Duration 3 Days 18 CPD hours This course is intended for This course is aimed at anyone who wants to harness the power of data analytics in their organization including: Business Analysts, Data Analysts, Reporting and BI professionals Analytics professionals and Data Scientists who would like to learn Python Overview This course teaches delegates with no prior programming or data analytics experience how to perform data manipulation, data analysis and data visualization in Python. Mastery of these techniques and how to apply them to business problems will allow delegates to immediately add value in their workplace by extracting valuable insight from company data to allow better, data-driven decisions. Outcome: After attending this course, delegates will: Be able to write effective Python code Know how to access their data from a variety of sources using Python Know how to identify and fix data quality using Python Know how to manipulate data to create analysis ready data Know how to analyze and visualize data to drive data driven decisioning across your organization Becoming a world class data analytics practitioner requires mastery of the most sophisticated data analytics tools. These programming languages are some of the most powerful and flexible tools in the data analytics toolkit. From business questions to data analytics, and beyond For data analytics tasks to affect business decisions they must be driven by a business question. This section will formally outline how to move an analytics project through key phases of development from business question to business solution. Delegates will be able: to describe and understand the general analytics process. to describe and understand the different types of analytics can be used to derive data driven solutions to business to apply that knowledge to their business context Basic Python Programming Conventions This section will cover the basics of writing R programs. Topics covered will include: What is Python? Using Anaconda Writing Python programs Expressions and objects Functions and arguments Basic Python programming conventions Data Structures in Python This section will look at the basic data structures that Python uses and accessing data in Python. Topics covered will include: Vectors Arrays and matrices Factors Lists Data frames Loading .csv files into Python Connecting to External Data This section will look at loading data from other sources into Python. Topics covered will include: Loading .csv files into a pandas data frame Connecting to and loading data from a database into a panda data frame Data Manipulation in Python This section will look at how Python can be used to perform data manipulation operations to prepare datasets for analytics projects. Topics covered will include: Filtering data Deriving new fields Aggregating data Joining data sources Connecting to external data sources Descriptive Analytics and Basic Reporting in Python This section will explain how Python can be used to perform basic descriptive. Topics covered will include: Summary statistics Grouped summary statistics Using descriptive analytics to assess data quality Using descriptive analytics to created business report Using descriptive analytics to conduct exploratory analysis Statistical Analysis in Python This section will explain how Python can be used to created more interesting statistical analysis. Topics covered will include: Significance tests Correlation Linear regressions Using statistical output to create better business decisions. Data Visualisation in Python This section will explain how Python can be used to create effective charts and visualizations. Topics covered will include: Creating different chart types such as bar charts, box plots, histograms and line plots Formatting charts Best Practices Hints and Tips This section will go through some best practice considerations that should be adopted of you are applying Python in a business context.
Duration 2 Days 12 CPD hours This course is intended for This course is aimed at anyone currently working with data who is interested in using data visualisation to more effectively communicate their results. Overview At completion, delegates will understand how data visualisations can be best used to communicate actionable insights from data and be competent with the tools required to do it. Visualising data, and analytics results, is one of the most effective ways to achieve this. This course will cover the theory of data visualisation along with practical skills for creating compelling visualisations from data. Course Outline The use of analytics, statistics and data science in business has grown massively in recent years. Harnessing the power of data is opening actionable insights in diverse industries from banking to horse breeding. The companies doing this most successfully understand that using sophisticated analytics approaches to unlock insights from data is only half the job. Communicating these insights to all of the different parts of an organisation is just as important as doing the actual analysis. Visualising data, and analytics results, is one of the most effective ways to achieve this. This course will cover the theory of data visualisation along with practical skills for creating compelling visualisations from data. To attend this course delegates should be competent in the use of data analysis tools such as reporting tools, spreadsheet software or business intelligence tools. The course will explore the following topics through a series of interactive workshop sessions: Fundamentals of data visualisation Data characteristics & dimensions Mapping visual encodings to data dimensions Colour theory Graphical perception & communication Interaction design Visualisation different characteristics of data: trends, comparisons, correlations, maps, networks, hierarchies, text Designing effective dashboards
Duration 3 Days 18 CPD hours This course is intended for This course is aimed at anyone who wants to harness the power of data analytics in their organization. Overview After completing this course delegates will be capable of writing effective R code to manipulate, analyse and visualise data to enable their organisations make better, data-driven decisions. This course teaches delegates with no prior programming or data analytics experience how to perform data manipulation, data analysis and data visualisation in R. Course Outline Becoming a world class data analytics practitioner requires mastery of the most sophisticated data analytics tools. The R programming language is one of the most powerful and flexible tools in the data analytics toolkit. This course teaches delegates with no prior programming or data analytics experience how to perform data manipulation, data analysis and data visualisation in R. Mastery of these techniques will allow delegates to immediately add value in their work place by extracting valuable insight from company data to allow better, data-driven decisions. The course will explore the following topics through a series of interactive workshop sessions: What is R? Basic R programming conventions Data structures in R Accessing data in R Descriptive statistics in R Statistical analysis in R Data manipulation in R Data visualisation in R Additional course details: Nexus Humans Beginning Data Analytics With R 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 Beginning Data Analytics With R 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.
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Supporting Women in Leadership Throughout The UK Our women in leadership course is specifically designed to target challenges and support women in developing their leadership and management careers. AWARD WINNING LEADERSHIP DEVELOPMENT PROGRAMME Discover Our Women in Construction Management Course The Power Within is dedicated to helping women in construction across England and Scotland achieve business success through our Motivational Intelligence framework. Motivational Intelligence is the third level of intelligence, and the science behind it has won a Nobel Prize. Our women leadership in construction course supports women by improving their motivation, self-belief, decision-making, and leadership skills. This programme is designed to help female business leaders adapt more quickly to their environment, handle adversity more effectively, take productive action, and thrive during times of change. Each is a vital skill needed in today’s ever-changing business environment. When completed, you’ll have the skills needed to make decisions more effectively that help your business grow, become more resilient, and take opportunities when others are stuck. "This course has completely changed my outlook on my responsibilities as a manager/leader. In 26 years with Pfizer, I have never participated in a programme that has as profoundly changed my perspective on my role, my responsibilities and my ability to positively impact my team." FEMALE DIRECTOR OF BUSINESS SERVICES, PFIZER LEADING WITH MOTIVATIONAL INTELLIGENCE What is our Women in Construction Course? In the past five years, we’ve supported thousands of business leaders and managers in nurturing the skills and mindset needed to achieve and exceed their business goals. The Power Within knows women are incredibly effective and consistent at applying our Motivational Intelligence techniques to their lives and business. Our women in construction management course is designed to give you the skills you need to take charge of your business and ensure constant growth while future-proofing your business. The training is perfect for women in construction who are managers or leaders looking to: Quickly Adapt Their Team to Change Effectively Mentor Every Team Member Improve Communication and Collaboration Gain More Buy-In to New Goals or Strategies Transform Their Team Culture Increase Initiative and Self-Motivation Across Their Team How We Help Women in the Construction Industry Our course focuses on imparting fundamental skills, tactical best practices, and powerful insights into the human side of the business. You’ll be provided with valuable knowledge needed to be successful leaders and managers of all levels. We’ll focus on addressing the challenges new businesses around the world face, like leading teams and developing businesses in turbulent and transitional times as well as overcoming the challenges of being women in the construction industry. Throughout the course, particular emphasis is given to helping leaders raise motivational intelligence and foster a growth mindset within their team. LEADING WITH MOTIVATIONAL INTELLIGENCE Our Leading with Motivational Intelligence (MQ) Executive Diploma Programme is specifically designed to help participants create the “complete game” of leadership and management. Leveraged by more than 40% of the largest Fortune 500 companies and implemented around the world, the Leading with Motivational Intelligence (MQ) consistently receives a participant buy-in rate in excess of 97%. However, the most important statistic is: 12 months after completing the course more than 93% of participants continue to use the skills and techniques taught on a daily basis. SQA APPROVED EXECUTIVE DIPLOMA What Skills Do We Help Women in Construction Develop? The skills we teach through our women in construction management courses are delivered through seven modularised sessions, each between three and three-and-a-half hours per session, with all sessions starting at 9:30 am via Zoom. An additional two hours per week is spent working on the online training assignments and leadership development plan. Each session will provide the education and information needed to establish yourself in your business. Here is more information regarding each session and the skills taught: SESSION 1: SELF-LEADERSHIP & THE SECRET TO PERSONAL SUCCESS Our first module is focused on setting course expectations and creating the right environment for learning. We’ll introduce the format and logistics, then discuss leading through turbulent times and how we can take control of ourselves, our thoughts, and our actions to lead growth. There is also a discussion on adult learning techniques and how leaders can leverage them to improve the effectiveness of their teams. We’ll also explore how turbulence and transition have changed how we manage and lead our teams. SESSION 2: THE ROLE OF INTELLIGENCE WHEN LEADING In this session, we’ll discuss the three levels of human intelligence and show how they each play in an individual’s performance and behaviors. Through two distinct mindsets, you’ll be shown how an individual’s motivational intelligence ultimately influences their emotional intelligence and intelligence quotient (IQ). Depending on which mindset a person operates under ultimately dictates their view of themselves, opportunities, and the work at which they will allow themselves to succeed. Finally, we’ll discuss switching your team to a growth mindset. SESSION 3: THE PILLARS OF HUMAN PERFORMANCE Completing this session will allow you to deconstruct the components that create a motivational intelligence growth mindset. Through discussion, you’ll see how most organizational challenges can be directly tied back to lapses in these components. We’ll review the leaders who’ve had the most significant influence on the meeting participants and shows the commonalities that make these leaders stand out. Lastly, we’ll introduce terminology, tools, and techniques that leaders can leverage to better coach and mentor their team. SESSION 4: MANAGEMENT VERSUS LEADERSHIP: THE TWO CRITICAL AND CO-DEPENDENT SKILLSETS FOR CREATING TEAM SUCCESS We’ll discuss the difference between a manager’s and a leader’s focus. The discussion focuses on the two most common management mistakes and how they undermine team culture and individual performance. The final debate focuses on the five critical best practices of excellent management, including clearly defining and communicating goals, creating alignment and buy-in, setting proper expectations, monitoring performance, and recognizing and rewarding performance. Our final portion will work to define what management is. Session 5: Exploring and Defining Leadership: Dispelling the Myths that Surround It Session 5 strives to define leadership. Building on this definition is a follow-up discussion regarding how people develop their leadership abilities. We’ll explore the underpinnings of what creates a successful leader. It also includes the importance of asking questions and active listening. We’ll review the five behavioral characteristics associated with motivational intelligence and how leaders can assess the relative strengths or weaknesses of the characteristics within their team. Lastly, we’ll explore great leaders’ five critical best practices, including communicating a compelling vision, modeling the correct behaviors, establishing a team culture anchored in responsibility, consistently building team confidence and self-esteem, and proactively coaching and mentoring. SESSION 6: BUILDING A LEADERSHIP TOOLBOX FOSTERING ADAPTABILITY, RESILIENCE, AND COURAGE We’ll provide information regarding tools and techniques that leaders can utilize to foster greater accountability and ownership win their teams. The Power Within will explore self-esteem’s critical role in the relative strength or weakness of a person’s motivational intelligence and adaptability in life. We’ll discuss how self-esteem has formed and how it will influence how a person interprets feedback in life. Lastly, we’ll explore levels of self-esteem and the associated behaviors of each. SESSION 7: HELPING EMPLOYEES DEVELOP A HEALTHY PERSPECTIVE AND RESILIENT ATTITUDE During the final session, we’ll explore self-esteem’s critical role in the relative strength or weakness of a person’s motivational intelligence and adaptability in life. We’ll talk about how self-esteem is formed and how it influences how a person interprets feedback. Finally, we’ll explore levels of self-esteem and the behaviors of each and the influence of comfort zones, and the tools that leaders can use to help people escape the fear of change. Our Course Leaders The Power Within was founded by husband and wife team James and Enas Fleming, to inspire people worldwide to think bigger, be better, and achieve more. They both work on a personal level with individuals, businesses, and organisations to help them create leaders and build environments where they can thrive. James and Enas challenge the limits with the Motivational Intelligence formula to help you broaden your perspective and create a future on your terms. Here is more about your course instructors: James Fleming James Fleming – James Fleming, the co-creator of The Power Within. He wanted to inspire people around the world to think better, be better, and achieve more. James believes everyone can do whatever they set their minds to. Founding The Power Within allowed James to turn that deep knowledge into a business that helps others think bigger, better, and achieve more daily. He strives to give leaders the tools and knowledge to achieve their full potential while increasing their self-confidence and self-belief through the Motivational Intelligence Revolution. James wants to support today’s businesses to become tomorrow’s leaders. Mari Steyn Mari is the go-to person for building self-esteem, offering new perspectives and stepping up in Life. With an endless abundance of excitement and love for all people, combined with degrees in Psychology, Knowledge and Information Management and is a Master NLP and Transformation Coach and International NLP and Coaching Trainer and Executive Coach, Mari offers an attractive, fresh, expert approach to Emotional Freedom, Motivational Intelligence, Leadership Development and ReWriting your Story. We undoubtedly have the power within to alchemize ourselves and any situation! Seeing the light go on in someone’s eyes is my ultimate joy. Take Charge with Our Women in Construction Course The Power Within is a Motivational Intelligence company dedicated to helping businesses and leaders become more accountable, resilient, adaptable, and capable of handling all challenges, regardless of the complexity. Our women in construction management course build upon best practices, strategic insights, and lessons learned over three decades of building leadership universities for Fortune 500 companies. Throughout the course, emphasis is given to helping leaders raise their motivational intelligence and foster a growth mindset within their team. You’ll gain the skills you need to successfully lead your team and overcome adversity while ensuring your company is profitable. To learn more about our course or to register, reach out today.
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