1339 Scientist courses

Are you looking to enhance your Wildlife Ecology Insights skills? If yes, then you have come to the right place. Our comprehensive course on Wildlife Ecology Insights will assist you in producing the best possible outcome by mastering the Wildlife Ecology Insights skills. The Wildlife Ecology Insights course is for those who want to be successful. In the Wildlife Ecology Insights course, you will learn the essential knowledge needed to become well versed in Wildlife Ecology Insights. Our Wildlife Ecology Insights course starts with the basics of Wildlife Ecology Insights and gradually progresses towards advanced topics. Therefore, each lesson of this Wildlife Ecology Insights course is intuitive and easy to understand. Why would you choose the Wildlife Ecology Insights course from Compliance Central: Lifetime access to Wildlife Ecology Insights course materials Full tutor support is available from Monday to Friday with the Wildlife Ecology Insights course Learn Wildlife Ecology Insights skills at your own pace from the comfort of your home Gain a complete understanding of Wildlife Ecology Insights course Accessible, informative Wildlife Ecology Insights learning modules designed by experts Get 24/7 help or advice from our email and live chat teams with the Wildlife Ecology Insights Study Wildlife Ecology Insights in your own time through your computer, tablet or mobile device. A 100% learning satisfaction guarantee with your Wildlife Ecology Insights Course Wildlife Ecology Insights Curriculum Breakdown of the Wildlife Ecology Insights Course Course Outline: Module 01: Introduction to Ecology Module 02: Ordering the Natural World Module 03: A Variety of Life Module 04: Ecosystem Module 05: Natural Resources Module 06: Habituation, Migration and Competition Module 07: Organism in a Changing Environment Module 08: The Human Factor Module 09: Climate Change Module 10: Environmentalism and Conservation CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Wildlife Ecology Insights course helps aspiring professionals who want to obtain the knowledge and familiarise themselves with the skillsets to pursue a career in Wildlife Ecology Insights. It is also great for professionals who are already working in Wildlife Ecology Insights and want to get promoted at work. Requirements To enrol in this Wildlife Ecology Insights course, all you need is a basic understanding of the English Language and an internet connection. Career path Wildlife Conservation Officer: £24,000 to £38,000 per year Environmental Consultant: £28,000 to £45,000 per year Ecologist: £25,000 to £40,000 per year Wildlife Biologist: £30,000 to £50,000 per year Wildlife Rehabilitation Specialist: £20,000 to £35,000 per year Conservation Scientist: £30,000 to £55,000 per year Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

Are you looking to enhance your Marine Biology skills? If yes, then you have come to the right place. Our comprehensive course on Marine Biology will assist you in producing the best possible outcome by mastering the Marine Biology skills. The Marine Biology course is for those who want to be successful. In the Marine Biology course, you will learn the essential knowledge needed to become well versed in Marine Biology. Our Marine Biology course starts with the basics of Marine Biology and gradually progresses towards advanced topics. Therefore, each lesson of this Marine Biology course is intuitive and easy to understand. Why would you choose the Marine Biology course from Compliance Central: Lifetime access to Marine Biology course materials Full tutor support is available from Monday to Friday with the Marine Biology course Learn Marine Biology skills at your own pace from the comfort of your home Gain a complete understanding of Marine Biology course Accessible, informative Marine Biology learning modules designed by experts Get 24/7 help or advice from our email and live chat teams with the Marine Biology Study Marine Biology in your own time through your computer, tablet or mobile device. A 100% learning satisfaction guarantee with your Marine Biology Course Marine Biology Curriculum Breakdown of the Marine Biology Course Course Outline: Module 01: Introduction to Marine Biology Module 02: The Ocean Module 03: The Ocean as a Habitat Module 04: Characteristics of the Marine Environment Module 05: Marine Life Module 06: Marine Microbes Module 07: Marine Invertebrates Module 08: Marine Vertebrates Module 09: Marine Populations and Communities Module 10: Marine Ecology Module 11: Food Chains and Food Webs Module 12: Damaging Impact of Human Activities on Marine Life Module 13: Marine Conservation CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Marine Biology course helps aspiring professionals who want to obtain the knowledge and familiarise themselves with the skillsets to pursue a career in Marine Biology. It is also great for professionals who are already working in Marine Biology and want to get promoted at work. Requirements To enrol in this Marine Biology course, all you need is a basic understanding of the English Language and an internet connection. Career path Marine Biologist: £25,000 to £50,000 per year Environmental Consultant: £25,000 to £45,000 per year Marine Conservation Officer: £22,000 to £35,000 per year Aquatic Ecologist: £25,000 to £40,000 per year Fisheries Officer: £20,000 to £35,000 per year Research Scientist in Marine Biology: £30,000 to £55,000 per year Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

Are you looking to enhance your Poultry Farming skills? If yes, then you have come to the right place. Our comprehensive course on Poultry Farming will assist you in producing the best possible outcome by mastering the Poultry Farming skills. The Poultry Farming course is for those who want to be successful. In the Poultry Farming course, you will learn the essential knowledge needed to become well versed in Poultry Farming. Our Poultry Farming course starts with the basics of Poultry Farming and gradually progresses towards advanced topics. Therefore, each lesson of this Poultry Farming course is intuitive and easy to understand. Why would you choose the Poultry Farming course from Compliance Central: Lifetime access to Poultry Farming course materials Full tutor support is available from Monday to Friday with the Poultry Farming course Learn Poultry Farming skills at your own pace from the comfort of your home Gain a complete understanding of Poultry Farming course Accessible, informative Poultry Farming learning modules designed by experts Get 24/7 help or advice from our email and live chat teams with the Poultry Farming Study Poultry Farming in your own time through your computer, tablet or mobile device. A 100% learning satisfaction guarantee with your Poultry Farming Course Poultry Farming Curriculum Breakdown of the Poultry Farming Course Course Outline: Module 01: Introduction to Poultry Farming. Module 02: Poultry Nutrition Module 03: Diseases Module 04: Vaccination Module 05: Layers Module 06: Broilers Module 07: Ducks Module 08: Turkey Module 09: Incubation Module 10: Brooding Module 11: Housing and the Environment Module 12: Record Keeping, Economics and Marketing Module 13: Insect and Pest Control Module 14: Safety and Awareness CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Poultry Farming course helps aspiring professionals who want to obtain the knowledge and familiarise themselves with the skillsets to pursue a career in Poultry Farming. It is also great for professionals who are already working in Poultry Farming and want to get promoted at work. Requirements To enrol in this Poultry Farming course, all you need is a basic understanding of the English Language and an internet connection. Career path Poultry Farmer: £40,000 to £50,000 per year Livestock Production Manager: £30,000 to £50,000 per year Farm Manager: £25,000 to £45,000 per year Agricultural Consultant: £30,000 to £50,000 per year Animal Nutritionist: £25,000 to £40,000 per year Livestock Operations Supervisor: £25,000 to £45,000 per year Agricultural Research Scientist: £30,000 to £50,000 per year Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

24 Hours Left! Don't Let the Winter Deals Slip Away - Enrol Now in this Data Analyst Course! Unlock the power of Data Analysis and become a master of insights with our Data Analyst (Data Analytics) course. Gain the Data Analyst skills to decipher complex datasets, extract valuable information, and make data-driven decisions that drive success as a Data Analyst. Join us on this Data Analyst (Data Analytics) course and embark on a journey to transform raw data into actionable intelligence, empowering businesses to thrive in the digital age with Data Analyst (Data Analytics) Courses Included in This Data Analyst (Data Analytics) Training: Course 01: Diploma in Data Analysis at QLS Level 5 Course 02: Diploma in Business Data Analysis at QLS Level 5 Course 03: SQL Masterclass: SQL For Data Analytics Learning outcome of this Data Analyst (Data Analytics) course: Master retail Data analytics for data-driven decisions. Uncover consumer behavior with retail psychology. Enhance retail performance through data analytics. Apply data-driven strategies for retail planning. Optimise inventory and product assortment in retail. Why Prefer This Data Analysis at QLS Level 5 Course? Opportunity to earn a certificate endorsed by the Quality Licence Scheme. Get a free student ID card! (£10 postal charge will be applicable for international delivery) Get instant access to this Data Analyst (Data Analytics) course. Learn Data Analyst (Data Analytics) from anywhere in the world Data Analyst (Data Analytics) is affordable and simple to understand Data Analyst (Data Analytics) is entirely online, interactive lesson with voiceover audio Lifetime access to the Data Analyst (Data Analytics) course materials Data Analyst (Data Analytics) comes with 24/7 tutor support Start your learning journey straight away with this Data Analyst (Data Analytics) course and take a step toward a brighter future! Why Prefer This Data Analyst (Data Analytics) Course? FREE certificate on Data Analyst (Data Analytics) accredited by CPDQS Get instant access to this Data Analyst (Data Analytics) course. Learn Data Analyst (Data Analytics) from anywhere in the world Data Analyst (Data Analytics) is affordable and simple to understand Data Analyst (Data Analytics) is entirely online, interactive lesson with voiceover audio Lifetime Access to the Data Analyst (Data Analytics) course materials Data Analyst (Data Analytics) comes with Data Analysis Assessment Process of Data Analyst(Data Analytics) QLS Course: Assignment & MCQ Based 60% Marks to pass Instant Assessment Certificate of Data Analyst QLS Endorsed Certificate (additional cost) CPD Approved Certificate CPD 150 CPD hours / points Accredited by CPD Quality Standards Course 01- Data Analysis: Modifying a Worksheet 25:59 1: Insert, Delete, and Adjust Cells, Columns, and Rows Preview 10:08 2: Search for and Replace Data 08:38 3: Use Proofing and Research Tools 07:13 Working with Lists 37:47 4: Sort Data 10:03 5: Filter Data 09:49 6: Query Data with Database Functions 09:02 7: Outline and Subtotal Data 08:53 Analyzing Data 12:33 8: Apply Intermediate Conditional Formatting 06:50 9: Apply Advanced Conditional Formatting 05:43 Visualizing Data with Charts 38:03 10: Create Charts 13:18 11: Modify and Format Charts 12:16 12: Use Advanced Chart Features 12:29 Using PivotTables and PivotCharts 44:25 13: Create a PivotTable 13:28 14: Analyze PivotTable Data 12:00 15: Present Data with PivotCharts 07:35 16: Filter Data by Using Timelines and Slicers 11:22 Working with Multiple Worksheets and Workbooks 24:00 17: Use Links and External References 12:24 18: Use 3-D References 05:51 19: Consolidate Data 05:45 Using Lookup Functions and Formula Auditing 30:28 20: Use Lookup Functions 12:45 21: Trace Cells 09:05 22: Watch and Evaluate Formulas 08:38 Automating Workbook Functionality 35:27 23: Apply Data Validation 13:28 24: Search for Invalid Data and Formulas with Errors 04:06 25: Work with Macros 17:53 Creating Sparklines and Mapping Data 07:19 26: MapData 07:19 Forecasting Data 27:54 27: Determine Potential Outcomes Using Data Tables 08:47 28: Determine Potential Outcomes Using Scenarios 09:16 29: Use the Goal Seek Feature 04:16 30: Forecasting Data Trends 05:35 Course 02- Module 1: Introduction to Retail Analytics 32:03 31: Introduction to Retail Analytics Preview 32:03 Module 2: Retail Psychology 07:06 32: Retail Psychology 07:06 Module 3: Retail and Data Analytics 12:00 33: Retail and Data Analytics 12:00 Module 4: Benefits of Retail Analytics 16:26 34: Benefits of Retail Analytics 16:26 Module 5: Retail Strategy 09:44 35: Retail Strategy 09:44 Module 6: Retail Buying and Merchandising 11:27 36: Retail Buying and Merchandising 11:27 Module 7: Forecasting 23:27 37: Forecasting 23:27 Module 8: Retail Pricing 16:30 38: Retail Pricing 16:30 Module 9: Analytics Software 19:37 39: Analytics Software 19:37 Module 10: Supply Chain Management in Retailing 07:37 40: Supply Chain Management in Retailing 07:37 Module 11: The Sales Process and Dealing with Customers at the Checkout 04:57 41: The Sales Process and Dealing with Customers at the Checkout 04:57 Module 12: Selling in Multiple Channels 12:40 42: Selling in Multiple Channels 12:40 Module 13: Taking Trends and Targeting Customers Effectively 05:38 43: Taking Trends and Targeting Customers Effectively 05:38 Assessment (Optional) 12:00 44: MCQ Question 12:00 Order Your Certificate 02:00 45: Order Your CPD Certificate 01:00 46: Order Your QLS Endorsed Certificate 01:00 Who is this course for? Data Analyst (Data Analytics) Training This course is for people who want to quickly and easily learn about Data Analyst (Data Analytics). Requirements Data Analyst (Data Analytics) Training You will not need any prior background or expertise to enrol in this Data Analyst (Data Analytics) course. Career path Data Analyst: £25,000 - £50,000 Junior Data Scientist: £30,000 - £60,000 Senior Data Analyst/Scientist: £50,000 - £100,000 Data Analytics Manager: £60,000 - £120,000 Certificates Cademy certificate of completion Digital certificate - Included Will be downloadable when all lectures have been completed Certificate of completion Digital certificate - £10 Diploma in Retail And Data Analytics at QLS Level 5 Hard copy certificate - £119 Show off Your New Skills with a Certificate of Completion After successfully completing the Diploma in Retail And Data Analytics at QLS Level 5, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with a pricing scheme of - 119 GBP inside the UK 129 GBP (including postal fees) for International Delivery Certificate Accredited by CPDQS 29 GBP for Printed Hardcopy Certificate inside the UK 39 GBP for Printed Hardcopy Certificate outside the UK (International Delivery)

***Offer Ends Today*** Earn up to 40K as a 'DATA ANALYST' or Your 100% Money Back Do you know that entry-level data analysts earn an average of £40,000 annually, with the potential to quickly earn six figures with experience and expertise? Are you looking to join the high-demand field of data analytics and earn a handsome salary? Our Data Analyst Job Ready Program is here to guide you all the way until you get the job you want. Our Data Analyst Job Ready Program is your all-in-one solution to learn data analytics from scratch and also secure a job in this exciting industry. With our unique blend of comprehensive courses and career support, your dream job is within reach. We understand the challenges of transitioning into a new field, which is why our program is tailored to guide you every step of the way - from mastering core skills to landing your first job in data analytics. By choosing our Data Analyst Job Ready Program, you're not just gaining skills; you're gaining a lifelong career partner. Our mission is simple - to be your trusted partner every step of the way, from Training to Employment. Enrol Now and Kickstart Your Data Analytics Career. Don't miss this opportunity to transform your career with the Data Analyst Job Ready Program. With our comprehensive training, career support, and money-back guarantee, you're not just enrolling in a program; you're investing in a brighter future. Join us now and become a part of the next generation of data analysts! In addition to teaching you the technical skills you need, we will also provide you with career mentoring and support. We will help you build your resume, prepare for interviews, and land your dream job. We also have partnerships with many companies that are hiring Data Analysts, so we can help you get the job you want. If you are not happy with our service, we also offer a 100% money-back guarantee. So what are you waiting for? Enrol in our Data Analyst Job Ready Program today and start your journey to becoming a successful Data Analyst! Why Choose Us? So, what sets us apart from other programs? Let's dive into the exceptional benefits you'll experience when you join our Data Analyst Job Ready Program: Personalised Guidance: Our experienced mentors will provide one-on-one counselling sessions tailored to your specific needs. Whether you're a beginner or have some experience, we will guide you towards honing your skills and developing a strong foundation in Business Analysis. One-On-One Consultation Sessions with Experts: Gain invaluable insights and guidance from seasoned professionals who have thrived in the Data Analyst field. Extensive Job Opportunities: We have established partnerships with numerous companies actively seeking Data analysts. Through our network, we'll connect you with exclusive job openings that are not easily accessible elsewhere. Interview Preparation: We provide you with access to a comprehensive database of potential interview questions curated over years of industry experience. Walk into your interviews confident, well-prepared, and ready to impress. 100% Money-Back Guarantee: Your satisfaction is our top priority. We are confident in the quality of our training and support, which is why we offer a 100% money-back guarantee. Courses we will provide once you enrol in the program: Course 01: Introduction to Data Analysis Course 02: Business and Data Analytics for Beginners Course 03: Data Analytics with Tableau Course 04: Quick Data Science Approach from Scratch Course 05: Learn MySQL from Scratch for Data Science and Analytics Course 06: SQL for Data Science, Data Analytics and Data Visualization Course 07: Statistics & Probability for Data Science & Machine Learning Course 08: Basic Google Data Studio Course 09: R Programming for Data Science Course 10: Python Data Science with Numpy, Pandas and Matplotlib Course 11: Complete Python Machine Learning & Data Science Fundamentals Course 12: 2021 Data Science & Machine Learning with R from A-Z Course 13: Microsoft Excel Complete Course Course 14: Microsoft Excel: Automated Dashboard Using Advanced Formula, VBA, Power Query Course 15: Data Center Training Essentials: General Introduction Course 16: Excel Data Analysis Course 17: Data Entry Administrator Training Course 18: SQL Masterclass: SQL For Data Analytics Course 19: Business Data Analysis Course 20: Master JavaScript with Data Visualization How Can We Offer Job Guarantees? HF Online provides consultancy, professional and educational services to many of the companies in the UK. During our intense exclusive training program, you will not just gain and complete the industry valuable certification but will gain industry experience as well, which is imperative to get your 1st job in the sector. The Data Analyst Job Ready Program with Career Support & Money Back Guarantee is completed in 9 easy steps: Step 1: Enrol in the Programme Begin your exciting journey with us by enrolling in the Data and Business Intelligence Analyst Job Ready Program. Complete your registration and make a secure online payment. Remember, we offer a 14-day money-back guarantee if you're not completely satisfied. After you enrol in the Program, you will get lifetime access to 6 premium courses related to Web Development. These courses will teach you the knowledge and skills required to become a successful Data and Business Intelligence Analyst. Our customer service team will help you and keep in contact with you every step of the way. So you won't have to worry about a thing! Step 2: Initial One-On-One Counselling Session Once enrolled, you will be paired with a dedicated career mentor. Schedule your first one-on-one session to discuss your career aspirations, skills, experience, and any areas for potential growth. This conversation will shape your learning and development path. Step 3: Certification upon Course Completion After learning from the courses, you must obtain certificates for each course. There will be exams for every course, and you have to pass them to get your certificate. To pass successfully, you must get 90% marks. Once you pass the exams, you will receive hardcopy certificates. These certificates will prove that you're an expert in the subject. Step 4: CV Revamping Our team of professionals will build you a compelling CV and LinkedIn profile. We'll ensure it presents your skills and qualifications effectively and is tailored to the needs and expectations of the finance industry. With these powerful tools in hand, you'll be fully prepared to tackle job interviews confidently. Step 5: Building Network and Submitting CV We understand the power of casting a wide net. We'll strategically submit your CV to various platforms and networks, expanding your reach and connecting you with valuable opportunities that align with your career goals. We will also make connections with many high-profile individuals and companies through your LinkedIn profile. Step 6: Interview Preparation With your CV ready, we'll move on to interview preparation. Gain exclusive access to our database of potential interview questions. Through simulated interviews with your mentor, you'll practice your responses and receive valuable feedback to further refine your skills. Step 7: Securing Job Interviews Leveraging our partnerships with leading companies, we'll secure job interviews for you. We'll ensure you get the opportunity to showcase your skills to potential employers and get the dream job you want. Step 8: Post-Interview Support Post-interview, we'll provide a debriefing session to reflect on your performance and identify areas of improvement for future interviews if necessary. Remember, our commitment extends until you land your dream job. Step 9: Celebrate Your New Job! Once you've secured your dream job in web development, it's time to celebrate! However, our support doesn't end there. We'll provide you with ongoing career advice to ensure you continue to thrive in your new role. We're excited to accompany you on this journey to success. Enrol today, and let's get started! Your path to a successful Data and Business Intelligence Analyst career begins with us. CPD 1000 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Data Analyst Job Ready Program is perfect for: Beginners eager to break into the field of data analytics and get a job. Professionals looking to move their career towards data science. Individuals seeking a comprehensive understanding of data analysis tools and techniques. Those aiming for a career upgrade with advanced analytics skills. Anyone interested in gaining practical, job-ready skills in data analytics and machine learning. Career path This Data Analyst Job Ready Program will help you get a job in different roles, such as: Entry-Level Data Analyst: £25,000 - £35,000 Mid-Level Data Analyst: £35,000 - £60,000 Senior Data Analyst: £50,000 - £80,000 Data Scientist: £40,000 - £100,000 Data Analytics Manager: £60,000 - £100,000 Business Intelligence Analyst: £30,000 - £75,000 Machine Learning Engineer: £45,000 - £80,000 Certificates CPD Accredited e-Certificate Digital certificate - Included CPD Accredited Framed (Hardcopy) Certificate Hard copy certificate - Included Enrolment Letter Digital certificate - Included QLS Endorsed Hard Copy Certificate Hard copy certificate - Included Student ID Card Digital certificate - Included

Overview Mastering data science skills and expertise can open new doors of opportunities for you in a wide range of fields. Learn the fundamentals and develop a solid grasp of Python data science with the comprehensive Data Science with Python course. This course is designed to assist you in securing a valuable skill set and boosting your career. This course will provide you with quality training on the fundamentals of data analysis with Python. From the step-by-step learning process, you will learn the techniques of setting up the system. Then the course will teach you Python data structure and functions. You will receive detailed lessons on NumPy, Matplotlib, and Pandas. Furthermore, you will develop the skills for Algorithm Evaluation Techniques, visualising datasets and much more. After completing the course you will receive a certificate of achievement. This certificate will help you create an impressive resume. So join today! How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? This course Data Science with Python course is ideal for beginners in data science. It will help them develop a solid grasp of Python and help them pursue their dream career in the field of data science. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush. Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst And much more! Course Curriculum 90 sections • 90 lectures • 10:19:00 total length •Course Overview & Table of Contents: 00:09:00 •Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types: 00:05:00 •Introduction to Machine Learning - Part 2 - Classifications and Applications: 00:06:00 •System and Environment preparation - Part 1: 00:04:00 •System and Environment preparation - Part 2: 00:06:00 •Learn Basics of python - Assignment 1: 00:10:00 •Learn Basics of python - Assignment 2: 00:09:00 •Learn Basics of python - Functions: 00:04:00 •Learn Basics of python - Data Structures: 00:12:00 •Learn Basics of NumPy - NumPy Array: 00:06:00 •Learn Basics of NumPy - NumPy Data: 00:08:00 •Learn Basics of NumPy - NumPy Arithmetic: 00:04:00 •Learn Basics of Matplotlib: 00:07:00 •Learn Basics of Pandas - Part 1: 00:06:00 •Learn Basics of Pandas - Part 2: 00:07:00 •Understanding the CSV data file: 00:09:00 •Load and Read CSV data file using Python Standard Library: 00:09:00 •Load and Read CSV data file using NumPy: 00:04:00 •Load and Read CSV data file using Pandas: 00:05:00 •Dataset Summary - Peek, Dimensions and Data Types: 00:09:00 •Dataset Summary - Class Distribution and Data Summary: 00:09:00 •Dataset Summary - Explaining Correlation: 00:11:00 •Dataset Summary - Explaining Skewness - Gaussian and Normal Curve: 00:07:00 •Dataset Visualization - Using Histograms: 00:07:00 •Dataset Visualization - Using Density Plots: 00:06:00 •Dataset Visualization - Box and Whisker Plots: 00:05:00 •Multivariate Dataset Visualization - Correlation Plots: 00:08:00 •Multivariate Dataset Visualization - Scatter Plots: 00:05:00 •Data Preparation (Pre-Processing) - Introduction: 00:09:00 •Data Preparation - Re-scaling Data - Part 1: 00:09:00 •Data Preparation - Re-scaling Data - Part 2: 00:09:00 •Data Preparation - Standardizing Data - Part 1: 00:07:00 •Data Preparation - Standardizing Data - Part 2: 00:04:00 •Data Preparation - Normalizing Data: 00:08:00 •Data Preparation - Binarizing Data: 00:06:00 •Feature Selection - Introduction: 00:07:00 •Feature Selection - Uni-variate Part 1 - Chi-Squared Test: 00:09:00 •Feature Selection - Uni-variate Part 2 - Chi-Squared Test: 00:10:00 •Feature Selection - Recursive Feature Elimination: 00:11:00 •Feature Selection - Principal Component Analysis (PCA): 00:09:00 •Feature Selection - Feature Importance: 00:06:00 •Refresher Session - The Mechanism of Re-sampling, Training and Testing: 00:12:00 •Algorithm Evaluation Techniques - Introduction: 00:07:00 •Algorithm Evaluation Techniques - Train and Test Set: 00:11:00 •Algorithm Evaluation Techniques - K-Fold Cross Validation: 00:09:00 •Algorithm Evaluation Techniques - Leave One Out Cross Validation: 00:05:00 •Algorithm Evaluation Techniques - Repeated Random Test-Train Splits: 00:07:00 •Algorithm Evaluation Metrics - Introduction: 00:09:00 •Algorithm Evaluation Metrics - Classification Accuracy: 00:08:00 •Algorithm Evaluation Metrics - Log Loss: 00:03:00 •Algorithm Evaluation Metrics - Area Under ROC Curve: 00:06:00 •Algorithm Evaluation Metrics - Confusion Matrix: 00:10:00 •Algorithm Evaluation Metrics - Classification Report: 00:04:00 •Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction: 00:06:00 •Algorithm Evaluation Metrics - Mean Absolute Error: 00:07:00 •Algorithm Evaluation Metrics - Mean Square Error: 00:03:00 •Algorithm Evaluation Metrics - R Squared: 00:04:00 •Classification Algorithm Spot Check - Logistic Regression: 00:12:00 •Classification Algorithm Spot Check - Linear Discriminant Analysis: 00:04:00 •Classification Algorithm Spot Check - K-Nearest Neighbors: 00:05:00 •Classification Algorithm Spot Check - Naive Bayes: 00:04:00 •Classification Algorithm Spot Check - CART: 00:04:00 •Classification Algorithm Spot Check - Support Vector Machines: 00:05:00 •Regression Algorithm Spot Check - Linear Regression: 00:08:00 •Regression Algorithm Spot Check - Ridge Regression: 00:03:00 •Regression Algorithm Spot Check - Lasso Linear Regression: 00:03:00 •Regression Algorithm Spot Check - Elastic Net Regression: 00:02:00 •Regression Algorithm Spot Check - K-Nearest Neighbors: 00:06:00 •Regression Algorithm Spot Check - CART: 00:04:00 •Regression Algorithm Spot Check - Support Vector Machines (SVM): 00:04:00 •Compare Algorithms - Part 1 : Choosing the best Machine Learning Model: 00:09:00 •Compare Algorithms - Part 2 : Choosing the best Machine Learning Model: 00:05:00 •Pipelines : Data Preparation and Data Modelling: 00:11:00 •Pipelines : Feature Selection and Data Modelling: 00:10:00 •Performance Improvement: Ensembles - Voting: 00:07:00 •Performance Improvement: Ensembles - Bagging: 00:08:00 •Performance Improvement: Ensembles - Boosting: 00:05:00 •Performance Improvement: Parameter Tuning using Grid Search: 00:08:00 •Performance Improvement: Parameter Tuning using Random Search: 00:06:00 •Export, Save and Load Machine Learning Models : Pickle: 00:10:00 •Export, Save and Load Machine Learning Models : Joblib: 00:06:00 •Finalizing a Model - Introduction and Steps: 00:07:00 •Finalizing a Classification Model - The Pima Indian Diabetes Dataset: 00:07:00 •Quick Session: Imbalanced Data Set - Issue Overview and Steps: 00:09:00 •Iris Dataset : Finalizing Multi-Class Dataset: 00:09:00 •Finalizing a Regression Model - The Boston Housing Price Dataset: 00:08:00 •Real-time Predictions: Using the Pima Indian Diabetes Classification Model: 00:07:00 •Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset: 00:03:00 •Real-time Predictions: Using the Boston Housing Regression Model: 00:08:00 •Resources - Data Science & Machine Learning with Python: 00:00:00

🔬 Unlock the Secrets of Chemistry - CPD Certified Level 2 Course! 🔬 Are you ready to dive into the captivating world of chemistry and unlock a world of opportunities? Look no further! Our Chemistry - CPD Certified Level 2 Course is your gateway to understanding the fundamental principles of this fascinating science. Whether you're a budding scientist, an educator, or simply curious about the building blocks of matter, this course is designed to empower you with essential knowledge and skills.   🎓 Why Choose Our Chemistry - CPD Certified Level 2 Course? Comprehensive Curriculum: Our course offers a well-rounded curriculum covering essential topics such as chemical reactions, atomic structure, the periodic table, and more. You'll gain a solid foundation in chemistry that will serve as a springboard for further exploration. Interactive Learning Experience: Say goodbye to dull lectures! Our course features engaging multimedia content, interactive quizzes, and practical experiments to reinforce your understanding of key concepts. Learning has never been this fun and immersive! CPD Certification: Upon successful completion of the course, you'll receive a CPD certification recognized internationally. This credential not only validates your knowledge but also enhances your credibility in the eyes of employers and peers. Flexibility and Convenience: Life is busy, but that shouldn't stand in the way of your education. Our course is designed with flexibility in mind, allowing you to learn at your own pace and on your schedule. Whether you prefer to study during lunch breaks or late at night, we've got you covered. Expert Guidance: You'll be guided every step of the way by experienced instructors who are passionate about chemistry and dedicated to your success. Have questions or need clarification? Our support team is always here to help.   👩‍🔬 Who is this for? Our Chemistry - CPD Certified Level 2 Course is perfect for: Students aspiring to pursue higher education or careers in science-related fields. Educators seeking to enhance their knowledge of chemistry and improve their teaching skills. Professionals looking to expand their skillset and stay updated with the latest developments in chemistry. Anyone with a curious mind and a desire to understand the world at the molecular level.   🚀 Career Path With a solid understanding of chemistry gained from our CPD Certified Level 2 Course, the possibilities are endless. You could embark on a rewarding career in: Pharmaceutical research and development Chemical engineering Environmental science Forensic science Food and beverage industry Teaching and academia Whether you're dreaming of curing diseases, developing innovative technologies, or simply making a positive impact on the world, a strong foundation in chemistry is your ticket to success.   Don't let this opportunity pass you by! Enroll in our Chemistry - CPD Certified Level 2 Course today and take the first step towards a brighter future filled with endless possibilities. Unlock the mysteries of the universe and ignite your passion for science! 🌟   Course Curriculum Module 1_ Basics of Chemistry Basics of Chemistry 00:00 Module 2_ Chemical Bonding and Reactions Chemical Bonding and Reactions 00:00 Module 3_ Gases and Solutions Gases and Solutions 00:00 Module 4_ Acids, Bases, and Chemical Kinetics Acids, Bases, and Chemical Kinetics 00:00 Module 5_ First and Second Law of Thermodynamics First and Second Law of Thermodynamics 00:00 Module 6_ Electrochemistry and Organic Chemistry Electrochemistry and Organic Chemistry 00:00

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Did you know that the average UK household wastes £470 worth of food each year? Food spoilage is a significant contributor to this problem, and by learning about the microorganisms that cause it and how to prevent it, you can help reduce food waste and save money. This course is designed for anyone who wants to learn about food microbiology and how it impacts the preservation of food. Learning Outcomes: The basics of food microbiology and how it relates to food spoilage The most common microorganisms found in food and how they affect food quality Various methods for preserving food and preventing spoilage, including fermentation How to identify signs of food spoilage and ways to prevent foodborne illnesses The role of food microbiologists in the food industry The impact of food spoilage on the environment and the economy The course is designed to provide learners with a thorough understanding of the principles and techniques used in the detection and prevention of food spoilage. In Module 01, Introduction to Food Microbiology, learners will be introduced to the basic principles of food microbiology, including the importance of microorganisms in food and the factors that affect microbial growth. Module 02, Predominant Microorganisms in Food, focuses on the types of microorganisms that are commonly found in food, their characteristics, and their roles in food spoilage and foodborne illness. Module 03, Food Preservation by Microorganisms, covers the different methods of food preservation that rely on the activities of microorganisms, including fermentation, pickling, and curing. In Module 04, Food Fermentation by Microorganisms, learners will explore the science behind fermentation and the different types of fermented foods and beverages. Module 05, Food Spoilage, provides an in-depth look at the different types of food spoilage and the factors that contribute to food spoilage. Learners will also explore the sensory, chemical, and microbial changes that occur during food spoilage. Module 06, Foodborne Diseases by Microorganisms, covers the different types of microorganisms that can cause foodborne illness and the symptoms and treatment of foodborne illness. Finally, in Module 07, Food Microbiologists, learners will be introduced to the role of food microbiologists in the food industry and the different career paths available to them. Certification Upon completion of the course, learners can obtain a certificate as proof of their achievement. You can receive a £4.99 PDF Certificate sent via email, a £9.99 Printed Hardcopy Certificate for delivery in the UK, or a £19.99 Printed Hardcopy Certificate for international delivery. Each option depends on individual preferences and locations. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This course is suitable for: Food industry professionals who want to expand their knowledge of food microbiology Students pursuing a degree in food science or a related field Anyone interested in learning about the science behind food spoilage and preservation Individuals who want to reduce food waste and save money by preventing food spoilage Career path Food quality control specialist - £20,000 - £35,000 Microbiologist - £25,000 - £45,000 Food safety auditor - £35,000 - £50,000 Research and development scientist - £30,000 - £60,000

Level 6 QLS Endorsed Course | Endorsed Certificate Included | Plus 5 Career Guided Courses | CPD Accredited