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Unlock a brighter, worry-free future with our transformative course, 'Overcome Overthinking and Worrying.' Dive into a journey of self-discovery and empowerment as you learn to break free from the chains of anxiety and excessive thinking. With eight comprehensive sections and expert guidance, this course equips you with the tools to conquer your mind and regain control over your life. Say goodbye to relentless worry and embrace a path to a more peaceful and fulfilling existence. Learning Outcomes Develop a deep understanding of thought patterns and their impact on your well-being. Master the art of thought journaling to gain insight into your inner world. Identify and challenge limited thinking patterns that hold you back. Learn effective relaxation exercises to manage stress and anxiety. Cultivate mindfulness and diffusion techniques for a calmer, more present mindset. Why buy this Overcome Overthinking and Worrying 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 Overcome Overthinking and Worrying 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 Overcome Overthinking and Worrying course for? Individuals seeking relief from chronic overthinking and anxiety. Professionals looking to enhance their mental resilience and productivity. Students aiming to improve their focus and concentration. Anyone interested in personal growth and inner transformation. Those committed to living a more balanced, worry-free life. Prerequisites This Overcome Overthinking and Worrying does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Overcome Overthinking and Worrying 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 Life Coach: £25,000 - £60,000 per annum Counsellor: £22,000 - £50,000 per annum Mental Health Support Worker: £18,000 - £30,000 per annum HR Specialist: £25,000 - £55,000 per annum Meditation Instructor: £20,000 - £45,000 per annum Wellness Consultant: £22,000 - £50,000 per annum Course Curriculum Section 01: Introduction to the Course Introduction to the Course 00:03:00 Section 02: Introduction to Thought Journaling Uncovering Automatic Thoughts 00:04:00 Understanding Feedback Loops 00:04:00 The Nature of Automatic Thoughts 00:01:00 Characteristics of Automatic Thoughts Part 01 00:08:00 Characteristics of Automatic Thoughts Part 02 00:08:00 Thought Journal 00:02:00 Section 03: Introduction to Limited Thinking Patterns Filtering 00:02:00 Polarised Thinking 00:02:00 Overgeneralise Thinking 00:02:00 Mind Reading 00:02:00 Catastrophising 00:01:00 Magnifying 00:02:00 Personalisation 00:01:00 Shoulds 00:02:00 Composing Balanced Alternative Thoughts 00:08:00 Using Thought Journal for Limited Thinking Patterns 00:02:00 Section 04: Introduction to Hot Thoughts Eight Steps for Changing Hot Thoughts 00:07:00 Section 05: Introduction to Relaxation Exercises Abdominal Breathing 00:15:00 Progressive Muscle Relaxation 00:11:00 Relaxation without Tension 00:01:00 Cue Controlled Relaxation 00:07:00 Visualisation 00:04:00 Section 06: Introduction to Controlling Worry Worry System 00:02:00 Relaxation 00:02:00 Risk Assessment 00:07:00 Worry Exposure 00:03:00 Worry Behaviour Prevention 00:02:00 Section 07: Introduction to Mindfulness and Diffusion The Thought Mechanism 00:02:00 Labelling Effect 00:01:00 The Meaning of Thoughts 00:02:00 Waterfall Metaphor 00:01:00 Mindfulness 00:03:00 Dealing with Anxiety 00:03:00 Section 08: Knowing What Really Matters Knowing What Really Matters 00:10:00 Section 09: Conclusion Conclusion 00:02:00

Get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Now Earn Nicely, spend wisely, and you will live happily. Finance and investment bankers are the individuals who make 2+2=5 and get to keep the remaining 1 that's not really there. Our Finance & Investment Banking bundle will assist you in landing your dream job in Investment Banking. IPOs, Bonds, M&A, Trading, LBOs, Valuation: Everything is included in this 11-in-1 exclusive bundle. The demand for Finance and investment bankers is at an all-time high in the UK. Also, entry-level jobs in the banking and investment sector are among the best paid in the UK - you could be earning up to £50,000on starting. There may also be bonuses! So, enrol in our Finance & Investment Banking bundle to kickstart your career in this ever-growing sector and secure a better life! What Will You Learn from this Finance and Investment Banking Bundle: Acquire the ability to perform financial calculations and financial planning & management Get a detailed overview of investment and its key concepts, types & techniques Become fully aware of investment banking and its structure & valuation methods Learn capital budgeting, investment decision rules and budgeting & forecasting Gain knowledge of tax system & administration in the UK, tax return and the fundamentals of income tax Discover Forex trading, trading psychology and fundamental & technical analysis Gain an acute understanding of stock marketing, investing & trading, and investing in stocks to maximise returns Explore how to present financial information, principles of effective reports and data visualisation Fully understand fraud management, money laundering, AML, CDD and RBA Get comprehensive knowledge of various effective communication skills Along with this Finance & Investment Banking course, you will get 10 other premium courses. Also, you will get an original Hardcopy and PDF certificate for the title course and a student ID card absolutely free. What other courses are included with this Finance & Investment Banking? Course 1: Investment Course 2: Stock Market Investing for Beginners Course 3: Investment Banking Course 4: Capital Budgeting & Investment Decision Rules Course 5: Budgeting and Forecasting Course 6: Level 3 Tax Accounting Course 7: Forex Trading Level 3 Course8:Team Management Course 9: Fraud Management & Anti Money Laundering Awareness Complete Diploma Course 10: Effective Communication Skills Diploma Enrol now in Finance & Investment Banking to advance your career, and use the premium study materials from Apex Learning. Benefits you'll get from choosing Apex Learning for this Finance & Investment Banking: Pay once and get lifetime access to 11 CPD courses in this Finance & Investment Banking Course Free e-Learning App for engaging reading materials & helpful assistance Certificates, student ID for the Finance & Investment Banking course included in a one-time fee Free up your time - don't waste time and money travelling for classes Accessible, informative modules of Finance & Investment Banking designed by expert instructors Learn at your ease - anytime, from anywhere Study the Finance & Investment Banking from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills Curriculum of Finance & Investment Banking Bundle Course 1: Level 2 Financial Planning and Management Course Personal Finance Calculations Saving for Retirement Building Credit to Buy a Home Personal Finance Guides for Beginners Cashflow Management Budgets and Money Management Course 2: Investment Introduction to Investment Types and Techniques of Investment Key Concepts in Investment Understanding the Finance Investing in Bond Market Investing in Stock Market Risk and Portfolio Management Course 3: Stock Market Investing for Beginners Module 01: Introduction to the Course Module 02: Introduction to Stocks Module 03: Money Required for Primary Investment Module 04: Opening an Investment Account Module 05: Brokerage Account Walkthrough Module 06: Finding Winning Stocks Module 07: Earning from Dividends Module 08: Diversifying Portfolio Module 09: Investment Plan Module 10: Rebalancing Portfolio Module 11: Understanding Order Types Module 12: Investment Tax Module 13: Investment Rules: Rule-1 Module 14: Investment Rules: Rule-2 Module 15: Investment Rules: Rule-3 Module 16: Investment Rules: Rule-4 Module 17: Investment Rules: Rule-5 Module 18: Stock Market Dictionary Module 19: Setting Up the Trading Platform Course 4: Investment Banking Introduction to Investment Banking Structure and Side of Investment Banking Valuation Methods in Investment Banking Leveraged Buyout (LBO) Initial Public Offering (IPO) Merger and Acquisition Ethics in Investment Banking Course 5: Capital Budgeting & Investment Decision Rules Introduction NPV Method Payback Period Method Internal Rate of Return (IRR) Evaluating Projects in Different Lives Conclusion Course 6: Budgeting and Forecasting Introduction Detail Budget Requirement Process of Making Budget Course 7: Level 3 Tax Accounting Tax System and Administration in the UK Tax on Individuals National Insurance How to Submit a Self-Assessment Tax Return Fundamentals of Income Tax Payee, Payroll and Wages Value Added Tax Corporation Tax Double Entry Accounting Management Accounting and Financial Analysis Career as a Tax Accountant in the UK Course 8: Forex Trading Level 3 Introduction to Forex Trading Major Currencies and Market Structure Kinds of Foreign Exchange Market Money Management Fundamental Analysis Technical Analysis Pitfalls and Risks Managing Risk Trading Psychology Course 10: Fraud Management & Anti Money Laundering Awareness Complete Diploma Introduction to Money Laundering Proceeds of Crime Act 2002 Development of Anti-Money Laundering Regulation Responsibility of the Money Laundering Reporting Office Risk-based Approach Customer Due Diligence Record Keeping Suspicious Conduct and Transactions Awareness and Training Course 11: Effective Communication Skills Diploma Business Communication Verbal and Non-verbal Communication Written Communication Electronic Communication Communicating with Graphic Effectively Working for Your Boss How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Training Expertise and essential knowledge, which will assist you in reaching your goal. Certificate: PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) Requirements Anyone from any background can enrol in this training Bundle. Career path Upon successful completion of this Finance and Investment Banking bundle and equipped with the necessary skillsets, you might explore opportunities such as: Investment Banker Business Analyst Financial Associate Executive Director Managing Director Join Analyst Financial Advisor And much more! Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Level 2 Financial Planning and Management Course) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

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.

Learning Outcomes After completing this course, learners will be able to: Learn Python for data analysis using NumPy and Pandas Acquire a clear understanding of data visualisation using Matplotlib, Seaborn and Pandas Deepen your knowledge of Python for interactive and geographical potting using Plotly and Cufflinks Understand Python for data science and machine learning Get acquainted with Recommender Systems with Python Enhance your understanding of Python for Natural Language Processing (NLP) Description Whether you are from an engineering background or not you still can efficiently work in the field of data science and the machine learning sector, if you have proficient knowledge of Python. Since Python is the easiest and most used programming language, you can start learning this language now to advance your career with the Data Science And Machine Learning Using Python : A Bootcamp course. This course will give you a thorough understanding of the Python programming language. Moreover, it will show how can you use Python for data analysis and machine learning. Alongside that, from this course, you will get to learn data visualisation, and interactive and geographical plotting by using Python. The course will also provide detailed information on Python for data analysis, Natural Language Processing (NLP) and much more. Upon successful completion of this course, get a CPD- certificate of achievement which will enhance your resume and career. Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post.  Method of Assessment After completing this course, you will be provided with some assessment questions. To pass that assessment, you need to score at least 60%. Our experts will check your assessment and give you feedback accordingly. Career Path After completing this course, you can explore various career options such as Web Developer Software Engineer Data Scientist Machine Learning Engineer Data Analyst In the UK professionals usually get a salary of £25,000 - £30,000 per annum for these positions. Course Content Welcome, Course Introduction & overview, and Environment set-up Welcome & Course Overview 00:07:00 Set-up the Environment for the Course (lecture 1) 00:09:00 Set-up the Environment for the Course (lecture 2) 00:25:00 Two other options to setup environment 00:04:00 Python Essentials 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 Python for Data Analysis using NumPy 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 Python for Data Analysis using Pandas 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 Python for Data Visualization using matplotlib 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 Python for Data Visualization using Seaborn 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 Python for Data Visualization using pandas Pandas Built-in Data Visualization 00:34:00 Pandas Data Visualization Exercises Overview 00:03:00 Panda Data Visualization Exercises Solutions 00:13:00 Python for interactive & geographical plotting using Plotly and Cufflinks Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1) 00:19:00 Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2) 00:14:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview) 00:11:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions) 00:37:00 Capstone Project - Python for Data Analysis & Visualization 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 Python for Machine Learning (ML) - scikit-learn - Linear Regression Model 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 Python for Machine Learning - scikit-learn - Logistic Regression Model 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 Python for Machine Learning - scikit-learn - K Nearest Neighbors 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 Python for Machine Learning - scikit-learn - Decision Tree and Random Forests 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 Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) 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 Python for Machine Learning - scikit-learn - K Means Clustering 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 Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) 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 Recommender Systems with Python - (Additional Topic) 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 Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) Natural Language Processing (NLP) - (Theory Lecture) 00:13:00 NLTK - NLP-Challenges, Data Sources, Data Processing .. 00:13:00 NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing 00:19:00 NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW. 00:19:00 NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes 00:13:00 NLTK - NLP - Pipeline feature to assemble several steps for cross-validation 00:09:00 Resources Resources - Data Science and Machine Learning using Python : A Bootcamp 00:00:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

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All-in-one Package| CPD Certified| 35 Courses Training| 350 CPD Points| Free PDF+ Transcript Certificate| Lifetime Access

Experience the future of geographical analysis with our Machine Learning for Predictive Maps in Python and Leaflet course. Master the unique blend of programming, machine learning, and geographic information systems, all while honing your ability to predict and visualise spatial data in a powerful and effective way. This course offers you an unparalleled understanding of modern map creation, combined with the magic of prediction using machine learning models. Starting from the ground up, you'll be introduced to all the necessary setups and installations. After that, you will be diving into the depth of Django server-side code and front-end application code writing. The heart of the course lies in learning how to automate the machine learning pipeline, leading you to easily create predictive models.  Improve your maps with Leaflet programming, making your predictions accurate and also visually striking. By the end of this course, you will be armed with experience furnished by our comprehensive project source code and assignments, empowering you to drive data-driven decisions and insightful spatial analysis. Join us and map your way to success! Sign up today. Learning Outcomes:Upon completion of the Machine Learning course, you will be able to: Understand how to set up and install relevant software and libraries.Master Django server-side and application front-end code writing.Gain proficiency in the concepts and implementation of Machine Learning.Learn to automate Machine Learning pipelines for efficient workflows.Acquire skills in Leaflet programming for enhanced map visuals.Handle project source code effectively for real-world projects.Apply knowledge practically via assignments and gain experience. Who is this course for?This Machine Learning course is ideal for: Aspiring Data Scientists keen on harnessing geographical data.GIS professionals aiming to integrate Machine Learning into their skill set.Software Developers interested in creating geographically-focused applications.Analysts keen on enhancing their data visualisation skills with mapping. CertificationAfter studying the course materials of the Machine Learning for Predictive Maps in Python and Leaflet course, 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 have a range of certification options to choose from. You can claim a CPD Accredited PDF Certificate for £4.99, a CPD Accredited Hardcopy Certificate at £8.00, or you may choose to receive a PDF Transcript for £4.99 or a Hardcopy Transcript for £9.99. Select according to your needs, and we assure timely delivery of your chosen certificate. RequirementsThis professionally designed Machine Learning for Predictive Maps in Python and Leaflet course does not require you to have any prior qualifications or experience. It is open to everyone. You will be able to access the course from anywhere at any time. Just enrol and start learning! Career Path:Our Machine Learning course will help you to pursue a range of career paths, such as: Junior Data Analyst: £25,000 - £35,000 annually.Data Scientist: £40,000 - £60,000 annually.GIS Analyst: £30,000 - £45,000 annually.Geospatial Software Developer: £35,000 - £55,000 annually.Machine Learning Engineer: £50,000 - £80,000 annually.Lead Data Scientist (GIS speciality): £70,000 - £100,000+ annually. Course Curriculum Section 01: Introduction Introduction 00:10:00 Section 02: Setup and Installations Python Installation 00:04:00 Creating a Python Virtual Environment 00:07:00 Installing Django 00:09:00 Installing Visual Studio Code IDE 00:06:00 Installing PostgreSQL Database Server Part 1 00:03:00 Installing PostgreSQL Database Server Part 2 00:09:00 Section 03: Writing the Django Server-Side Code Adding the settings.py Code 00:07:00 Creating a Django Model 00:10:00 Adding the admin.py Code 00:21:00 Section 04: Writing the Application Front-end Code Creating Template Files 00:10:00 Creating Django Views 00:10:00 Creating URL Patterns for the REST API 00:09:00 Adding the index.html code 00:04:00 Adding the layout.html code 00:19:00 Creating our First Map 00:10:00 Adding Markers 00:16:00 Section 05: Machine Learning Installing Jupyter Notebook 00:07:00 Data Pre-processing 00:31:00 Model Selection 00:20:00 Model Evaluation and Building a Prediction Dataset 00:11:00 Section 06: Automating the Machine Learning Pipeline Creating a Django Model 00:04:00 Embedding the Machine Learning Pipeline in the Application 00:42:00 Creating a URL Endpoint for our Prediction Dataset 00:06:00 Section 07: Leaflet Programming Creating Multiple Basemaps 00:09:00 Creating the Marker Layer Group 00:10:00 Creating the Point Layer Group 00:12:00 Creating the Predicted Point Layer Group 00:07:00 Creating the Predicted High Risk Point Layer Group 00:12:00 Creating the Legend 00:09:00 Creating the Prediction Score Legend 00:15:00 Section 08: Project Source Code Resource 00:00:00 Assignment Assignment - Machine Learning for Predictive Maps in Python and Leaflet 00:00:00

Flat Discount: 52% OFF! QLS Endorsed| 40 Courses Diploma| 400 CPD Points| Free PDF+Transcript Certificate| Lifetime Access

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: Tutor Support: This popular online course will provide you with a comprehensive understanding of coping skills, the importance of forgiveness, how to attain self-evolution and much more. You will discover the strength within you to overcome challenges and lead a life filled with joy and purpuse. This course at a glance Accredited by CPD UK Endorsed by Quality Licence Scheme Understand assertiveness, faith, and rules related to pain and power. Get to learn and develop coping skills. Learn the importance of forgiveness. Learn to turn your pain into power. Get acquainted with the maladaptive behaviours and reality therapy. Understand how you can self evaluate in your life. Develop the skills and knowledge required to beat stress. Learn the dirty secrets of psychology. Discover the significance of visualisation for mind and body. Why Mental Freedom Course right for you? This mental freedom course online - from pain to power is ideal for those aspiring to acquire in-depth knowledge about gaining mental and emotional control or who are willing to become confident personality developers. This extensive online course will help you gain a deep understanding of the ways to turn your pain into power. You will also understand maladaptive behaviours, reality therapy and the process of beating stress after taking this self-helped online course. By the end of this course, you will learn to convert your pain into your strength and develop more advanced skills by learning coping skills and life strategies. Mental Freedom Course Details Accredited by CPD certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Many organisations look for employees with CPD requirements, which means, that by doing this course, you would be a potential candidate in your respective field.   The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Course Curriculum Introduction Meet the Instructor - Goals - Beginning Concepts Meet the Instructor and Goals Beginning Concepts - Key Life Areas Assertiveness - Faith - Rules Moving From Pain to Power Beginning Coping Skills 'Importances' - Forgiveness - Starting Over Growth - Self Evaluation - Letting Go Beating Stress - Guilt & Worry - 'Explanatory Style' Coping Skills and Life Strategies 'Life Is Hard' - Responsibility - 'Dirty Secret Of Psychology' NLP - Visualization - Mind/Body - Sleep Perfectionism - Maladaptive Behaviors - Reality Therapy Fear - Illusion of Weakness - Reframing Still More Coping Skills and Life Strategies Relationship Skills - ProActive - Journaling Secondary Gains - Understanding - Choosing Your Emotions 'Emotional Timer' - Trust - Fairness - ZEN GIGO - Meditation - Escape - Things that Don't Exist Who should take this course? This comprehensive mental freedom course online - from pain to power is suitable for anyone looking to improve their job prospects or aspiring to accelerate their career in this sector and want to gain in-depth knowledge of personal development. Entry Requirements There are no academic entry requirements for this mental freedom course online - from pain to power, and it is open to students of all academic backgrounds. However, you are required to have a laptop/desktop/tablet or smartphone and a good internet connection. Assessment Method This mental freedom course online - from pain to power assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner could grasp from each section. In the assessment pass mark is 60%. Certification Endorsed Certificate from Quality Licence Scheme After successfully passing the MCQ exam you will be eligible to order the Endorsed Certificate by Quality Licence Scheme. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees. There is a Quality Licence Scheme endorsement fee to obtain an endorsed certificate which is £65. Certificate of Achievement from Lead Academy After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. 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