Dive deep into the vast realm of Python data science with our meticulously crafted course: 'Python Data Science with Numpy, Pandas and Matplotlib'. Explore the intricate details of Python, setting the stage with Pandas and Numpy, before delving into the power of Python data structures. With topics ranging from Python Strings to Matplotlib Histograms, you'll gain a holistic insight, ensuring that every dataset you touch unveils its story compellingly. So, if you're keen on transmuting raw data into visual masterpieces or insights, this journey is tailor-made for you. Learning Outcomes Grasp foundational knowledge of Python and its data structures like strings, lists, and dictionaries. Understand the potential of NumPy, from basic array operations to handling multi-dimensional arrays. Master the versatility of Pandas, encompassing everything from dataframe conversions to intricate operations like aggregation and binning. Efficiently manage, manipulate, and transform data using Pandas' diverse functionalities. Create visually striking and informative graphs using the power of Matplotlib. Why buy this Python Data Science with Numpy, Pandas and Matplotlib course? 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 Python Data Science with Numpy, Pandas and Matplotlib 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 Python Data Science with Numpy, Pandas and Matplotlib course for? Beginners eager to jumpstart their journey in Python data science. Analysts looking to enhance their data manipulation skills using Python. Statisticians keen on expanding their toolset with Python-based libraries. Data enthusiasts desiring a deep dive into Python's data libraries and structures. Professionals aiming to upgrade their data visualisation techniques. Prerequisites This Python Data Science with Numpy, Pandas and Matplotlib does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Python Data Science with Numpy, Pandas and Matplotlib 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 Data Scientist: £40,000 - £80,000 Python Developer: £35,000 - £70,000 Data Analyst: £30,000 - £55,000 Business Intelligence Analyst: £32,000 - £60,000 Research Analyst: £28,000 - £52,000 Data Visualization Engineer: £33,000 - £65,000 Course Curriculum Course Introduction and Table of Contents Course Introduction and Table of Contents 00:09:00 Introduction to Python, Pandas and Numpy Introduction to Python, Pandas and Numpy 00:07:00 System and Environment Setup System and Environment Setup 00:08:00 Python Strings Python Strings - Part 1 00:11:00 Python Strings - Part 2 00:09:00 Python Numbers and Operators Python Numbers and Operators - Part 1 00:06:00 Python Numbers and Operators - Part 2 00:07:00 Python Lists Python Lists - Part 1 00:05:00 Python Lists - Part 2 00:06:00 Python Lists - Part 3 00:05:00 Python Lists - Part 4 00:07:00 Python Lists - Part 5 00:07:00 Tuples in Python Tuples in Python 00:06:00 Sets in Python Sets in Python - Part 1 00:05:00 Sets in Python - Part 2 00:04:00 Python Dictionary Python Dictionary - Part 1 00:07:00 Python Dictionary - Part 2 00:07:00 NumPy Library - Introduction NumPy Library Intro - Part 1 00:05:00 NumPy Library Intro - Part 2 00:05:00 NumPy Library Intro - Part 3 00:06:00 NumPy Array Operations and Indexing NumPy Array Operations and Indexing - Part 1 00:04:00 NumPy Array Operations and Indexing - Part 2 00:06:00 NumPy Multi-Dimensional Arrays NumPy Multi-Dimensional Arrays - Part 1 00:07:00 NumPy Multi-Dimensional Arrays - Part 2 00:06:00 NumPy Multi-Dimensional Arrays - Part 3 00:05:00 Introduction to Pandas Series Introduction to Pandas Series 00:08:00 Introduction to Pandas Dataframes Introduction to Pandas Dataframes 00:07:00 Pandas Dataframe conversion and drop Pandas Dataframe conversion and drop - Part 1 00:06:00 Pandas Dataframe conversion and drop - Part 2 00:06:00 Pandas Dataframe conversion and drop - Part 3 00:07:00 Pandas Dataframe summary and selection Pandas Dataframe summary and selection - Part 1 00:06:00 Pandas Dataframe summary and selection - Part 2 00:06:00 Pandas Dataframe summary and selection - Part 3 00:07:00 Pandas Missing Data Management and Sorting Pandas Missing Data Management and Sorting - Part 1 00:07:00 Pandas Missing Data Management and Sorting - Part 2 00:07:00 Pandas Hierarchical-Multi Indexing Pandas Hierarchical-Multi Indexing 00:06:00 Pandas CSV File Read Write Pandas CSV File Read Write - Part 1 00:05:00 Pandas CSV File Read Write - Part 2 00:07:00 Pandas JSON File Read Write Pandas JSON File Read Write Operations 00:07:00 Pandas Concatenation Merging and Joining Pandas Concatenation Merging and Joining - Part 1 00:05:00 Pandas Concatenation Merging and Joining - Part 2 00:04:00 Pandas Concatenation Merging and Joining - Part 3 00:04:00 Pandas Stacking and Pivoting Pandas Stacking and Pivoting - Part 1 00:06:00 Pandas Stacking and Pivoting - Part 2 00:05:00 Pandas Duplicate Data Management Pandas Duplicate Data Management 00:07:00 Pandas Mapping Pandas Mapping 00:04:00 Pandas Grouping Pandas Groupby 00:06:00 Pandas Aggregation Pandas Aggregation 00:09:00 Pandas Binning or Bucketing Pandas Binning or Bucketing 00:08:00 Pandas Re-index and Rename Pandas Re-index and Rename - Part 1 00:04:00 Pandas Re-index and Rename - Part 2 00:05:00 Pandas Replace Values Pandas Replace Values 00:05:00 Pandas Dataframe Metrics Pandas Dataframe Metrics 00:07:00 Pandas Random Permutation Pandas Random Permutation 00:08:00 Pandas Excel sheet Import Pandas Excel sheet Import 00:07:00 Pandas Condition Selection and Lambda Function Pandas Condition Selection and Lambda Function - Part 1 00:05:00 Pandas Condition Selection and Lambda Function - Part 2 00:05:00 Pandas Ranks Min Max Pandas Ranks Min Max 00:06:00 Pandas Cross Tabulation Pandas Cross Tabulation 00:07:00 Matplotlib Graphs and plots Graphs and plots using Matplotlib - Part 1 00:06:00 Graphs and plots using Matplotlib - Part 2 00:02:00 Matplotlib Histograms Matplotlib Histograms 00:03:00 Resource File Resource File - Python Data Science with Numpy, Pandas and Matplotlib 00:00:00
This course will help you learn the programming fundamentals with Python 3. It is designed for beginners in Python and is a complete masterclass. This course will help you understand Python GUI, data science, full-stack web development with Django, machine learning, artificial intelligence, Natural Language Processing, and Computer Vision.
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This course will help you get started with automation testing of web applications. You will cover the basic and advanced topics of Selenium and Python, along with unit tests, pytest, cross-browser testing, logging infrastructure, automation framework design, Jenkins, and a lot more.
Quality Guarantee Promising training excellence, satisfaction gurantee Accredited by CPD UK & Quality License Scheme Tutor Support Unlimited support via email, till you complete the course Recognised Certification: Accepted by thousands of professional bodies Start Anytime With 1 year access to the course materials Online Learning Learn from anywhere, whenever you want This complete Italian Language course for Beginners will help you to gain simple conversational skills in the Italian language. You will learn essential vocabulary, basic grammar and sentence-making rules from the native-speaking instructors to make you capable of engaging in everyday conversations. This course at a glance Accredited by CPD UK Learn Italian alphabets and vocabulary Master grammar skills in Italian Learn how to pronounce Italian words and phrases in your daily conversation Understand Italian verbs and tenses, writing, and grammar rules Know Italian verbs, tenses, articles, and prepositions Understand Italian reflexive verbs and adverbs of frequency Learn Italian modal verbs, regular, and irregular verbs Master numbers from 0 to 100 in Italian Practice several practice tests and quizzes to learn the Italian language effectively Why Complete Italian Language Course right for you? This extensive Complete Italian Language Course For Beginners will help you understand the language for A1, A2, and A2+ levels. You will learn the alphabets, definite articles, indefinite articles, and numbers from 0 to 100. This interactive course will help you master grammar in Spanish, such as present simple for regular verbs, present simple for irregular verbs, and reflexive verbs. 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The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35. FAQs Is CPD a recognised qualification in the UK? CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD-certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Are QLS courses recognised? Although QLS courses are not subject to Ofqual regulation, they must adhere to an extremely high level that is set and regulated independently across the globe. A course that has been approved by the Quality Licence Scheme simply indicates that it has been examined and evaluated in terms of quality and fulfils the predetermined quality standards. When will I receive my certificate? For CPD accredited PDF certificate it will take 24 hours, however for the hardcopy CPD certificate takes 5-7 business days and for the Quality License Scheme certificate it will take 7-9 business days. Can I pay by invoice? Yes, you can pay via Invoice or Purchase Order, please contact us at info@lead-academy.org for invoice payment. Can I pay via instalment? Yes, you can pay via instalments at checkout. How to take online classes from home? Our platform provides easy and comfortable access for all learners; all you need is a stable internet connection and a device such as a laptop, desktop PC, tablet, or mobile phone. The learning site is accessible 24/7, allowing you to take the course at your own pace while relaxing in the privacy of your home or workplace. Does age matter in online learning? No, there is no age limit for online learning. Online learning is accessible to people of all ages and requires no age-specific criteria to pursue a course of interest. As opposed to degrees pursued at university, online courses are designed to break the barriers of age limitation that aim to limit the learner's ability to learn new things, diversify their skills, and expand their horizons. When I will get the login details for my course? After successfully purchasing the course, you will receive an email within 24 hours with the login details of your course. Kindly check your inbox, junk or spam folder, or you can contact our client success team via info@lead-academy.org
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Enroll today and gain the financial acumen needed to evaluate performance, assess opportunities, and make smart investments. Unlock your career growth potential and contribute to your organization's bottom line. 6+ Hours of Video 15+ Hours to Complete30+ Interactive Exercises1 Recognised Certificate Course Overview Our comprehensive Finance for Non-Finance Managers course cuts through financial jargon to provide business leaders the concepts and tools to evaluate performance and drive better decisions. Financial literacy is no longer just for finance teams - it's an essential skill for managers. This practical course focuses on translating financial statements and analysis into actionable insights. Through real-world cases and hands-on exercises, the self-paced online format allows busy professionals to boost their finance skills on their own time. Whether you're making investment choices or reviewing budget variances, this program will equip you to understand the numbers and take confident action. With over 6 hours of content and 30+ exercises, the program covers financial accounts, ratios, cash flows, capital budgeting, valuation, and more. A completed case study ties together the key concepts. “I was previously unsure of all the financial jargon and concepts, now I feel I have taken steps towards getting the big picture of finance. I really liked the Excel web integration!” Rachel Crawford Course Highlights Introduction to Key Financial Statements and Reports Profitability, Efficiency, and Credit Health Metrics Return on Capital and Cash Flow Analysis Time Value of Money and Investment Appraisal Budgeting, Cost Behaviour, and Decision Making Business Valuation Methods and Value Creation Certificate Upon Successful Course Completion
Course Outcomes As an MHFAider® you will be able to: Recognise those that may be experiencing poor mental health and provide them with first-level support and early intervention Encourage a person to identify and access sources of professional help and other supports Practise active listening and empathy Have a conversation with improved mental health literacy around language and stigma Discuss the MHFAider® role in depth, including boundaries and confidentiality Practise self-care Know how to use the MHFAider Support App® Know how to access a dedicated text service provided by Shout and ongoing learning opportunities with MHFA England Format Learners will be trained over four live sessions with an MHFA England Instructor Member, covering 14 hours of content in total. Learning takes place through a mix of instructor led training, group discussions, individual and group activities. Each session builds on the previous, enabling the learner to gain confidence in supporting others with a Mental Health First Aid action plan. We limit numbers to 16 people per course so that instructors can keep people safe and supported while they learn. We strive for all of our learning content to be as accessible and inclusive as possible. Takeaways Everyone who completes this course gets: A hard copy workbook to support their learning throughout the course A digital manual to refer to whenever they need it after completing the course A wallet-sized reference card with the Mental Health First Aid action plan A digital MHFAider® certificate Access to the MHFAider Support App® for three years Access to ongoing learning opportunities, resources and exclusive events The opportunity to be part of the largest MHFAider® community in England Becoming a qualified MHFAider® Once you complete the Mental Health First Aid course, you can test your knowledge and build your confidence in your role as an MHFAider® with the internationally recognised MHFAider® qualification, RSPH Level 3 Award in Mental Health First Aid. Course Structure Session 1: Mental Health First Aid and the action plan The MHFAider® role and self-care Helpful and unhelpful language Useful models to support the role Session 2: What influences mental health? What is anxiety? Crisis first aid Active listening and empathy What are eating disorders? What is self-harm? What is substance misuse? Session 3: Applying the Mental Health First Aid action plan What is depression? What is suicide? Crisis first aid continued What is psychosis? Session 4: Recovery and lived experience Boundaries in the MHFAider® role Moving forward in the MHFAider® role My MHFA action plan
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