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51158 Courses

MANUAL HANDLING

By Lloyds School Of Motoring

Manual Handling covers more than simply lifting or carrying something. The term is used to describe activities such as lifting, lowering, pushing, pulling, carrying, moving, holding or restraining an object or person. It also covers activities that require the use of force or effort such as pulling a lever or operating power tools. The aim of the course is to provide a theoretical knowledge and the practical skills to recognise the risk of unsafe practices.

MANUAL HANDLING
Delivered In-Person in BelfastFlexible Dates
Price on Enquiry

Introduction to Node.js (TT4153)

By Nexus Human

Duration 3 Days 18 CPD hours This course is intended for Incoming attendees are required to have current, hands-on experience in developing basic web applications. Student should have some experience with HTML and CSS and be well versed in JavaScript. Experience with coding for the server side would be helpful. Overview This skills-focused course is approximately 50% hands-on. Our engaging instructors and mentors are highly experienced practitioners who bring years of current 'on-the-job' experience into every classroom. Working in a hands-on learning environment, guided by our expert team, attendees will learn to: Learn server-side JavaScript coding through Node.js Explore the latest JavaScript features, and ECMAScript modules Walk through different stages of developing robust applications using Node.js Install and use Node.js for development Use the Express application framework Work with REST service development using the Restify framework Use data storage engines such as MySQL, SQLITE3, and MongoDB Node.js is a server-side JavaScript platform using an event-driven, non-blocking I/O model allowing users to build fast and scalable data-intensive applications running in real time.This fast-paced hands-on course provides the core skills required to develop web applications with Node.js. You will progress from a rudimentary knowledge of JavaScript and server-side development to being able to create, maintain and test your own Node.js applications. You will explore the importance of transitioning to functions that return Promise objects, and the difference between fs, fs/promises and fs-extra, as well as how to use the HTTP Server and Client objects, and data storage with both SQL and MongoDB databases. Overview of Node.js The capabilities of Node.js Why should you use Node.js? The Node.js event-driven architecture Embracing advances in the JavaScript language Developing microservices or maxiservices with Node.js Setting Up Node.js System requirements Installing Node.js using package managers Installing from the source on POSIX-like systems Installing multiple Node.js instances with nvm Requirements for installing native code modules Choosing Node.js versions to use and the version policy Choosing editors and debuggers for Node.js Running and testing commands Advancing Node.js with ECMAScript 2015, 2016, 2017, and beyond Using Babel to use experimental JavaScript features Exploring Node.js Modules Defining a Node.js module Finding and loading modules using require and import Using npm ? the Node.js package management system The Yarn package management system HTTP Servers and Clients Sending and receiving events with EventEmitter Understanding HTTP server applications HTTP Sniffer ? listening to the HTTP conversation Web application frameworks Getting started with Express Creating an Express application to compute Fibonacci numbers Making HTTPClient requests Calling a REST backend service from an Express application Your First Express Application Exploring Promises and async functions in Express router functions Architecting an Express application in the MVC paradigm Creating the Notes application Theming your Express application Scaling up ? running multiple Notes instances Implementing the Mobile-First Paradigm Understanding the problem ? the Notes app isn't mobile friendly Learning the mobile-first paradigm theory Using Twitter Bootstrap on the Notes application Flexbox and CSS Grids Mobile-first design for the Notes application Using third-party custom Bootstrap themes Data Storage and Retrieval Remembering that data storage requires asynchronous code Logging and capturing uncaught errors Storing notes in a filesystem Storing notes with the LevelDB datastore Storing notes in SQL with SQLite3 Storing notes the ORM way with Sequelize Storing notes in MongoDB Additional course details: Nexus Humans Introduction to Node.js (TT4153) 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 Introduction to Node.js (TT4153) 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.

Introduction to Node.js (TT4153)
Delivered OnlineFlexible Dates
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0G09A IBM Advanced Statistical Analysis Using IBM SPSS Statistics (v25)

By Nexus Human

Duration 2 Days 12 CPD hours This course is intended for Anyone who works with IBM SPSS Statistics and wants to learn advanced statistical procedures to be able to better answer research questions. Overview Introduction to advanced statistical analysis Group variables: Factor Analysis and Principal Components Analysis Group similar cases: Cluster Analysis Predict categorical targets with Nearest Neighbor Analysis Predict categorical targets with Discriminant Analysis Predict categorical targets with Logistic Regression Predict categorical targets with Decision Trees Introduction to Survival Analysis Introduction to Generalized Linear Models Introduction to Linear Mixed Models This course provides an application-oriented introduction to advanced statistical methods available in IBM SPSS Statistics. Students will review a variety of advanced statistical techniques and discuss situations in which each technique would be used, the assumptions made by each method, how to set up the analysis, and how to interpret the results. This includes a broad range of techniques for predicting variables, as well as methods to cluster variables and cases. Introduction to advanced statistical analysis Taxonomy of models Overview of supervised models Overview of models to create natural groupings Group variables: Factor Analysis and Principal Components Analysis Factor Analysis basics Principal Components basics Assumptions of Factor Analysis Key issues in Factor Analysis Improve the interpretability Use Factor and component scores Group similar cases: Cluster Analysis Cluster Analysis basics Key issues in Cluster Analysis K-Means Cluster Analysis Assumptions of K-Means Cluster Analysis TwoStep Cluster Analysis Assumptions of TwoStep Cluster Analysis Predict categorical targets with Nearest Neighbor Analysis Nearest Neighbor Analysis basics Key issues in Nearest Neighbor Analysis Assess model fit Predict categorical targets with Discriminant Analysis Discriminant Analysis basics The Discriminant Analysis model Core concepts of Discriminant Analysis Classification of cases Assumptions of Discriminant Analysis Validate the solution Predict categorical targets with Logistic Regression Binary Logistic Regression basics The Binary Logistic Regression model Multinomial Logistic Regression basics Assumptions of Logistic Regression procedures Testing hypotheses Predict categorical targets with Decision Trees Decision Trees basics Validate the solution Explore CHAID Explore CRT Comparing Decision Trees methods Introduction to Survival Analysis Survival Analysis basics Kaplan-Meier Analysis Assumptions of Kaplan-Meier Analysis Cox Regression Assumptions of Cox Regression Introduction to Generalized Linear Models Generalized Linear Models basics Available distributions Available link functions Introduction to Linear Mixed Models Linear Mixed Models basics Hierachical Linear Models Modeling strategy Assumptions of Linear Mixed Models Additional course details: Nexus Humans 0G09A IBM Advanced Statistical Analysis Using IBM SPSS Statistics (v25) 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 0G09A IBM Advanced Statistical Analysis Using IBM SPSS Statistics (v25) 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.

0G09A IBM Advanced Statistical Analysis Using IBM SPSS Statistics (v25)
Delivered OnlineFlexible Dates
Price on Enquiry

Jazz singing courses

By LondonSinging

We invite all jazz lovers, from all levels and abilities, to benefit from the highest jazz instruction in London. Learn how to swing under the guidance of excellent singing jazz instructors who have a broad experience and unparalleled expertise in adult singing education.

Jazz singing courses
Delivered in London or OnlineFlexible Dates
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After Effects CC

By Nexus Human

Duration 5 Days 30 CPD hours This course is intended for Graphic designers Overview Cinematic visual effects Adobe After Effects has a huge user base in the motion graphics and animation sectors, and Adobe After Effects CC enables you to deliver more cinematic visual effects and sophisticated motion graphics than ever before! Adobe After Effects has a huge user base in the motion graphics and animation sectors, and Adobe After Effects CC enables you to deliver more cinematic visual effects and sophisticated motion graphics than ever before! Additional course details: Nexus Humans After Effects CC 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 After Effects CC 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.

After Effects CC
Delivered OnlineFlexible Dates
Price on Enquiry

Symantec Endpoint Protection 12.X - Manage And Administer

By Nexus Human

Duration 2 Days 12 CPD hours This course is intended for This course is for network managers, resellers, systems administrators, client security administrators, systems professionals, and consultants who are charged with the configuration and day-to-day management of Symantec Endpoint Protection in a variety of network environments. Overview By the completion of this course, you will be able to: Manage Virus and Spyware Protection policies. Manage SONAR scans. Manage Firewall and Intrusion Prevention policies. Manage Application and Device Control policies. Manage System Lockdown. Manage Host Integrity. Manage Virtualized clients. This course is designed for the network, IT security, and systems administration professional tasked with implementing and monitoring virus and spyware protection, zero-day protection, and network threat protection solutions. Introduction Course overview The classroom lab environment Introducing Antivirus, Insight, and SONAR Virus and spyware protection needs and solutions Reputation and Insight Administrator-defined scans Auto-Protect Download Insight SONAR Included Virus and Spyware Protection policies Managing Virus and Spyware Protection Policies for Windows Configuring administrator-defined scans Configuring protection technology settings and scans Configuring e-mail scans Configuring advanced options Managing scanned clients Managing Virus and Spyware Protection Policies for Mac and Linux Configuring Virus and Spyware settings for Mac Configuring Virus and Spyware settings for Linux Configuring advanced options Managing Exception Policies Exceptions and exclusions Configuring the Exceptions policy Introducing Network Threat Protection The OSI model and network threats Network threat tools and attack methods Attack and mitigation Managing Firewall Policies Firewall policy overview Defining rule components Modifying firewall rules Configuring built-in rules Configuring protection and stealth settings Configuring Windows integration settings Managing Intrusion Prevention Policies Configuring network and browser intrusion prevention Managing custom signatures Compliance Management Application and Device Control System Lockdown Host Integrity Virtualization Introducing virtualization features Virtual image exception Network and vShield Shared Insight Cache Virtual client tagging Offline image scanner Windows Azure support Additional course details: Nexus Humans Symantec Endpoint Protection 12.X - Manage And Administer 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 Symantec Endpoint Protection 12.X - Manage And Administer 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.

Symantec Endpoint Protection 12.X - Manage And Administer
Delivered OnlineFlexible Dates
Price on Enquiry

Foundations in Professional Practice

By CORE theatre arts training

CORE is a professional level training company in physical theatre and acting with a solid emphasis on the classical “Theatre Apprenticeship” training model. With 30+ years experience and using proven training methods, combined with our unique mentoring approach, we develop the whole person, in order to equip our trainees to identify their God-given calling and use their gifts to impact culture and society for good. EQUIPPING YOU FOR LIFE One of our unique qualities lies in our ability to identify your strengths, regardless of your experience and training, and develop you further. You will be challenged, receive practical skills and confidence to make your next step, whether you want to take qualifications with Trinity College London, train as a teacher or get an agent as you step into the challenging world of the performing arts. Training groups are kept small to ensure individual attention and you receive a wealth of transferrable skills to equip you for life in the workplace. OUR UNIQUE APPROACH CORE's uniqueness lies in our attention to individual coaching, personal and professional development whilst maintaining a culture of excellence and rigorous discipline. We engage trainees in professional productions for on and off stage experience, and in collaborative works with other artists and musicians. Admission is by audition only (min age 16) no educational qualifications required, as admission is based on Potential, Passion and Perseverance that are essentials required to thrive in this industry and in life!

Foundations in Professional Practice
Delivered In-Person in CoventryFlexible Dates
Price on Enquiry

Salesforce.com - Sales Cloud Administration Essentials

By Nexus Human

Duration 5 Days 30 CPD hours This course is intended for This course is intended for individuals who need to manage instances of Salesforce Sales Cloud©. Target students have Sales Cloud user skills and are often existing Sales, Administrative, or Operations support employees, IT employees who are given the additional responsibilities of Salesforce.com© system administration, or external consultants who have been engaged to provide administrative support for an organization.This course can also be an important component of preparing for the Salesforce Certified Administrator exam for students who are seeking the Salesforce Certified Administrator certification. Overview In this course, students will perform the basic skills required of a typical Salesforce system administrator.Students will:- Describe basic concepts related to Salesforce administration.- Set up an organization.- Manage user accounts.- Implement security controls.- Configure the Salesforce Classic user interface.- Support the Lightning Experience user interface.- Customize pages.- Manage Opportunities.- Implement additional Opportunity features.- Implement data validation and workflows.- Manage Leads.- Manage Accounts.- Manage Contacts.- Manage Campaigns.- Manage Cases.- Manage custom objects.- Manage data.- Configure views, reports, and dashboards.- Integrate and extend Salesforce. In this course, students will identify information about the five native business processes every company can manage using Salesforce, regardless of the License Edition. Students will also gain insight into each of the functional groups of users (Inside Sales, Outside Sales, Marketing, Customer Support, and Management), and they will establish patterns of critical thinking that can help them to ensure that they are indeed taking the right approach and providing the necessary support for each request they receive. Introduction to Salesforce Administration The Salesforce Data Model SMART Administration Principles Setting Up an Organization Manage the Company Profile Configure Organizational Settings Managing User Accounts Create User Accounts Manage Users Implementing Security Controls Salesforce Security Essentials Configure Profiles Establish Organization-Wide Sharing Defaults Configure Roles Create Sharing Rules Perform a Health Check Configuring the Salesforce Classic User Interface Configure User Interface Settings Customize the Home Page in Salesforce Classic Configure Search in Salesforce Classic Supporting the Lightning Experience User Interface Implement Lightning Experience Customize Lightning Experience Home Pages Customizing Pages Create Page Layouts in Salesforce Classic Customize Record Pages in Lightning Experience Introduction to Opportunity Management Opportunity Management Essentials Design and Implement Opportunity Fields Design and Implement Opportunity Stages Design and Implement Opportunity Contact Roles Design and Create Opportunity Record Types Implementing Additional Opportunity Features Implement and Maintain Opportunity Products and Price Books Implement the Similar Opportunities Function Implement Opportunity Teams Create a Big Deal Alert Implementing Data Validation and Workflows Create and Test Validation Rules Create and Test Workflows Managing Leads Lead Management Essentials Design and Implement Lead Fields Design and Implement Custom Lead Sources Design and Implement Web-to-Lead Forms Design and Implement Lead Assignment Rules Managing Accounts Design an Account Management Model Implement an Account Management Model Managing Contacts Design a Contact Management Strategy Implement a Contact Management Strategy Managing Campaigns Prepare for Campaign Management Administer a Campaign Management Strategy Managing Cases Case Management Essentials Design and Implement Case Fields Design and Implement Case Origins Automate Case Management Providing Apps and Custom Objects Supply Apps in Salesforce Classic Supply Apps in Lightning Experience Managing Data Data Management Essentials Import and Update Data Back Up and Restore Data Configuring Views, Reports, and Dashboards Create Views Create and Manage Reports Create and Manage Dashboards Integrating and Extending Salesforce Integrate Salesforce and Outlook Implement Salesforce1 Implement SalesforceA Additional course details: Nexus Humans Salesforce.com - Sales Cloud Administration 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 Salesforce.com - Sales Cloud Administration 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.

Salesforce.com - Sales Cloud Administration Essentials
Delivered OnlineFlexible Dates
Price on Enquiry

Writing Analytical Queries for Business Intelligence

By Nexus Human

Duration 3 Days 18 CPD hours This course is intended for This course is intended for information workers and data science professionals who seek to use database reporting and analysis tools such as Microsoft SQL Server Reporting Services, Excel, Power BI, R, SAS and other business intelligence tools, and wish to use TSQL queries to efficiently retrieve data sets from Microsoft SQL Server relational databases for use with these tools. Overview Identify independent and dependent variables and measurement levels in their own analytical work scenarios. Identify variables of interest in relational database tables. Choose a data aggregation level and data set design appropriate for the intended analysis and tool. Use TSQL SELECT queries to produce ready-to-use data sets for analysis in tools such as PowerBI, SQL Server Reporting Services, Excel, R, SAS, SPSS, and others. Create stored procedures, views, and functions to modularize data retrieval code. This three-day instructor-led course is about writing TSQL queries for the purpose of database reporting, analysis, and business intelligence. Specifically, this course presents TSQL within the context of data analysis in other words, making meaning from the data rather than transaction-oriented data-tier application development. The course starts with a brief discussion of levels of measurement and quantitative research methodogy, and integrates these concepts into each TSQL topic presented. The goal is to provide a consistent, direct, and purposeful learning path from RDBMS data retrieval through analytical tools such as SQL Server Reporting Services, PowerBI, Excel, R, SAS, and SPSS. Module 1: Introduction to TSQL for Business Intelligence Two Approaches to SQL Programming TSQL Data Retrieval in an Analytics / Business Intelligence Environment The Database Engine SQL Server Management Studio and the CarDeal Sample Database Identifying Variables in Tables SQL is a Declarative Language Introduction to the SELECT Query Module 2: Turning Table Columns into Variables for Analysis: SELECT List Expressions, WHERE, and ORDER BY Turning Columns into Variables for Analysis Column Expressions, Data Types, and Built-in Functions Column aliases Data type conversions Built-in Scalar Functions Table Aliases The WHERE clause ORDER BY Module 3: Combining Columns from Multiple Tables into a Single Dataset: The JOIN Operators Primary Keys, Foreign Keys, and Joins Understanding Joins, Part 1: CROSSJOIN and the Full Cartesian Product Understanding Joins, Part 2: The INNERJOIN Understanding Joins, Part 3: The OUTERJOINS Understanding Joins, Part 4: Joining more than two tables Understanding Joins, Part 5: Combining INNER and OUTERJOINs Combining JOIN Operations with WHERE and ORDER BY Module 4: Creating an Appropriate Aggregation Level Using GROUP BY Identifying required aggregation level and granularity Aggregate Functions GROUP BY HAVING Order of operations in SELECT queries Module 5: Subqueries, Derived Tables and Common Table Expressions Non-correlated and correlated subqueries Derived tables Common table expressions Module 6: Encapsulating Data Retrieval Logic Views Table-valued functions Stored procedures Creating objects for read-access users Creating database accounts for analytical client tools Module 7: Getting Your Dataset to the Client Connecting to SQL Server and Submitting Queries from Client Tools Connecting and running SELECT queries from: Excel PowerBI RStudio Exporting datasets to files using Results pane from SSMS The bcp utility The Import/Export Wizard Additional course details: Nexus Humans Writing Analytical Queries for Business Intelligence 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 Writing Analytical Queries for Business Intelligence 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.

Writing Analytical Queries for Business Intelligence
Delivered OnlineFlexible Dates
Price on Enquiry

Hands-on Data Analysis with Pandas (TTPS4878)

By Nexus Human

Duration 3 Days 18 CPD hours This course is intended for This course is geared for Python-experienced attendees who wish to be equipped with the skills you need to use pandas to ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. Overview Working in a hands-on learning environment, guided by our expert team, attendees will learn to: Understand how data analysts and scientists gather and analyze data Perform data analysis and data wrangling using Python Combine, group, and aggregate data from multiple sources Create data visualizations with pandas, matplotlib, and seaborn Apply machine learning (ML) algorithms to identify patterns and make predictions Use Python data science libraries to analyze real-world datasets Use pandas to solve common data representation and analysis problems Build Python scripts, modules, and packages for reusable analysis code Perform efficient data analysis and manipulation tasks using pandas Apply pandas to different real-world domains with the help of step-by-step demonstrations Get accustomed to using pandas as an effective data exploration tool. Data analysis has become a necessary skill in a variety of domains where knowing how to work with data and extract insights can generate significant value. Geared for data team members with incoming Python scripting experience, Hands-On Data Analysis with Pandas will show you how to analyze your data, get started with machine learning, and work effectively with Python libraries often used for data science, such as pandas, NumPy, matplotlib, seaborn, and scikit-learn. Using real-world datasets, you will learn how to use the powerful pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will be able to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding lessons, you will explore some applications of anomaly detection, regression, clustering, and classification using scikit-learn to make predictions based on past data. Students will leave the course armed with the skills required to use pandas to ensure the veracity of their data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. Introduction to Data Analysis Fundamentals of data analysis Statistical foundations Setting up a virtual environment Working with Pandas DataFrames Pandas data structures Bringing data into a pandas DataFrame Inspecting a DataFrame object Grabbing subsets of the data Adding and removing data Data Wrangling with Pandas What is data wrangling? Collecting temperature data Cleaning up the data Restructuring the data Handling duplicate, missing, or invalid data Aggregating Pandas DataFrames Database-style operations on DataFrames DataFrame operations Aggregations with pandas and numpy Time series Visualizing Data with Pandas and Matplotlib An introduction to matplotlib Plotting with pandas The pandas.plotting subpackage Plotting with Seaborn and Customization Techniques Utilizing seaborn for advanced plotting Formatting Customizing visualizations Financial Analysis - Bitcoin and the Stock Market Building a Python package Data extraction with pandas Exploratory data analysis Technical analysis of financial instruments Modeling performance Rule-Based Anomaly Detection Simulating login attempts Exploratory data analysis Rule-based anomaly detection Getting Started with Machine Learning in Python Learning the lingo Exploratory data analysis Preprocessing data Clustering Regression Classification Making Better Predictions - Optimizing Models Hyperparameter tuning with grid search Feature engineering Ensemble methods Inspecting classification prediction confidence Addressing class imbalance Regularization Machine Learning Anomaly Detection Exploring the data Unsupervised methods Supervised methods Online learning The Road Ahead Data resources Practicing working with data Python practice

Hands-on Data Analysis with Pandas (TTPS4878)
Delivered OnlineFlexible Dates
Price on Enquiry