alarm point testing and calibration Notification matrix Escalation requirements Reporting Project Management Project management Project organization Project manager Initiation Planning Execution Monitor and control Closing Evaluation / lessons learnt Environmental Sustainability The importance of sustainability Environmental standards Power efficiency indicators Energy saving best practises Water management Sustainable energy usage Governance and Compliance The importance of document management The siz sub-processes of document management Asset management Requirements or asset recording Exam: Certified Data Centre Facilities Operations Specialist (CDFOS©) Certification exams are administered at the end of the course. The exam is a 90-minute closed book exam, with 60 multiple-choice questions. The candidate requires a minimum of 42 correct answers to pass the exam. Online exam results are known immediately and paper-based exam results will be known within one week. Additional course details: Nexus Humans Certified Data Centre Facilities Operations Specialist (CDFOS) 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 Certified Data Centre Facilities Operations Specialist (CDFOS) 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.

Duration 1 Days 6 CPD hours This course is intended for The target students for this course are office professionals with a foundational understanding of Adobe Acrobat Pro DC who want to use the advanced productivity features and the creative features of Acrobat Pro DC. Overview In this course you will create and manage PDF documents. Students will: Customize the Acrobat Pro DC workspace. Create PDFs from technical documents. Enhance PDF documents. Create interactive PDF forms. Finalize PDF files for commercial printing. In this course, students will learn to use advanced document tools and modify document properties, compare documents, enhance scans, as well as enhance documents by adding rich media such as sound, video, and interactive buttons. Students will learn to use the measurement tool, the distance tool, the perimeter tool and the area tool. Students will create interactive forms from a Word document or InDesign document, add form elements, add check boxes and radio buttons, and distribute forms for feedback. Students will understand the importance of accessibility and test for accessibility. Finally, students will understand signatures, create signatures, and add signatures to a document. 1 - Introduction Introduction 2 - Advanced Document Tools Using Document Properties Comparing Documents Enhancing Scans 3 - Adding Rich Media Adding Sound Adding Video Adding Buttons 4 - Using the Measurement Tools Understanding the Measurement Tool Using the Distance Tools Using the Perimeter Tool Using the Area Tool 5 - Creating Forms Creating a Form from a Word Document Creating a Form from InDesign Adding Form Elements Adding Check Boxes and Radio Buttons Distributing Forms 6 - Understanding Accessibility What is Accessibility? Running an Accessibility Test 7 - Creating Signatures and Certificates What is a Digital Signature? Creating a Digital Signature Adding a Signature to a Document 8 - Conclusion Course Recap Additional course details: Nexus Humans Adobe Acrobat Pro DC - Advanced 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 Adobe Acrobat Pro DC - Advanced 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.

Duration 1 Days 6 CPD hours Overview You will spend the first part of the day getting to know participants and discussing what will take place during the workshop. Students will also have an opportunity to identify their personal learning objectives. Many of us flinch when we hear terms like depreciation, cash flow, balance sheet, and (worst of all!) budgets. However, these are all important concepts to understand if you?re going to succeed in today?s business world, particularly as a supervisor. Even better, financial terms are not as scary as they seem. 1 - Getting the Facts Straight The first session will go over basic financial terms Explore their role in company finances Governing organizations in their area. 2 - The Accounting Cycle Four phases of the accounting cycle Key concepts: cash vs. accrual methods 3 - The Key Reports Take a close look at balance sheets and income statements Review cash flow statements and statements of retained earnings 4 - Keeping Score Explain the chart of accounts and single vs. double entry accounting. 5 - A Review of Financial Terms Introduction to some additional financial terms. 6 - Understanding Debits and Credits De-mystify accounting terms: debits and credits. 7 - Your Financial Analysis Toolbox Sources for financial data Tips on weeding out useless information Calculate common ratios Read an annual report, and some useful decision-making tools. 8 - Identifying High and Low Risk Companies Guidelines for identifying high and low risk companies. 9 - The Basics of Budgeting What is a budget? How a budget fits into the big picture The budgeting process 10 - Working Smarter Basic checklist of computer skills required for success How to choose an accounting package 11 - People and Numbers Dealing with finances Expense Reports Making cuts to someone?s pay? Provide tips on what to do. Additional course details: Nexus Humans Accounting Essentials 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 Accounting Essentials 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.

Duration 1 Days 6 CPD hours For the better part of every day, we are communicating to and with others. Whether it?s the speech you deliver in the boardroom, the level of attention you give your spouse when they are talking to you, or the look you give the cat, it all means something. This workshop will help participants understand the different methods of communication and how to make the most of each of them. 1 - Getting Started Icebreaker Housekeeping Items The Parking Lot Workshop Objectives 2 - The Big Picture What is Communication? How Do We Communicate? Other Factors in Communication 3 - Understanding Communication Barriers An Overview of Common Barriers Language Barriers Cultural Barriers Differences in Time and Place 4 - Paraverbal Communication Skills The Power of Pitch The Truth about Tone The Strength of Speed 5 - Non-Verbal Communication Understanding the Mehrabian Study All About Body Language Interpreting Gestures 6 - Speaking Like a STAR S = Situation T = Task A = Action R = Result Summary 7 - Listening Skills Seven Ways to Listen Better Today Understanding Active Listening Sending Good Signals to Others 8 - Asking Good Questions Open Questions Closed Questions Probing Questions 9 - Appreciative Inquiry The Purpose of AI The Four Stages Examples and Case Studies 10 - Mastering the Art of Conversation Level One: Discussing General Topics Level Two: Sharing Ideas and Perspectives Level Three: Sharing Personal Experiences Our Top Networking Tips 11 - Advanced Communication Skills Understanding Precipitating Factors Establishing Common Ground Using ?I? Messages 12 - Wrapping Up Words from the Wise Review of Parking Lot Lessons Learned Completion of Action Plans and Evaluations Additional course details: Nexus Humans Communication Strategies 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 Communication Strategies 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.

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