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247 Mining courses

Working in Confined Spaces - CPD Certified

5.0(3)

By School Of Health Care

Working in Confined Spaces: Working in Confined Spaces Course Online Introducing Working in Confined Spaces: Working in Confined Spaces Course "Empowering the Next Generation" Online course! Working in Confined Spaces: Working in Confined Spaces Course is extremely dangerous. Proper precautions and training are required before working long hours in a small, compact area. Every year, many people are seriously injured or killed due to inadequate training, faulty equipment, and negligence. This Working in Confined Spaces: Working in Confined Spaces Course is designed to provide learners with an understanding of the legal requirements outlined in the Confined Space Regulations 1997. It covers the risks associated with confined space entry and working and safe work practices, appropriate control measures, and emergency procedures. Why choose this Working in Confined Spaces: Working in Confined Spaces Course from the School of Health Care? Self-paced course, access available from anywhere in the world. High-quality study materials that are easy to understand. Working in Confined Spaces: Working in Confined Spaces Course developed by industry experts. After each module, there will be an MCQ quiz to assess your learning. Assessment results are generated automatically and instantly. 24/7 support is available via live chat, phone call, or email. Free PDF certificate after completing the Working in Confined Spaces: Working in Confined Spaces Course. Courses you will get: Course 01: Working in Confined Spaces Course 02: RIDDOR Training Course 03: Level 1 Health and Safety in a Construction Environment Course 04: Working at Height Training Course 05: Level 5 Health and Safety at Work Course 06: Workplace First Aid Training Special Offers of this Working in Confined Spaces: Working in Confined Spaces Course: This Working in Confined Spaces: Working in Confined Spaces Course includes a FREE PDF Certificate. Lifetime access to this Working in Confined Spaces: Working in Confined Spaces Course Instant access to this Working in Confined Spaces: Working in Confined Spaces Course 24/7 Support Available to this Working in Confined Spaces: Working in Confined Spaces Course [ Note: Free PDF certificate as soon as completing the Working in Confined Spaces: Working in Confined Spaces Course] Working in Confined Spaces: Working in Confined Spaces Course Online This Working in Confined Spaces: Working in Confined Spaces Course consists of 05 modules. Course Curriculum of Working in Confined Spaces: Working in Confined Spaces Course Module 01: A Brief Overview Module 02: Laws & Regulations Module 03: Risk Assessment Module 04: Safety Procedure Module 05: Emergency Procedures Assessment Method of Working in Confined Spaces: Working in Confined Spaces Course After completing Working in Confined Spaces: Working in Confined Spaces Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Certification of Working in Confined Spaces: Working in Confined Spaces Course After completing the Working in Confined Spaces: Working in Confined Spaces Course, you can instantly download your certificate for FREE. Who is this course for? Working in Confined Spaces: Working in Confined Spaces Course Online This Working in Confined Spaces: Working in Confined Spaces Course is ideal for anyone who works in a building or facility that requires the knowledge of Working in Confined Spaces: Working in Confined Spaces Course. Those who need this Working in Confined Spaces: Working in Confined Spaces Course include: Workers working in tunnels. Workers working in sewers. Workers working in pits. Workers working in tanks. Requirements Working in Confined Spaces: Working in Confined Spaces Course Online To enrol in this Working in Confined Spaces: Working in Confined Spaces Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Working in Confined Spaces: Working in Confined Spaces Course. Be energetic and self-motivated to complete our Working in Confined Spaces: Working in Confined Spaces Course. Basic computer Skill is required to complete our Working in Confined Spaces Course. If you want to enrol in our Working in Confined Spaces Course, you must be at least 15 years old. Career path Working in Confined Spaces: Working in Confined Spaces Course Online After completing this Working in Confined Spaces Course: Working in Confined Spaces course, you will be eligible to work in the following fields: Mining Industry Storage Vessels Engineering Industry Excavation Industry Exploration Industry Mineral extraction Industry Automobile industry

Working in Confined Spaces - CPD Certified
Delivered Online On Demand20 hours
£12

NPORS Crusher Training

5.0(3)

By Vally Plant Training

NPORS Crusher Training The aim of the NPORS Crusher Training is to provide theoretical and practical training for operators of Mobile Crushing equipment in the workplace. This Crusher training Course Or Test is carried out on your site using your own equipment. Please contact us for a competitive quote The Crusher Training Course is designed to provide candidates with the skills and knowledge required in order to operate a crusher safely and competently in the workplace. NPORS is an approved CSCS Partner Card Scheme, providing evidence that individuals working on construction sites have the appropriate Crusher training and qualifications for the Crusher Operation. Furthermore, training criteria is based on the approved standards of the Construction Leadership Council. Most major contractors should accept the NPORS Crusher card when presented on-site, which displays the silver CSCS logo. This NPORS crusher training meets the statutory requirements of the Health & Safety at Work Act 1974 and other relevant statutory provisions and Approved Codes of Practice. NPORS Crusher Test For Experienced Operators Book with Confidence at Vally Plant Training At Vally Plant Training, we guarantee unbeatable value with our Crusher Experienced Test Price Match Promise. When you choose us, you can book with confidence, knowing that we will not be beaten on price. If you find a lower price for the same NPORS Crusher Experienced Worker Test, we’ll match it—ensuring you receive top-quality training at the best possible rate. Click for our terms and conditions Your skills, our commitment—always at the best price. NPORS Crusher Test is for operators who have received some form of training in the past or alternatively has been operating Crusher for a number of years. If you are unsure if you qualify to go down the test route please contact us to discuss this in more detail. Discounts are available for multiple bookings There are two parts to the Crusher Test, a theory section comprised of 25 questions and a practical session operating the Crusher, revision notes are available when booking. Crusher Course Content Crushers are essential equipment in mining, quarrying, and construction industries, tasked with breaking down large rocks and materials into smaller, more manageable sizes. Operating mobile crushers requires specialised skills and knowledge to ensure safety, efficiency, and optimal performance. In this comprehensive course overview, we will explore the essential content covered in a crusher training course, designed to equip participants with the expertise needed to operate crushers safely and effectively in the workplace. 1. Introduction to Crushers: Overview of crusher types: jaw crushers, cone crushers, impact crushers, etc. Understanding the components and operating principles of crushers Different configurations and applications for specific tasks 2. Crusher Safety Procedures: Importance of safety in crusher operation Pre-operational checks and inspections Understanding crusher capacities and limitations Personal protective equipment (PPE) requirements Emergency procedures: shutdown, lockout/tagout, and evacuation protocols 3. Crusher Operation Basics: Starting, stopping, and controlling the crusher, including emergency stops Familiarisation with crusher controls: power source, conveyor belts, feeders, etc. Monitoring and adjusting crusher settings for optimal performance Understanding crusher dynamics: feed size, speed, and throughput 4. Material Handling and Crushing Techniques: Proper assessment of materials: hardness, size, and moisture content Loading and feeding materials into the crusher safely and efficiently Adjusting crusher settings for different material types and sizes Maximising crusher efficiency and product quality 5. Site Safety and Hazard Awareness: Identifying potential hazards in the crusher area Working safely around moving parts, conveyor belts, and rotating equipment Recognising environmental hazards: dust, noise, and vibration Understanding site-specific safety rules and regulations 6. Maintenance and Inspections: Importance of regular maintenance for crusher performance and reliability Daily, pre-shift, and post-shift inspection procedures Lubrication points and maintenance schedules Identifying and reporting mechanical issues and wear parts replacement 7. Practical Hands-On Crusher Training: Moving the crusher in reverse and forwards through obstructions Loading and feeding materials into the crusher using excavator and loading shovels Adjusting crusher settings and monitoring performance for efficiency Emergency response drills: simulated scenarios to test response and decision-making skills 8. Assessment and Certification: Written examination to assess theoretical knowledge Practical assessment of crusher operation skills Certification upon successful completion of the course Conclusion: A crusher training course equips participants with the essential knowledge, skills, and confidence to operate crushers safely and efficiently in various work environments. By covering topics such as safety procedures, operation techniques, material handling, site safety awareness, best maintenance practices, and practical hands-on training, participants can enhance their proficiency and contribute to a safer and more productive workplace. Whether you’re a novice operator or an experienced professional, investing in crusher training with Vally Plant Training is essential for ensuring compliance, reducing risks, and maximising productivity in crushing operations. Frequently Asked Questions About Crusher Training What is Crusher Training, and why is it necessary? Crusher Training provides individuals with the skills and knowledge required to safely and effectively operate crushers, heavy machinery used in mining, construction, and recycling industries. It’s essential for ensuring operator safety, maximising productivity, and preventing accidents on job sites. Who should undergo Crusher Training? Crusher Training is essential for anyone involved in operating or working around crushers, including quarry workers, machine operators, maintenance personnel, and site supervisors. Proper training ensures that individuals understand equipment operation procedures and safety protocols. What topics are covered in Crusher Training programs? Crusher Training programs cover a range of topics, as above, including equipment familiarisation, safety precautions, preventive maintenance, operational techniques, troubleshooting, and emergency procedures. Participants learn how to operate crushers efficiently while prioritising safety and minimising risks. How long does Crusher Training take? The duration of Crusher Training programs varies depending on factors such as the complexity of the equipment and the depth of the curriculum. Basic training courses may last a couple of days, while more comprehensive programs could extend over 1 week to cover advanced concepts and practical applications. Is Crusher Training mandatory in certain industries? While Crusher Training may not be legally mandated in all areas, many employers in the mining, construction, and recycling industries require operators to undergo training as part of their occupational health and safety policies. Compliance with training requirements helps prevent accidents and ensures regulatory compliance along with productivity. Where can I find reputable Crusher Training courses? Reputable Crusher Training courses are offered by various institutions, including industry associations, equipment manufacturers, and specialised training providers like Vally Plant Training. It’s important to choose a program that offers accredited certification and covers relevant industry standards and best practices. Crusher Courses Available 7 days a week to suit your business requirements. VPT have a team of friendly and approachable Crusher instructors, who have a wealth of knowledge of crushers and the construction industry We have our own training centre conveniently located close to the M5 junction 9, In Tewkesbury. With its own purpose-built practical training area to simulate an actual working environment, however, Crusher Training can only be conducted on your sites Our Crusher course and test packages are priced to be competitive. Discounts are available for multiple bookings We can send a fully qualified NPORS Crusher Tester to your site nationwide, to reduce the amount of time away from work and complete the crusher test Our more courses: Polish your abilities with our dedicated Lift Supervision Training, Slinger Signaller Training, Telehandler Training, Cat & Genny Training, Plant Loader Securer, Ride-On Road Roller, Abrasive Wheel Training, Lorry Loader Training and Scissor Lift Training sessions. Learn the safe and effective operation of these vital machines, crucial for construction and maintenance tasks. Elevate your skills and career prospects by enrolling in our comprehensive courses today.

NPORS Crusher Training
Delivered In-Person in Tewkesbury or UK WideFlexible Dates
Price on Enquiry

Rear tipping dumper - articulated dump truck (ADT)

By Bolster Training Ltd

Operate a rear tipping dumper by understanding risks, following safety checks, using PPE, navigating terrains, handling loads, and completing shutdown tasks.

Rear tipping dumper - articulated dump truck (ADT)
Delivered In-Person in Bodmin + 13 moreFlexible Dates
Price on Enquiry

Complete Python Course with 10 Real-World Projects

By Packt

This beginner's course exclusively delivers Python programming from basic to advanced. You will learn Python concepts in real-life programming examples by building real-world applications. Learn the syntax of Python language and understand the logic behind the programming process to create your Python programs successfully and master Python coding.

Complete Python Course with 10 Real-World Projects
Delivered Online On Demand27 hours 7 minutes
£82.99

NPORS Excavator Training

5.0(3)

By Vally Plant Training

360 Excavator Training Courses From The objective of the NPORS 360 Excavator Training courses is to deliver comprehensive theoretical and practical training, ensuring the safe utilisation of excavators. This course covers the proficient operation of both wheeled or tracked excavators, catering to potential Digger operators. Upon successfully completing the NPORS Excavator Training Course, participants will be awarded the red trained operator card or the NPORS Traditional card, signifying their competence in completing the 360 excavator courses. Book direct with Vally Plant Training Today. This Novice 360 Excavator courses span five days and provides personalised 1 on 1 training, offering participants a focused and tailored learning experience to enhance their skills in excavator operation. Our price is structured to 1 on 1 training helping you to gain the Digger Driver Ticket 360 Excavator courses or testing can be carried out on your site Nationwide or our site in Gloucestershire NPORS Excavator Test Book with Confidence at Vally Plant Training At Vally Plant Training, we guarantee unbeatable value with our Excavator Experienced Test Price Match Promise. When you choose us, you can book with confidence, knowing that we will not be beaten on price. If you find a lower price for the same NPORS Excavator Experienced Worker Test, we’ll match it—ensuring you receive top-quality training at the best possible rate. Click for our terms and conditions Your skills, our commitment—always at the best price. NPORS Excavator Test is for operators who have been using the excavators in the workplace for a few years or that they have had some form of in-formal training in the past. If you are unsure if you qualify to go down the test route please contact our team to discuss this in more detail. If you book this route with us you will receive revision notes for the 25 questions. Discounts are available for multiple bookings NPORS Lifting Operations, Excavator As A Crane is an add on to the excavator operator card to enable the operator to safely pick and carry underslung loads, you can add the excavator as a crane at the same time as your 360 Excavator Training Turn your Excavator red card to blue with our hassle free Excavator NVQ, for more information EXCAVATOR NVQ 360 Excavator Training Course: Mastering Operation, Safety, and Maintenance 360 Excavators are versatile and powerful pieces of machinery widely used in the construction industry for various tasks, from digging trenches to lifting heavy loads with the use of Quick Hitches and Tilt Rotators. However, operating an excavator requires more than just basic knowledge of its controls; it demands proficiency, safety consciousness, and a comprehensive understanding of its capabilities. In this detailed course outline, Vally Plant Training will delve into the essential content covered in an 360 Excavator training course, designed to equip participants with the skills and knowledge needed to operate, maintain, and safely manoeuvre excavators on construction sites. If you’re keen on mastering the art of manoeuvring those heavy-duty machines, the 360 digger training at Vally Plant Training is just what you need. This course is designed to transform you into a pro at operating 360-degree excavators, making you adept at a variety of tasks, from digging to precision handling. The program is tailored to cater to both beginners and experienced operators, ensuring that everyone walks away with valuable skills. For newcomers, there’s an extensive 5-day hands-on 360 digger training where you’ll be immersed in learning the ins and outs of these massive machines, ensuring you get ample time to practice and perfect your technique. The 360 excavator courses for a Novice are 1 on 1 training, this will give you 100% of available time on the excavator learning more than the basics to enable you to pass the NPORS 360 excavator training course first time. Introduction to 360 Excavator Training All Health and safety legislations covered Overview of excavator types and configurations Components and anatomy of an excavator Understanding hydraulic systems and controls 360 Excavator courses Safety Procedures Importance of safety in excavator operation Pre-operation inspection checklist Safe entry and exit procedures Personal protective equipment (PPE) requirements Emergency shutdown procedures 360 Excavator Operation Basics Starting and shutting down procedures Familiarisation with controls: joysticks, pedals, and switches Basic manoeuvres: moving forward, backward, turning, and slewing Operating the boom, arm, and bucket controls Operate Quick Hitches and Tilt Rotators if fitted Understanding machine stability and centre of gravity Excavation Techniques Digging trenches and excavating foundations Sloping and benching techniques for safe excavation Loading dumper trucks and stockpiling materials Precision excavation for utilities and pipelines Lifting and Rigging: Excavator as a crane Overview of Excavator lifting capacities and load charts Selecting appropriate lifting attachments Rigging techniques: using hooks, slings, and chains Safe lifting practices and procedures Excavator Maintenance Importance of regular maintenance for optimal performance Daily, weekly, and monthly maintenance checks Lubrication and greasing points Troubleshooting common issues and repairs Site Safety and Hazard Awareness Identifying and mitigating hazards on construction sites Understanding underground utilities and potential hazards Working safely near power lines and other overhead obstructions Site-specific safety protocols and regulations Practical Hands-On Training Practical exercises in operating an excavator under supervision Manoeuvring in various terrain conditions Excavation tasks: digging trenches, loading trucks, etc. Lifting and rigging exercises with simulated loads NPORS Assessment and Certification Written examination to assess theoretical knowledge Practical assessment of excavator operation skills Certification upon successful completion of the Excavator Course Excavator Variations Micro Excavator up to 1Tons: Excavator Below 10T Excavator above and below 10T Wheeled Or Tracked 180 excavator (3CX) Lifting Operations (additional) Quick Hitch Training Frequently Asked Questions 1. What is 360 excavator operator training, and why is it necessary? 360 Excavator training provides individuals with the skills and knowledge needed to safely and efficiently operate excavators, heavy machinery used in construction, mining, and other industries. It’s essential for ensuring the safety of operators, preventing accidents, and maximising productivity on job sites. All Vally Plant Trainings Excavator Novice courses are 1 on 1 training helping you to gain the digger driver ticket 2. Who should undergo 360 excavator operator training? Anyone who operates or intends to operate excavators should undergo proper excavator training. This includes construction workers, heavy equipment operators, site supervisors, and contractors. Training is also valuable for individuals seeking employment in industries where excavators are commonly used. 3. What topics are covered in excavator 360 course programs? Excavator training programs typically cover a range of topics, including equipment familiarisation, safety procedures, pre-operation inspection, proper operation techniques, trenching and excavation techniques, site hazards identification, and emergency procedures. Our Training programs include hands-on practical training. 4. How long does excavator 360 course take? The duration of excavator training programs can vary depending on factors such as the level of experience of the participants and the depth of the curriculum. Basic training courses may last anywhere from a few days to 2 weeks. Vally Plant Training can also offer shorter refresher courses for experienced Excavator operators. Contact Vally Plant Training For more information 5. Is 360 excavator training Courses mandatory? While excavator training may not be legally mandated,, many employers require operators to undergo 360 Excavator Training as part of their occupational health and safety policies. Additionally, regulatory bodies and industry associations often recommend or require training certification for operating heavy machinery like excavators on site. 6. Where can I find reputable excavator training courses? Reputable 360 excavator training courses are offered by a variety of sources, including vocational schools, community colleges, private training providers, and equipment manufacturers. It’s important to choose a program that is accredited, led by experienced instructors, and covers relevant industry standards and regulations. Additionally, employers may offer in-house training or provide recommendations for external training providers. Call Vally Plant Training for all reputable training including 360 excavator training. How much does a 360 excavator driver earn?A 360 excavator driver earns Approximately between £24,000 and £40,000 pa. This will depend on things like competence, qualifications, skills, and the amount of work you have completed over the years. holding the NPORS Excavator Operator card will give you a better chance of work.How To Apply For 360 Excavator TrainingIf you want to apply for the 360 excavator Training courses in Gloucestershire then please use our contact form to enquire about our excavator courses. Contact us to find more about the other courses that we offer, and any special offers we have running each month. Please give us as much information as possible about the course, like, is this the first time on the machine or have you had previous certification on the plant.. 360 Excavator Training Courses Available 7 days a week to suit your business requirements. VPT have a team of friendly and approachable instructors, who have a wealth of knowledge of the excavator and the Construction & Agricultural industry We have our own training centre conveniently located close to the M5 junction 9, In Tewkesbury. With its own purpose-built Excavator practical training area to simulate an actual working environment. Our 360 Excavator Training Courses and test packages are priced to be competitive. Discounts are available for multiple bookings We can send a fully qualified NPORS Excavator assessor to your site nationwide, to reduce the amount of time away from work to complete the 360 Excavator Training or travel to Vally Plant Training’s Facility in Gloucestershire. Our more courses: Polish your abilities with our dedicated Lift Supervision Training, Slinger Signaller Training, Telehandler Training, Cat & Genny Training, Plant Loader Securer, Ride-On Road Roller, Abrasive Wheel Training, Lorry Loader Training and Scissor Lift Training sessions. Learn the safe and effective operation of these vital machines, crucial for construction and maintenance tasks. Elevate your skills and career prospects by enrolling in our comprehensive courses today. Ever wondered what it feels like to take control of a 13-tonne excavator? Now’s your chance to find out with this thrilling 13T Excavator Digger Driving Experience. For a full two hours, you’ll be in the driver’s seat, operating one of these colossal machines just like the professionals you’ve seen on motorways and construction sites across the country. Under the expert guidance of the UK’s Number 1 accredited training organisation, you’ll learn how to manoeuvre this massive piece of machinery with skill and precision. From loading dumpers and moving dirt around to digging impressive holes, you’ll experience the raw power and versatility of a 13-tonne excavator first-hand. For those looking for a “NPORS Excavator Training near me,” our widespread operations make it convenient for you to access Vally Plant Trainings top-quality training no matter where you are in the UK

NPORS Excavator Training
Delivered In-Person in Tewkesbury or UK WideFlexible Dates
Price on Enquiry

Data Analysis (Data Analytics) Training

5.0(3)

By School Of Health Care

Data Analysis: Data Analysis Training Have you ever wondered how companies get insights from massive volumes of data to stay competitive and make wise decisions? If so, then participate in our exclusive Data Analysis: Data Analysis Course. This Data Analysis Course describes the fundamentals of data, statistics, and an introduction to Data Analysis. How to get data and where to find it is explained in the Data Analysis Course. Moreover, this Data Analysis Course covers data cleansing, preprocessing, and exploratory data analysis (EDA). Additionally, the Data Analysis Course provides an introduction to Python and Excel for Data Analysis. This thorough Data Analysis Course includes lessons on data wrangling with Pandas (python) and data visualisation using Matplotlib and Seaborn (python). Enrol in our Data Analysis Course to study the fundamentals of statistical analysis and machine learning. Main Course: Data Analysis (Data Analytics) Training Free Courses included with Data Analysis: Data Analysis Training Course: Course 01: Minute Taking Course 02: GDPR Course 03: Cyber Security [ Note: Free PDF certificate as soon as completing the Data Analysis: Data Analysis Training Course] Data Analysis: Data Analysis Training Online This Data Analysis (Data Analytics) Training consists of 12 modules. Curriculum of Data Analysis (Data Analytics) Training Course Module 1: Introduction to Data Analytics Module 2: Basics of Data and Statistics Module 3: Data Collection and Sources Module 4: Data Cleaning and Preprocessing Module 5: Exploratory Data Analysis (EDA) Module 6: Introduction to Excel for Data Analytics Module 7: Introduction to Python for Data Analytics Module 8: Data Wrangling with Pandas (Python) Module 9: Data visualisation with Matplotlib and Seaborn (Python) Module 10: Introduction to Basic Statistical Analysis Module 11: Introduction to Machine Learning Module 12: Capstone Project - Exploratory Data Analysis Assessment Method of Data Analysis (Data Analytics) Training Course After completing Data Analysis: Data Analysis Training Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of Data Analysis (Data Analytics) Training Course After completing the Data Analysis: Data Analysis Training Course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99. Who is this course for? Data Analysis: Data Analysis Training Online For business professionals, entrepreneurs, or anybody else looking to have a thorough grasp of data analysis in a commercial setting, this Data Analysis Course is ideal. Requirements Data Analysis: Data Analysis Training Online To enrol in this Data Analysis: Data Analysis Training Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Data Analysis Training Course. Be energetic and self-motivated to complete our Data Analysis Training Course. Basic computer Skill is required to complete our Data Analysis Training Course. If you want to enrol in our Data Analysis Training Course, you must be at least 15 years old. Career path Data Analysis: Data Analysis Training Online This Data Analysis Course will assist you in obtaining positions as a business analyst, marketing analyst, data analysis, and in related fields.

Data Analysis (Data Analytics) Training
Delivered Online On Demand23 hours
£12

Data Science Projects with Python

By Nexus Human

Duration 2 Days 12 CPD hours This course is intended for If you are a data analyst, data scientist, or a business analyst who wants to get started with using Python and machine learning techniques to analyze data and predict outcomes, this book is for you. Basic knowledge of computer programming and data analytics is a must. Familiarity with mathematical concepts such as algebra and basic statistics will be useful. Overview By the end of this course, you will have the skills you need to confidently use various machine learning algorithms to perform detailed data analysis and extract meaningful insights from data. This course is designed to give you practical guidance on industry-standard data analysis and machine learning tools in Python, with the help of realistic data. The course will help you understand how you can use pandas and Matplotlib to critically examine a dataset with summary statistics and graphs, and extract the insights you seek to derive. You will continue to build on your knowledge as you learn how to prepare data and feed it to machine learning algorithms, such as regularized logistic regression and random forest, using the scikit-learn package. You?ll discover how to tune the algorithms to provide the best predictions on new and unseen data. As you delve into later sections, you?ll be able to understand the working and output of these algorithms and gain insight into not only the predictive capabilities of the models but also their reasons for making these predictions. Data Exploration and Cleaning Python and the Anaconda Package Management System Different Types of Data Science Problems Loading the Case Study Data with Jupyter and pandas Data Quality Assurance and Exploration Exploring the Financial History Features in the Dataset Activity 1: Exploring Remaining Financial Features in the Dataset Introduction to Scikit-Learn and Model Evaluation Introduction Model Performance Metrics for Binary Classification Activity 2: Performing Logistic Regression with a New Feature and Creating a Precision-Recall Curve Details of Logistic Regression and Feature Exploration Introduction Examining the Relationships between Features and the Response Univariate Feature Selection: What It Does and Doesn't Do Building Cloud-Native Applications Activity 3: Fitting a Logistic Regression Model and Directly Using the Coefficients The Bias-Variance Trade-off Introduction Estimating the Coefficients and Intercepts of Logistic Regression Cross Validation: Choosing the Regularization Parameter and Other Hyperparameters Activity 4: Cross-Validation and Feature Engineering with the Case Study Data Decision Trees and Random Forests Introduction Decision trees Random Forests: Ensembles of Decision Trees Activity 5: Cross-Validation Grid Search with Random Forest Imputation of Missing Data, Financial Analysis, and Delivery to Client Introduction Review of Modeling Results Dealing with Missing Data: Imputation Strategies Activity 6: Deriving Financial Insights Final Thoughts on Delivering the Predictive Model to the Client

Data Science Projects with Python
Delivered OnlineFlexible Dates
Price on Enquiry

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