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Boost Your Career with Apex Learning and Get Noticed By Recruiters in this Hiring Season! Get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Now With a single payment you will gain access to Data Science Course Bundle 2022 including 10 Career development courses, original hardcopy certificate, transcript and a student ID card which will allow you to get discounts on things like music, food, travel and clothes etc. The world is one big data bank, and data science is one of the most demanding professional sectors of the present era. The analytical and programming-oriented field of data science has limited resources for candidates to learn and develop skills, which is why you need our highly advanced [course_title] course.With step-by-step interactive video content, our training will equip you with extensive knowledge and expertise in data science, including machine learning. This bundle course offers an opportunity to foster your career opportunities with an expert-level understanding of data science and become skilful in this industry. Take this course anywhere and at any time. Don't let your lifestyle limit your learning or your potential. Data Science Course Bundle 2022 will provide you with the CPD certificate that you'll need to succeed. Gain experience online and interact with experts. This can prove to be the perfect way to get noticed by a prospective employer and stand out from the crowd. Data Science Course Bundle 2022 has been rated and reviewed highly by our learners and professionals alike. We have a passion for teaching, and it shows. All of our courses have interactive online modules that allow studying to take place where and when you want it to. The only thing you need to take Data Science Course Bundle 2022 is Wi-Fi and a screen. You'll never be late for class again. Experienced tutors and mentors will be there for you whenever you need them, and solve all your queries through email and chat boxes. Benefits you'll get choosing Apex Learning for this Course: One payment, but lifetime access to 11 CPD courses Certificates, student ID for the title course included in a one-time fee Full tutor support available from Monday to Friday Free up your time - don't waste time and money travelling for classes Accessible, informative modules taught by expert instructors Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills Gain valuable knowledge without leaving your home What other courses are included with this Course? Level 2 Microsoft Office Essentials Microsoft Teams Leadership & Management Diploma Working from Home Essentials Mental Health and Working from Home Online Meeting Management Effective Communication Skills Time Management Report Writing Emotional Intelligence and Human Behaviour Curriculum ***Data Science Course Bundle 2022*** Welcome, Course Introduction & overview, and Environment set-up Welcome & Course Overview Set-up the Environment for the Course (lecture 1) Set-up the Environment for the Course (lecture 2) Two other options to setup environment Python Essentials Python data types Part 1 Python Data Types Part 2 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1) Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2) Python Essentials Exercises Overview Python Essentials Exercises Solutions Python for Data Analysis using NumPy What is Numpy? A brief introduction and installation instructions. NumPy arrays, built-in methods, array methods and attributes. Indexing, slicing, broadcasting & boolean masking Arithmetic Operations & Universal Functions Exercises Overview Exercises Solutions Python for Data Analysis using Pandas What is pandas? A brief introduction and installation instructions. Pandas Introduction Pandas Data Structures - Series Pandas Data Structures - DataFrame Handling Missing Data Data Wrangling - Combining, merging, joining Groupby Useful Methods and Operations Project 1 (Overview) Customer Purchases Data Project 1 (Solutions) Customer Purchases Data Project 2 (Overview) Chicago Payroll Data Project 2 (Solutions Part 1) Chicago Payroll Data Python for Data Visualization using matplotlib Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach Matplotlib Essentials - Exercises Overview Matplotlib Essentials - Exercises Solutions Python for Data Visualization using Seaborn Introduction & Installation Distribution Plots Categorical Plots (Part 1) Categorical Plots (Part 2) Axis Grids Matrix Plots Regression Plots Controlling Figure Aesthetics Exercises Overview Exercise Solutions Python for Data Visualization using pandas Pandas Built-in Data Visualization Pandas Data Visualization Exercises Overview Panda Data Visualization Exercises Solutions Python for interactive & geographical plotting using Plotly and Cufflinks Interactive & Geographical Plotting (Part 1) Interactive & Geographical Plotting (Part 2) Interactive & Geographical Plotting Exercises (Overview) Interactive & Geographical Plotting Exercises (Solutions) Capstone Project - Python for Data Analysis & Visualization Project 1 - Oil vs Banks Stock Price during recession (Overview) Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1) Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2) Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3) Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview) Python for Machine Learning (ML) - scikit-learn - Linear Regression Model Introduction to ML - What, Why and Types….. Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff Linear Regression Model - Hands-on (Part 1) Linear Regression Model Hands-on (Part 2) Good to know! How to save and load your trained Machine Learning Model! Linear Regression Model (Insurance Data Project Overview) Linear Regression Model (Insurance Data Project Solutions) Python for Machine Learning - scikit-learn - Logistic Regression Model Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificity…etc. Logistic Regression Model - Hands-on (Part 1) Logistic Regression Model - Hands-on (Part 2) Logistic Regression Model - Hands-on (Part 3) Logistic Regression Model - Hands-on (Project Overview) Logistic Regression Model - Hands-on (Project Solutions) Python for Machine Learning - scikit-learn - K Nearest Neighbors Theory: K Nearest Neighbors, Curse of dimensionality …. K Nearest Neighbors - Hands-on K Nearest Neighbors (Project Overview) K Nearest Neighbors (Project Solutions) Python for Machine Learning - scikit-learn - Decision Tree and Random Forests Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging…. Decision Tree and Random Forests - Hands-on (Part 1) Decision Tree and Random Forests (Project Overview) Decision Tree and Random Forests (Project Solutions) Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) Support Vector Machines (SVMs) - (Theory Lecture) Support Vector Machines - Hands-on (SVMs) Support Vector Machines (Project 1 Overview) Support Vector Machines (Project 1 Solutions) Support Vector Machines (Optional Project 2 - Overview) Python for Machine Learning - scikit-learn - K Means Clustering Theory: K Means Clustering, Elbow method ….. K Means Clustering - Hands-on K Means Clustering (Project Overview) K Means Clustering (Project Solutions) Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) Theory: Principal Component Analysis (PCA) Principal Component Analysis (PCA) - Hands-on Principal Component Analysis (PCA) - (Project Overview) Principal Component Analysis (PCA) - (Project Solutions) Recommender Systems with Python - (Additional Topic) Theory: Recommender Systems their Types and Importance Python for Recommender Systems - Hands-on (Part 1) Python for Recommender Systems - - Hands-on (Part 2) Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) Natural Language Processing (NLP) - (Theory Lecture) NLP-Challenges, Data Sources, Data Processing ….. Feature Engineering and Text Preprocessing in Natural Language Processing NLP - Tokenization, Text Normalization, Vectorization, BoW…. BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes … Pipeline feature to assemble several steps for cross-validation… 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 £10 * 11 = £110) Hard Copy Certificate: Free (For The Title Course) If you want to get hardcopy certificates for other courses, generally you have to pay £20 for each. But this Fall, Apex Learning is offering a Flat 50% discount on hard copy certificates, and you can get each for just £10! P.S. The delivery charge inside the U.K. is £3.99 and the international students have to pay £9.99. CPD 20 CPD hours / points Accredited by CPD Quality Standards Who is this course for? There is no experience or previous qualifications required for enrolment on this Data Science Course Bundle 2022. It is available to all students, of all academic backgrounds. Requirements Our Data Science Course Bundle 2022 is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having this CPD certificate will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Certificates Certificate of completion Digital certificate - Included

Adobe Illustrator Certification Adobe Illustrator is an adaptable and easy to understand new programming that permits you to make appealing plans and pictures utilizing vector designs. Also, it permits you to make little picture record sizes - instead of different illustrations plan programming, where document sizes are colossal - and print them out in top notch. In case you're simply beginning, this video seminar on Adobe Illustrator tells you the best way to utilize the devices and presents various highlights that you can use, to make great plans. Quite possibly the most valuable focuses is that Adobe Illustrator offers similarity with other Adobe items and incorporates with interfaces, like Adobe After Effects. In this course, you will learn: This seminar on Illustrator covers the accompanying subjects: The key contrasts between Adobe Photoshop and Illustrator, and how every realistic interface works; Instructions to open various sorts of new documents for various necessities; The symbols, components and highlights on the Illustrator landing page, and how to get to every one; The highlights and advantages of utilizing the Pen instrument, and how you can utilize it, to make new plans, by making turn focuses, and so on; Utilizing the Line Segment, Spiral and Grid instruments, to fabricate a picture; A prologue to shape apparatuses, and how to utilize them; Instructions to control the Paintbrush and Color highlights, to get the ideal impacts, including 3D and inclination impacts; Step by step instructions to utilize the Scale, Rotate, Reflect and Width devices, to make the plans that you need; Step by step instructions to utilize and control layers, to embed various components into your last plan; The most effective method to utilize the Shape Builder and Free Transform devices, to give your picture the last contacts and adjust it. Course Benefits: The advantages of examining this seminar on Illustrator include: You will actually want to utilize the apparatuses and highlights, to make drawings, plans and logos for both individual and expert use; You will actually want to make alluring and tasteful data illustrations and resize each plan to your necessities; You will actually want to utilize vector designs, to make follow drawings and guides.

Prepare to immerse yourself in the thrilling realm of Unity game development and C# scripting! If you have already acquired the fundamentals of C# scripting with Unity and are eager to elevate your skills to the next tier, then you have found the ideal Intermediate C# Scripting Course. This course is custom-crafted for individuals seeking to master Unity and C# by working on practical, real-world projects.

This course shows you how to apply various approaches and algorithms to solve business problems through AI and ML, follow a methodical workflow to develop sound solutions, use open-source, off-the-shelf tools to develop, test, and deploy those solutions, and ensure that they protect the privacy of users. This course includes hands-on activities for each topic area.

In today's digital age, visual communication has become paramount. Whether you're a professional designer, a content creator, a marketer, or an entrepreneur, the ability to create captivating and impactful visuals is a vital skill. This is where the Adobe Photoshop, Illustrator & InDesign Master Online Training Bundle truly shines, allowing you to harness the power of industry-leading software and become a master of graphic design. Adobe Photoshop, Illustrator, and InDesign are the cornerstones of modern graphic design. These software applications provide powerful tools and features that allow you to bring your creative visions to life. Whether enhancing photographs, creating vector illustrations, or designing complex layouts, mastering these programs will enable you to unleash your artistic potential and develop designs that truly stand out. Learning Outcomes: Upon completing the Adobe Photoshop, Illustrator & InDesign Master Online Training Bundle, you will: Master of Adobe's Creative Suite: Attain advanced proficiency in Adobe Photoshop, Illustrator, and InDesign, gaining expertise in image manipulation, vector graphics, and professional layout design. Create Compelling Visuals: Develop the ability to craft visually captivating digital and print media, employing advanced techniques. Harness Motion Graphics: Explore Adobe After Effects to create dynamic visual effects, animated logos, and engaging motion graphics. Design User-Friendly Interfaces: Learn UX design principles using Adobe XD to create intuitive and visually pleasing interfaces for websites and mobile apps. Publish Professional-Quality Documents: Acquire the skills to produce polished layouts for brochures, magazines, reports, and interactive publications using Adobe InDesign. Expand Your Design Skill Set: Explore additional topics such as photo manipulation, web design, logo animation, and 2D animation to become a versatile and well-rounded designer. Introducing the Adobe Photoshop, Illustrator & InDesign Master Online Training Bundle, a comprehensive package designed to empower you with the essential skills needed to excel in graphic design. With a wide range of courses covering the most popular Adobe creative software, this bundle provides an incredible opportunity to enhance your creative abilities and unleash your artistic potential. Embark on a journey of artistic discovery, and enrol in the Adobe Photoshop, Illustrator & InDesign Master Online Training Bundle to elevate your skills to new heights. Unleash your true creative potential today! The Courses of Adobe Photoshop, Illustrator & InDesign Master Online Training Bundle: Course 01: Basic Adobe Photoshop Course 02: Adobe Illustrator Masterclass Course 03: Adobe InDesign Course 04: Adobe Premiere Pro CC Course 05: Adobe Lightroom CC Course 06: Adobe After Effect: Gradient Animation Course 07: Advanced Graphic Design Diploma Course Course 08: Photo Manipulation: Graphic Design Training Course 09: Shading in Adobe Photoshop Course 10: How To Edit Your First Photo in Adobe Photoshop CC Course 11: User Experience Design from A-Z: Adobe XD UI/UX Design Course 12: Learn to Make Vector Art in Adobe Illustrator Course 13: Flat Design in Adobe Illustrator Course 14: Flat Design Icons in Illustrator Course 15: Affinity Designer Course 16: Complete After Effects for Graphic Design Course 17: Graphic Design Using Canva Course 18: Edit 3 Times Faster with Adobe Premier Pro Course 19: Web Design with Adobe XD Course 20: Design Retro and Flat Design Badges in Illustrator Course 21: 2D Animation: Ultimate Guide to Adobe Animate Course 22: Build Animations with Adobe After Effects Course 23: Adobe After Effects: Learn to Use Shape Tools Course 24: Design Concepts in Fusion 360 Course 25: Logo Animation Fundamentals CPD 275 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Adobe Photoshop, Illustrator & InDesign Master Online Training course is suitable for the following: Aspiring graphic designers Marketing professionals Small business owners Content creators Students and creative enthusiasts Professionals in related fields Anyone passionate about Adobe software Requirements Without any formal requirements, you can delightfully enrol in this Adobe Photoshop, Illustrator & InDesign Master Online Training course. Career path This Adobe Photoshop, Illustrator & InDesign Master Online Training course will be helpful for anyone looking to pursue a career as: Graphic Designer: £20K - £40K per year UX/UI Designer: £25K - £60K per year Motion Graphics Artist: £25K - £50K per year Web Designer: £20K - £45K per year Marketing Designer: £22K - £45K per year Freelance Designer: £20K to £70K or more per year. Certificates Certificate Of Completion Digital certificate - Included Certificate Of Completion Hard copy certificate - Included You will get a complimentary Hard Copy Certificate.

This is an introductory course on machine learning. The course covers a wide range of topics, from handling a dataset to model delivery. Some prior training in Python programming and basic calculus knowledge will help you get the best out of this course.

Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step

OSPF training course description A detailed hands on examination of OSPF. Hands on sessions are used to reinforce the theory rather than teach specific manufacturer equipment. The course starts with a recap of reading routing tables and then jumps straight in with simple OSPF configuration. OSPF features are then studied and configured before moving onto how OSPF works within an area. Multi area OSPF is then studied before looking at OSPF operation in detail by analysing OSPF packets. Finally areas are covered again in more detail followed by troubleshooting. What will you learn Design OSPF networks. Design IP addressing schemes suitable for route summarisation. Troubleshoot OSPF networks. Describe the operation of OSPF. OSPF training course details Who will benefit: Technical staff working with OSPF. Prerequisites: TCP/IP Foundation for engineers Duration 3 days OSPF training course contents Basic routing and OSPF Reading routing tables, routing protocols, What is OSPF? Process IDs, passive interfaces. Hands on Simple OSPF configuration. OSPF History of OSPF, metrics, costs, convergence, Distance Vector vs. Link state routing protocols, IGPs, classless, OSPF features, load sharing, per packet/destination, OSPF authentication. Hands on Configuring OSPF features. OSPF within an area How OSPF works, LSDB, LSDB benefits and disadvantages, LSA types, Type 1 and 2, LSA propagation, router IDs, hellos, configuring hellos, the exchange protocol. Hands on Investigating OSPF structures. Areas Scalability, why areas? Area IDs, area 0, ABRs, ABR resilience, areas & LSDBs, areas & LSAs, Type 3 LSAs, virtual links. Hands on Multi area OSPF. Redistribution Multiple routing protocols, common scenarios, routing distance, External LSAs, E1 and E2. Type 4 LSAs. OSPF and default routes. Hands on Configuring static route redistribution. Route aggregation Route summarisation. How to aggregate, ABR summarisation, ASBR summarisation. Hands on OSPF address summarisation. OSPF packet formats OSPF packets, protocol stack, OSPF stages, packet flows, packet types, the OSPF header, multicasts, Hello, DDB, LS request, LS update, LS ACK, LSA header, LSA formats, neighbours, neighbour states, DRs, adjacencies, BDRs, DR election. Hands on Analysing OSPF packets, troubleshooting. OSPF network types BMA, NBMA, Point to point links. Hands on Configuring OSPF over Frame Relay. OSPF stub areas LSA types, area types, area architecture, stub areas, default routes, benefits and disadvantages of stub areas, TSSAs, NSSAs, Type 7 LSAs. Hands on Stub and TSSA configuration. The OSPF MIB SNMP overview, MIB 2, the OSPF MIB, OSPF MIB groups, useful objects, OSPF traps. Hands on the OSPF MIB. troubleshooting. Summary RFCs, OSPF design guidelines. OSPF variants (appendix) OSPF on demand, MOSPF, multicast overview, Type 6 LSAs, OSPF for IPv6 (OSPFv3).

Start your data science journey with this carefully constructed comprehensive course and get hands-on experience with Python for data science. Gain in-depth knowledge about core Python and essential mathematical concepts in linear algebra, probability, and statistics. Complete data science training with 13+ hours of content.

Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step