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Learning Outcomes After completing this course, learners will be able to: Learn Python for data analysis using NumPy and Pandas Acquire a clear understanding of data visualisation using Matplotlib, Seaborn and Pandas Deepen your knowledge of Python for interactive and geographical potting using Plotly and Cufflinks Understand Python for data science and machine learning Get acquainted with Recommender Systems with Python Enhance your understanding of Python for Natural Language Processing (NLP) Description Whether you are from an engineering background or not you still can efficiently work in the field of data science and the machine learning sector, if you have proficient knowledge of Python. Since Python is the easiest and most used programming language, you can start learning this language now to advance your career with the Data Science And Machine Learning Using Python : A Bootcamp course. This course will give you a thorough understanding of the Python programming language. Moreover, it will show how can you use Python for data analysis and machine learning. Alongside that, from this course, you will get to learn data visualisation, and interactive and geographical plotting by using Python. The course will also provide detailed information on Python for data analysis, Natural Language Processing (NLP) and much more. Upon successful completion of this course, get a CPD- certificate of achievement which will enhance your resume and career. Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post.  Method of Assessment After completing this course, you will be provided with some assessment questions. To pass that assessment, you need to score at least 60%. Our experts will check your assessment and give you feedback accordingly. Career Path After completing this course, you can explore various career options such as Web Developer Software Engineer Data Scientist Machine Learning Engineer Data Analyst In the UK professionals usually get a salary of £25,000 - £30,000 per annum for these positions. Course Content Welcome, Course Introduction & overview, and Environment set-up Welcome & Course Overview 00:07:00 Set-up the Environment for the Course (lecture 1) 00:09:00 Set-up the Environment for the Course (lecture 2) 00:25:00 Two other options to setup environment 00:04:00 Python Essentials Python data types Part 1 00:21:00 Python Data Types Part 2 00:15:00 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1) 00:16:00 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2) 00:20:00 Python Essentials Exercises Overview 00:02:00 Python Essentials Exercises Solutions 00:22:00 Python for Data Analysis using NumPy What is Numpy? A brief introduction and installation instructions. 00:03:00 NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes. 00:28:00 NumPy Essentials - Indexing, slicing, broadcasting & boolean masking 00:26:00 NumPy Essentials - Arithmetic Operations & Universal Functions 00:07:00 NumPy Essentials Exercises Overview 00:02:00 NumPy Essentials Exercises Solutions 00:25:00 Python for Data Analysis using Pandas What is pandas? A brief introduction and installation instructions. 00:02:00 Pandas Introduction 00:02:00 Pandas Essentials - Pandas Data Structures - Series 00:20:00 Pandas Essentials - Pandas Data Structures - DataFrame 00:30:00 Pandas Essentials - Handling Missing Data 00:12:00 Pandas Essentials - Data Wrangling - Combining, merging, joining 00:20:00 Pandas Essentials - Groupby 00:10:00 Pandas Essentials - Useful Methods and Operations 00:26:00 Pandas Essentials - Project 1 (Overview) Customer Purchases Data 00:08:00 Pandas Essentials - Project 1 (Solutions) Customer Purchases Data 00:31:00 Pandas Essentials - Project 2 (Overview) Chicago Payroll Data 00:04:00 Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data 00:18:00 Python for Data Visualization using matplotlib Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach 00:13:00 Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach 00:22:00 Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach 00:22:00 Matplotlib Essentials - Exercises Overview 00:06:00 Matplotlib Essentials - Exercises Solutions 00:21:00 Python for Data Visualization using Seaborn Seaborn - Introduction & Installation 00:04:00 Seaborn - Distribution Plots 00:25:00 Seaborn - Categorical Plots (Part 1) 00:21:00 Seaborn - Categorical Plots (Part 2) 00:16:00 Seborn-Axis Grids 00:25:00 Seaborn - Matrix Plots 00:13:00 Seaborn - Regression Plots 00:11:00 Seaborn - Controlling Figure Aesthetics 00:10:00 Seaborn - Exercises Overview 00:04:00 Seaborn - Exercise Solutions 00:19:00 Python for Data Visualization using pandas Pandas Built-in Data Visualization 00:34:00 Pandas Data Visualization Exercises Overview 00:03:00 Panda Data Visualization Exercises Solutions 00:13:00 Python for interactive & geographical plotting using Plotly and Cufflinks Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1) 00:19:00 Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2) 00:14:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview) 00:11:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions) 00:37:00 Capstone Project - Python for Data Analysis & Visualization Project 1 - Oil vs Banks Stock Price during recession (Overview) 00:15:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1) 00:18:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2) 00:18:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3) 00:17:00 Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview) 00:03:00 Python for Machine Learning (ML) - scikit-learn - Linear Regression Model Introduction to ML - What, Why and Types.. 00:15:00 Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff 00:15:00 scikit-learn - Linear Regression Model - Hands-on (Part 1) 00:17:00 scikit-learn - Linear Regression Model Hands-on (Part 2) 00:19:00 Good to know! How to save and load your trained Machine Learning Model! 00:01:00 scikit-learn - Linear Regression Model (Insurance Data Project Overview) 00:08:00 scikit-learn - Linear Regression Model (Insurance Data Project Solutions) 00:30:00 Python for Machine Learning - scikit-learn - Logistic Regression Model Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc. 00:10:00 scikit-learn - Logistic Regression Model - Hands-on (Part 1) 00:17:00 scikit-learn - Logistic Regression Model - Hands-on (Part 2) 00:20:00 scikit-learn - Logistic Regression Model - Hands-on (Part 3) 00:11:00 scikit-learn - Logistic Regression Model - Hands-on (Project Overview) 00:05:00 scikit-learn - Logistic Regression Model - Hands-on (Project Solutions) 00:15:00 Python for Machine Learning - scikit-learn - K Nearest Neighbors Theory: K Nearest Neighbors, Curse of dimensionality . 00:08:00 scikit-learn - K Nearest Neighbors - Hands-on 00:25:00 scikt-learn - K Nearest Neighbors (Project Overview) 00:04:00 scikit-learn - K Nearest Neighbors (Project Solutions) 00:14:00 Python for Machine Learning - scikit-learn - Decision Tree and Random Forests Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging. 00:18:00 scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1) 00:19:00 scikit-learn - Decision Tree and Random Forests (Project Overview) 00:05:00 scikit-learn - Decision Tree and Random Forests (Project Solutions) 00:15:00 Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) Support Vector Machines (SVMs) - (Theory Lecture) 00:07:00 scikit-learn - Support Vector Machines - Hands-on (SVMs) 00:30:00 scikit-learn - Support Vector Machines (Project 1 Overview) 00:07:00 scikit-learn - Support Vector Machines (Project 1 Solutions) 00:20:00 scikit-learn - Support Vector Machines (Optional Project 2 - Overview) 00:02:00 Python for Machine Learning - scikit-learn - K Means Clustering Theory: K Means Clustering, Elbow method .. 00:11:00 scikit-learn - K Means Clustering - Hands-on 00:23:00 scikit-learn - K Means Clustering (Project Overview) 00:07:00 scikit-learn - K Means Clustering (Project Solutions) 00:22:00 Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) Theory: Principal Component Analysis (PCA) 00:09:00 scikit-learn - Principal Component Analysis (PCA) - Hands-on 00:22:00 scikit-learn - Principal Component Analysis (PCA) - (Project Overview) 00:02:00 scikit-learn - Principal Component Analysis (PCA) - (Project Solutions) 00:17:00 Recommender Systems with Python - (Additional Topic) Theory: Recommender Systems their Types and Importance 00:06:00 Python for Recommender Systems - Hands-on (Part 1) 00:18:00 Python for Recommender Systems - - Hands-on (Part 2) 00:19:00 Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) Natural Language Processing (NLP) - (Theory Lecture) 00:13:00 NLTK - NLP-Challenges, Data Sources, Data Processing .. 00:13:00 NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing 00:19:00 NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW. 00:19:00 NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes 00:13:00 NLTK - NLP - Pipeline feature to assemble several steps for cross-validation 00:09:00 Resources Resources - Data Science and Machine Learning using Python : A Bootcamp 00:00:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

Management of Value (MoV®) Practitioner: Virtual In-House Training This interactive MoV® Practitioner course provides a modular and case-study-driven approach to learning Management of Value (MoV). The core knowledge is structured and comprehensive; and well-rounded modules cover the methodology and various techniques. A case study is used to help appreciate the relevance of MoV in its practical application. What you will Learn The MoV Practitioner Course prepares you for the MoV Practitioner exam. Individuals certified at the MoV Practitioner level will be able to: Apply Management of Value (MoV) principles, processes and techniques, and advocate the benefits of this application appropriately to the senior Management. Develop a plan of MoV activities for the whole lifecycle of small and large projects and programs. Plan an MoV study, tailoring it to particular projects or programs and developing practical study or workshop handbooks as required. Understand and articulate value in relation to organizational objectives. Prioritize value drivers using function analysis and use these to demonstrate how value might be improved. Quantify monetary and non-monetary value using the Value Index, Value Metrics and the Value for Money ratio. Describe and comment on the application of various techniques relevant to MoV. Monitor improvements in value realized throughout a project lifecycle and capture learning which can be transferred to future projects. Offer suggestions and guidance about embedding MoV into an organization, including policy issues, undertake a health check, assess maturity and competence, and provide guidance on typical roles and responsibilities. Understand and articulate the use of MoV within other Best Management Practice methods and its contributions to them Benefits of Taking This Course Upon successful completion of this course, you will be able to: Organise and contribute constructively to a Management of Value (MoV) Study Demonstrate a knowledge of MoV principles, processes, approach, and environment Analyse a company, programme or project to establish its organisational value includes identification and weighting of Value Drivers Pass the AXELOS Practitioner Examination Function Analysis Customer FAST Diagram Value Tree Development Weighting Attributes Paired Comparisons Developing a Value Profile Developing a Value Index Value for Money Ratio Stimulating Innovation Value Engineering Option Evaluation and Selection Evaluation Matrix Value and Value for Money Timing and Planning Teams and Stakeholders MoV in the Organization Integrating with Best Management Practice Relationship between Process and Approach

Super Saver Offer! is Active; Save: £405! Offer Ends Soon; Hurry Up!! Are you looking to improve your current abilities or make a career move? Our unique Career Development Course might help you get there! Expand your expertise with high-quality training - study the course and get an expertly designed, great value training experience. Learn from industry professionals and quickly equip yourself with the specific knowledge and skills you need to excel in your chosen career through the online training course. This Career Development Training at QLS Level 4 course is endorsed by The Quality Licence Scheme and accredited by CPD (with 120 CPD points) to make your skill development and career progression related to substantial and easier than ever! The course is broken down into several in-depth modules to provide you with the most convenient and rich learning experience possible. Upon successful completion of the course, you will receive an instant e-certificate as proof of the comprehensive skill development and competency. Add these amazing new skills to your resume and boost your employability by simply enroling on this course. With this comprehensive course, you can achieve your dreams and train for your ideal career. The course provides students with an in-depth learning experience that they can work through at their own pace to enhance their professional development. The course covers everything you need in order to progress in your chosen career. You'll get a Free Student ID card by enroling in this course. This ID card entitles you to discounts on bus tickets, movie tickets, and library cards. Enroling on the Career Development course will ensure that you land your dream career faster than you thought possible. Stand out from the crowd and train for the job you want with the program. Learning Outcomes of Career Development : Instant access to verified and reliable information Participation in inventive and interactive training exercises Quick assessment and guidance for all subjects CPD accreditation for proof of acquired skills and knowledge Freedom to study in any location and at a pace that suits you Expert support from dedicated tutors committed to online learning Experts created the course to provide a rich and in-depth training experience for all students who enrol in it. Enrol in the course right now and you'll have immediate access to all of the course materials. Then, from any internet-enabled device, access the course materials and learn when it's convenient for you. Start your learning journey straight away with this course and take a step toward a brighter future! Why Prefer This Course? Opportunity to earn a certificate endorsed by the Quality Licence Scheme and another certificate accredited by CPD after completing this course Student ID card with amazing discounts - completely for FREE! (£10 postal charges will be applicable for international delivery) Standard-aligned lesson planning Innovative and engaging content and activities Assessments that measure higher-level thinking and skills Complete the program in your own time, at your own pace Each of our students gets full 24/7 tutor support ****Course Curriculum**** Here is the curriculum breakdown of the course: Module 01: Career Module 02: Self-Improvement Module 03: Passion Module 04: Chase the Passion Module 05: Be Good at Your Passion Module 06: Passion and Money Module 07: Master Your Mindset Module 08: Preparation for Success Module 09: Job Hunting Module 10: Acing Your Interview Module 11: Prosper in Career Assessment Process We offer an integrated assessment framework to make the process of evaluation and accreditation for learners easier. You have to complete the assignment questions given at the end of the course and score a minimum of 60% to pass each exam.Our expert trainers will assess your assignment and give you feedback after you submit the assignment. You will be entitled to claim a certificate endorsed by the Quality Licence Scheme after you have completed all of the exams. Show off Your New Skills With a Certification of Completion Endorsed Certificate of Achievement from the Quality Licence Scheme After successfully completing the course, 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 - 99 GBP inside the UK 109 GBP (including postal fees) for international delivery Certification Accredited by CPD Upon finishing the course, you will receive an accredited certification that is recognised all over the UK and also internationally. The pricing schemes are - 10 GBP for Digital Certificate 29 GBP for Printed Hardcopy Certificate inside the UK 39 GBP for Printed Hardcopy Certificate outside the UK (international delivery) CPD 120 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Is This Course Right for You? Anyone interested in learning more about this subject should take this course. This course will help you grasp the basic concepts as well as develop a thorough understanding of the subject. Requirements All are welcome to take this course. There are no prerequisites for enrolment, and you can access the course materials from any location in the world. Career path After completing this course, you are to start your career or begin the next phase of your career in this field. Our entire course will help you to gain a position of respect and dignity over your competitors. The certificate enhances your CV and helps you find work in the field concerned.

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Step into the transformative world of library and information science with our course, 'Library and Information Science: Managing Knowledge Resources'. This captivating journey will introduce you to the vital role of information science in today's service-oriented perspective, allowing you to delve into the responsibilities of modern-day information professionals. From mastering the intricacies of information policy and organisation to navigating the realms of digital and virtual libraries, you'll emerge with a wealth of knowledge set to propel you in the library realm. Learning Outcomes Understand the foundational principles of library and information science. Gain insights into the service-oriented aspects of information science. Discover the roles and responsibilities of modern-day information professionals. Master the art of information organisation and policy formulation. Grasp the nuances of managing human resources in libraries and the concept of digital and virtual libraries. Why buy this Library and Information Science: Managing Knowledge Resources? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Library and Information Science: Managing Knowledge Resources for? Aspiring librarians looking to understand the modern landscape of information science. Individuals keen on exploring digital library initiatives and virtual resources. Library management staff aiming to enhance their organisational and policy formulation skills. Those with an interest in understanding library legislation. Students of knowledge management desiring a comprehensive overview of information science. Career path Librarian: £25,000 - £40,000 Information Policy Analyst: £30,000 - £55,000 Digital Library Specialist: £28,000 - £45,000 Data Librarian: £27,000 - £42,000 Library Manager: £35,000 - £50,000 Knowledge Resource Consultant: £30,000 - £55,000 Prerequisites This Library and Information Science: Managing Knowledge Resources does not require you to have any prior qualifications or experience. You can just enrol and start learning. This course was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Module 01: Introduction to Library and Information Science Introduction to Library and Information Science 00:10:00 Module 02: Information Science A Service Perspective Information Science A Service Perspective 00:07:00 Module 03: Information Professionals on the Job Information Professionals on the Job 00:10:00 Module 04: Information Policy Information Policy 00:06:00 Module 05: Information Organisation Information Organisation 00:09:00 Module 06: The Data Librarian The Data Librarian 00:07:00 Module 07: Human Resources Functions in the Library Human Resources Functions in the Library 00:07:00 Module 08: Digital and Virtual Libraries Digital and Virtual Libraries 00:12:00 Module 09: Library Legislation Library Legislation 00:09:00

You can get an easy introduction to Italian or just consolidate your basic knowledge with the Learn Italian Language: Complete Italian Course - Beginners. Following the course step-by-step, you can quickly gain an understanding of the most important ideas, and you can learn up to an advanced beginner's level of learning. The course covers the following topics: Italian speaking, Italian pronunciation, Italian writing, Italian grammar rules and patterns, Italian vocabulary, Italian conversation and communication skills. Through the course you will be able to hold a conversation in Italian. You will learn the basics and some intermediate of Italian grammar. You will acquire basic and some intermediate Italian skills. You will understand and use familiar everyday expressions. Learn all the expressions you need, as well as grammar and pronunciation for a beginner's level of learning, and you will learn how to put your Italian into practice in everyday situations. What you'll learn The #1 Italian Course. Start speaking real, grammatically correct Italian fluently, effortlessly and confidently today. Improve your listening and Italian comprehension skills through ear training and visual learning thanks to the Italian speaking teacher, interactive board, subtitles and included .pdf materials. Be confident regarding your Italian skills (A1, A2, A2+ levels) by lots of practice after every lesson. Understand and use familiar everyday expressions. By the end of the course, you will build and develop your practical communication skills in Italian speaking, writing, reading and, of course, your fluency and grammatical accuracy. Requirements No previous Italian language knowledge is required. The course is recommended to anyone who wants to learn Italian language fast and easy and is designed for beginners. We start with the absolute basics. Videos are in Italian with captions/subtitles. Italian Immersion is widely considered to be the best method of learning Italian. If you're a visual learner you'll love the interactive board, the subtitles and the included .pdf materials. Free demo lessons and quizzes. Who is the target audience? Anyone who wants to learn Italian fast and easy. This course is designed for beginners. We start with the absolute basics. If you are nearly intermediate you can improve your Italian with this course. Learn ltalian : ltalian Course for Beginners (A1 A2 A2+) Learn Italian- Find out all about this course in less than two minutes FREE 00:02:00 Learn Italian - The Alphabet. The Definite Article Learn Italian - The Alphabet. The Definite Article - Part 1 FREE 00:14:00 Dictation- Italian Language- Exercise 00:18:00 Learn Italian - The Indefinite Article. The numbers from 0 to 100 Learn Italian - The Indefinite Article. The numbers from 0 to 100 00:19:00 Learn Italian - Present Simple for regular verbs Learn Italian - Present Simple for regular verbs 00:17:00 Learn Italian - Present Simple for irregular verbs. Learn Italian - Present Simple for irregular verbs. 00:17:00 Learn Italian - Present Simple for irregular verbs(II) 00:14:00 Exercises - Dictation 2 00:09:00 Learn Italian - The verb ''to be''-reflexive Learn Italian - The verb 'to be'-reflexive 00:11:00 Learn Italian - Reflexive verbs. Adverbs of frequency Learn Italian - Reflexive verbs. Adverbs of frequency 00:16:00 Learn Italian - At the supermarket. The food Learn Italian - At the supermarket. The food 00:10:00 Learn Italian - Modal verbs Learn Italian - Modal verbs 00:09:00 Learn Italian - Prepositions. Learn Italian - Prepositions. Part 1 00:11:00 Learn Italian - Prepositions. Part 2 00:09:00 Learn Italian - The Adjectives. The numbers Learn Italian - The Adjectives. The numbers 00:14:00 Learn Italian - Clothes Learn Italian - Clothes 00:10:00 Learn Italian - After and before. Masculine nouns which end in '-ma' Learn Italian - After and before. Masculine nouns which end in '-ma' 00:08:00 Learn Italian - Place adverbs Learn Italian - Possessive pronouns and adjectives. The family 00:10:00 Learn Italian - Dialogue: On the phone Learn Italian - Dialogue- On the phone 00:08:00 Learn Italian - Present Perfect. The animals Learn Italian - Present Perfect. The animals 00:13:00 Exercises - Dictation 3 00:12:00 VideoLearn Italian - Present Perfect(II) 00:19:00 Learn Italian - Past Participle. Irregular Verbs. Learn Italian - Past Participle. Irregular Verbs(II) 00:08:00 Learn Italian - Greetings 00:05:00 Learn Italian - Past Participle. Irregular Verbs(II) 00:08:00 Learn Italian - Past participle. Irregular Verbs(III). Prepositions and 00:11:00 Learn Italian - The weather Learn Italian - The weather 00:09:00 Learn Italian - Parts of the body. At the pharmacy Learn Italian - Parts of the body. At the pharmacy 00:11:00 The adverbs with Present Perfect. The auxiliary verbs ''to be'' and ''to have'' The adverbs with Present Perfect. The auxiliary verbs 'to be' and ' 00:11:00 Learn Italian - Conjunctions Learn Italian - Conjunctions 00:09:00 Learn Italian - Vocabulary: New verbs Learn Italian - Vocabulary- New verbs 00:10:00 Learn Italian - Vocabulary- New verbs(II). The expression 'ce l'ho' 00:10:00 Learn Italian - Dialogue: How did you spend your weekend? Learn Italian - Dialogue- How did you spend your weekend- 00:09:00 Learn Italian - Future Simple Learn Italian - Future Simple 00:12:00 Learn Italian - Future Simple. Irregular Verbs 00:11:00 Learn Italian - The use of Future Simple 00:08:00 Exercises - Dictation 4 00:10:00 Learn Italian - Metterci and volerci Learn Italian - Metterci and volerci 00:11:00 Learn Italian - Recap Learn Italian - Recap 00:17:00 Exercises - Dictation 5 00:08:00 Course Certification