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Clustering & Classification With Machine Learning In R
HERE IS WHY YOU SHOULD TAKE THIS COURSE:
This course your complete guide to both supervised & unsupervised learning using R...
That means, this course covers all the main aspects of practical data science and if you take this course, you can do away with taking other courses or buying books on R based data science.
In this age of big data, companies across the globe use R to sift through the avalanche of information at their disposal. By becoming proficient in unsupervised & supervised learning in R, you can give your company a competitive edge and boost your career to the next level.
LEARN FROM AN EXPERT DATA SCIENTIST WITH +5 YEARS OF EXPERIENCE:
My name is Minerva Singh and I am an Oxford University MPhil (Geography and Environment) graduate. I recently finished a PhD at Cambridge University.
I have +5 years of experience in analyzing real life data from different sources using data science related techniques and producing publications for international peer reviewed journals.
Over the course of my research I realized almost all the R data science courses and books out there do not account for the multidimensional nature of the topic...
This course will give you a robust grounding in the main aspects of machine learning- clustering & classification.
Unlike other R instructors, I dig deep into the machine learning features of R and gives you a one-of-a-kind grounding in Data Science!
You will go all the way from carrying out data reading & cleaning to machine learning to finally implementing powerful machine learning algorithms and evaluating their performance using R.
THIS COURSE HAS 8 SECTIONS COVERING EVERY ASPECT OF R MACHINE LEARNING:
• A full introduction to the R Framework for data science
• Data Structures and Reading in R, including CSV, Excel and HTML data
• How to Pre-Process and “Clean” data by removing NAs/No data,visualization
• Machine Learning, Supervised Learning, Unsupervised Learning in R
• Model building and selection...& MUCH MORE!
By the end of the course, you’ll have the keys to the entire R Machine Learning Kingdom!
NO PRIOR R OR STATISTICS/MACHINE LEARNING KNOWLEDGE REQUIRED:
You’ll start by absorbing the most valuable R Data Science basics and techniques. I use easy-to-understand, hands-on methods to simplify and address even the most difficult concepts in R.
My course will help you implement the methods using real data obtained from different sources. Many courses use made-up data that does not empower students to implement R based data science in real life.
After taking this course, you’ll easily use data science packages like caret to work with real data in R...
You’ll even understand concepts like unsupervised learning, dimension reduction and supervised learning. Again, we'll work with real data and you will have access to all the code and data used in the course.
JOIN MY COURSE NOW!
Who this course is for:
Students Interested In Getting Started With Data Science Applications In The R & R Studio Environment
Students Wishing To Learn The Implementation Of Unsupervised Learning On Real Data
Students Wishing To Learn The Implementation Of Supervised Learning (Classification) On Real Data Using R
92% discount #coupon #udemy #course for #Clustering & #Classification With #Machine #Learning In R #couponcode https://www.udemy.com/clustering-classification-with-machine-learning-in-r/
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ArcGIS Desktop For Spatial Analysis: Go From Basic To Pro
I WANNA LEARN SPATIAL DATA ANALYSIS, BUT…
I found most spatial data books & manuals vague
There are no courses that actually teach me how it’s actually done
Available resources are expensive & I can’t afford them
I want to get a job in the field of GIS and geospatial analysis
I work in the field of ecology or quantitative social sciences or hydrology or civil engineering or geography
If you found yourself in one of these situations, then..
I’VE GOT GREAT NEWS FOR YOU!
Over the past few months, I have published multiple courses on Udemy around this topic which will be tremendously helpful to you & most important of all AFFORDABLE!
Today, I’ve created yet another powerful resource for you!
In this course, over 50+ hands-on and practical lecture, I will help you master the most common and important geo-processing tasks that can be performed with ArcGIS Desktop, one of THE MOST important GIS software tools available.
I will also show you the kind of questions answered through Spatial Analysis & data used.
THE STEPS I’LL WALK YOU THROUGH:
First of all, we’ll start some basic GIS tasks like “Zooming”.
Then, we’ll move into more complex processing tasks like “Geo-Statistics”.
We’ll also deal with some theoretical concepts related to Spatial Data Analysis, and then we’ll focus on implementing some of the most common GIS techniques (all the way showing you how to execute these tasks in ArcGIS Desktop).
The stuff you’ll learn from this course will be extremely useful in terms of you being able to implement it on future Spatial Data projects you’ll be working on (in a variety of disciplines from ecology to engineering).
LEARN FROM AN ACTUAL EXPERT IN THIS AREA:
My name is MINERVA SINGH.
I am an Oxford University MPhil (Geography and Environment) graduate.
I recently finished my PhD at Cambridge University (Tropical Ecology and Conservation).
I have SEVERAL YEARS OF EXPERIENCE in analyzing REAL LIFE DATA from different sources in ArcGIS Desktop.
I’ve also published my work in many international peer reviewed journals.
HERE IS HOW MY COURSE IS UNIQUE..
My course is a HANDS ON TRAINING with REAL data.
It’s a step by step course covering both the THEORY & APPLICATION of Spatial Data Analysis.
I teach Practical Stuff that you can learn quickly and start implementing NOW.
This is one of the most comprehensive courses on this topic.
I advise you to take advantage of it & enroll in the course TODAY!
TAKE ACTION TODAY! I will personally support you and ensure your experience with this course is a success. I answer all questions put to me and guide my students when they get stuck.
Please make sure you have access to ArcGIS before enrolling
Who this course is for:
Academics and Researchers
Conservation managers, field ecologists and social scientists
People looking to get started in the field of GIS Analysis
Students of Geography, Environmental Sciences, Geology, Hydrology, Engineering, Earth Sciences and Ecology
People looking to use ArcGIS Desktop in academic or professional settings.
#ArcGIS Desktop For Spatial Analysis: Go From Basic To Pro #udemy #course 95% off !!! #couponcode https://www.udemy.com/arcgis-desktop-for-spatial-analysis-go-from-basic-to-pro/?couponCode=ARCGIS10A
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Project Based Python Programming For Kids & Beginners
Beginners and Kids Can Now Learn Python the Fun and Easy Way
Teach yourself (and your kids) to code fun games, graphics and GUI in Python, the powerful programming language used at tech companies and in academia.
Unlike the other courses and books out there, this course provides a rare opportunity to learn the graphics and UX (User Experience) sides of Python – even as a beginner! Unlike the many other Python courses on Udemy, this course introduces you to this computer language by drawing shapes, coding a simple game, and designing GUIs (Graphic User Interfaces), including a functional GUI for a temperature converter app.
Gain a Firm Foundation in Python GUI Programming
Learn the basics of Python game programming
Craft elegant and useful Python GUIs
Create simple and practical applications in Python
Explore the world of Python graphic design
If you want to learn to code, Python GUIs are the best way to start!
I designed this programming course to be easily understood by absolute beginners and young people. We start with basic Python programming concepts. Reinforce the same by developing games, graphics and GUIs. And finally we will develop a practical temperature converter app using Python.
Why Python?
The Python coding language integrates well with other platforms – and runs on virtually all modern devices. If you’re new to coding, you can easily learn the basics in this fast and powerful coding environment. If you have experience with other computer languages, you’ll find Python simple and straightforward. This OSI-approved open-source language allows free use and distribution – even commercial distribution.
Can You Build a Career with Python?
Absolutely! On average, U.S. Python developers earn $109,000 per year. This powerful and widely-used language could be your or your child's ticket to a better life. With the rigorous grounding you get from this course, you’ll have the knowledge and confidence to step into higher-level Python courses.
How Can You Use Python?
Once you gain a basic knowledge of Python through this course, you can explore a diverse range of programming specialties:
Build Desktop/Laptop GUIs
Design Exciting and Immersive Games
Develop Websites and Apps
Analyze Scientific and Statistical Data
Create Educational Software
Access and Organize Databases
Manage Networks
Who Uses Python?
This course gives you a solid set of skills in one of today’s top programming languages. Today’s biggest companies (and smartest startups) use Python, including Google, Facebook, Instagram, Amazon, IBM, and NASA. Python is increasingly being used for scientific computations and data analysis.
You Can Start Right Away, Without Prior Programming Experience
Detailed instructions have been provided with regards to Python installation and getting started with Microsoft Visual Code, a powerful programming IDLE that will be a valuable tool for your programming journey. Hands-on coding instructions have been provided in the lecture videos to enable you to follow along. Additionally, working code examples have been provided for you to try and modify. Each video will teach you a new practical programming concept that you can apply in real time and quizzes will reinforce your learning.
The instructor is an Oxbridge trained researcher and always available to troubleshoot. You'll also receive an industry recognized Certificate of Completion upon finishing the course.
No Risk: Preview videos from the different sections for FREE, and enjoy a 30-day money-back guarantee when you enroll - zero risk, unlimited payoff!
Sign up for this course today and learn the skills you need to rub shoulders with today’s tech industry giants. Have fun, create and control intriguing and interactive Python GUIs, and enjoy a bright future!
Who this course is for:
Anyone who wants to learn to code
People wanting to program in Python
People interested in gaining hands-on Python skills and actually wanting to work through real life programming projects
People interested in building games and GUIs
Anyone looking to start with Python GUI development
Programming beginners and children who want to create practical applications
Project Based #Python #Programming For #Kids & #Beginners ��90% OFF ! #coupon for UDEMY COURSE https://www.udemy.com/project-based-python-programming-for-kids-beginners/?couponCode=PYTHONLEARN10A
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Applied Statistical Modeling for Data Analysis in R
APPLIED STATISTICAL MODELING FOR DATA ANALYSIS IN R
COMPLETE GUIDE TO STATISTICAL DATA ANALYSIS & VISUALIZATION FOR PRACTICAL APPLICATIONS IN R
Confounded by Confidence Intervals? Pondering Over p-values? Hankering Over Hypothesis Testing?
Hello, My name is Minerva Singh and I am an Oxford University MPhil (Geography and Environment) graduate. I recently finished a PhD at Cambridge University (Tropical Ecology and Conservation).
I have several years of experience in analyzing real life data from different sources using statistical modeling and producing publications for international peer reviewed journals. If you find statistics books & manuals too vague, expensive & not practical, then you’re going to love this course!
I created this course to take you by hand and teach you all the concepts, and take your statistical modeling from basic to an advanced level for practical data analysis.
With this course, I want to help you save time and learn what the arcane statistical concepts have to do with the actual analysis of data and the interpretation of the bespoke results. Frankly, this is the only one course you need to complete in order to get a head start in practical statistical modeling for data analysis using R.
My course has 9.5 hours of lectures and provides a robust foundation to carry out PRACTICAL, real-life statistical data analysis tasks in R, one of the most popular and FREE data analysis frameworks.
GET ACCESS TO A COURSE THAT IS JAM PACKED WITH TONS OF APPLICABLE INFORMATION! AND GET A FREE VIDEO COURSE IN MACHINE LEARNING AS WELL!
This course is your sure-fire way of acquiring the knowledge and statistical data analysis skills that I acquired from the rigorous training I received at 2 of the best universities in the world, perusal of numerous books and publishing statistically rich papers in renowned international journal like PLOS One.
To be more specific, here’s what the course will do for you:
(a) It will take you (even if you have no prior statistical modelling/analysis background) from a basic level to performing some of the most common advanced statistical data analysis tasks in R.
(b) It will equip you to use R for performing the different statistical data analysis and visualization tasks for data modelling.
(c) It will Introduce some of the most important statistical concepts to you in a practical manner such that you can apply these concepts for practical data analysis and interpretation.
(d) You will learn some of the most important statistical modelling concepts from probability distributions to hypothesis testing to regression modelling and multivariate analysis.
(e) You will also be able to decide which statistical modelling techniques are best suited to answer your research questions and applicable to your data and interpret the results.
The course will mostly focus on helping you implement different statistical analysis techniques on your data and interpret the results.
After each video you will learn a new concept or technique which you may apply to your own projects immediately!
TAKE ACTION NOW :) You’ll also have my continuous support when you take this course just to make sure you’re successful with it. If my GUARANTEE is not enough for you, you can ask for a refund within 30 days of your purchase in case you’re not completely satisfied with the course.
TAKE ACTION TODAY! I will personally support you and ensure your experience with this course is a success.
Who this course is for:
People working in any numerate field which requires data analysis
Students of Environmental Science, Ecology, Biology,Conservation and Other Natural Sciences
People with some prior knowledge of the R interface- (a) installing packages (b) reading in csv files
People carrying out observational or experimental studies
Applied #Statistical Modeling for #Data #Analysis in R 95% off #discount #course now on #udemy https://www.udemy.com/applied-statistical-modeling-for-data-analysis-in-r/?couponCode=AUGDISC10
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Complete Data Science Training with Python for Data Analysis
Complete Guide to Practical Data Science with Python: Learn Statistics, Visualization, Machine Learning & More
THIS IS A COMPLETE DATA SCIENCE TRAINING WITH PYTHON FOR DATA ANALYSIS:
It's A Full 12-Hour Python Data Science BootCamp To Help You Learn Statistical Modelling, Data Visualization, Machine Learning & Basic Deep Learning In Python!
HERE IS WHY YOU SHOULD TAKE THIS COURSE:
First of all, this course a complete guide to practical data science using Python...
That means, this course covers ALL the aspects of practical data science and if you take this course alone, you can do away with taking other courses or buying books on Python-based data science.
In this age of big data, companies across the globe use Python to sift through the avalanche of information at their disposal. By storing, filtering, managing, and manipulating data in Python, you can give your company a competitive edge & boost your career to the next level!
THIS IS MY PROMISE TO YOU:
COMPLETE THIS ONE COURSE & BECOME A PRO IN PRACTICAL PYTHON BASED DATA SCIENCE!
But, first things first, My name is MINERVA SINGH and I am an Oxford University MPhil (Geography and Environment), graduate. I recently finished a PhD at Cambridge University (Tropical Ecology and Conservation).
I have several years of experience in analyzing real-life data from different sources using data science-related techniques and producing publications for international peer-reviewed journals.
Over the course of my research, I realized almost all the Python data science courses and books out there do not account for the multidimensional nature of the topic and use data science interchangeably with machine learning...
This gives the student an incomplete knowledge of the subject. This course will give you a robust grounding in all aspects of data science, from statistical modelling to visualization to machine learning.
Unlike other Python instructors, I dig deep into the statistical modelling features of Python and gives you a one-of-a-kind grounding in Python Data Science!
You will go all the way from carrying out simple visualizations and data explorations to statistical analysis to machine learning to finally implementing simple deep learning-based models using Python
DISCOVER 12 COMPLETE SECTIONS ADDRESSING EVERY ASPECT OF PYTHON DATA SCIENCE (INCLUDING):
• A full introduction to Python Data Science and powerful Python driven framework for data science, Anaconda • Getting started with Jupyter notebooks for implementing data science techniques in Python • A comprehensive presentation about basic analytical tools- Numpy Arrays, Operations, Arithmetic, Equation-solving, Matrices, Vectors, Broadcasting, etc. • Data Structures and Reading in Pandas, including CSV, Excel, JSON, HTML data • How to Pre-Process and “Wrangle” your Python data by removing NAs/No data, handling conditional data, grouping by attributes, etc. • Creating data visualizations like histograms, boxplots, scatterplots, bar plots, pie/line charts, and more! • Statistical analysis, statistical inference, and the relationships between variables • Machine Learning, Supervised Learning, Unsupervised Learning in Python • You’ll even discover how to create artificial neural networks and deep learning structures...& MUCH MORE!
With this course, you’ll have the keys to the entire Python Data Science kingdom!
NO PRIOR PYTHON OR STATISTICS/MACHINE LEARNING KNOWLEDGE IS REQUIRED:
You’ll start by absorbing the most valuable Python Data Science basics and techniques...
I use easy-to-understand, hands-on methods to simplify and address even the most difficult concepts in Python.
My course will help you implement the methods using real data obtained from different sources. Many courses use made-up data that does not empower students to implement Python-based data science in real life.
After taking this course, you’ll easily use packages like Numpy, Pandas, and Matplotlib to work with real data in Python.
You’ll even understand deep concepts like statistical modelling in Python’s Statsmodels package and the difference between statistics and machine learning (including hands-on techniques).
I will even introduce you to deep learning and neural networks using the powerful H2o framework!
With this Powerful All-In-One Python Data Science course, you’ll know it all: visualization, stats, machine learning, data mining, and deep learning!
The underlying motivation for the course is to ensure you can apply Python-based data science on real data and put into practice today. Start analyzing data for your own projects, whatever your skill level and IMPRESS your potential employers with actual examples of your data science abilities.
HERE IS WHAT THIS COURSE WILL DO FOR YOU:
This course is your one shot way of acquiring the knowledge of statistical data analysis skills that I acquired from the rigorous training received at two of the best universities in the world, a perusal of numerous books and publishing statistically rich papers in renowned international journal like PLOS One.
This course will:
(a) Take students without a prior Python and/or statistics background from a basic level to performing some of the most common advanced data science techniques using the powerful Python-based Jupyter notebooks.
(b) Equip students to use Python for performing different statistical data analysis and visualization tasks for data modelling.
(c) Introduce some of the most important statistical and machine learning concepts to students in a practical manner such that students can apply these concepts for practical data analysis and interpretation.
(d) Students will get a strong background in some of the most important data science techniques.
(e) Students will be able to decide which data science techniques are best suited to answer their research questions and applicable to their data and interpret the results.
It is a practical, hands-on course, i.e. we will spend some time dealing with some of the theoretical concepts related to data science. However, the majority of the course will focus on implementing different techniques on real data and interpret the results. After each video, you will learn a new concept or technique which you may apply to your own projects.
JOIN THE COURSE NOW!
#data #analysis #python #anaconda #analytics
Who this course is for:
Anyone Who Wishes To Learn Practical Data Science Using Python
Anyone Interested In Learning How To Implement Machine Learning Algorithms Using Python
People Looking To Get Started In Deep Learning Using Python
People Looking To Work With Real Life Data In Python
Anyone With A Prior Knowledge Of Python Looking To Branch Out Into Data Analysis
Anyone Looking To Become Proficient In Exploratory Data Analysis, Statistical Modelling & Visualizations Using iPython.
Complete Data #Science Training with #Python for #Data Analysis Online #course now 95% discounted check #coupon https://www.udemy.com/complete-data-science-training-with-python-for-data-analysis/?couponCode=PYTHON_DS10
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Text Mining and Natural Language Processing in R
Do You Want to Gain an Edge by Gleaning Novel Insights from Social Media?
Do You Want to Harness the Power of Unstructured Text and Social Media to Predict Trends?
Over the past decade there has been an explosion in social media sites and now sites like Facebook and Twitter are used for everything from sharing information to distributing news. Social media both captures and sets trends. Mining unstructured text data and social media is the latest frontier of machine learning and data science.
LEARN FROM AN EXPERT DATA SCIENTIST WITH +5 YEARS OF EXPERIENCE:
My name is Minerva Singh and I am an Oxford University MPhil (Geography and Environment) graduate. I recently finished a PhD at Cambridge University (Tropical Ecology and Conservation). I have several years of experience in analyzing real life data from different sources using data science related techniques and producing publications for international peer reviewed journals. Unlike other courses out there, which focus on theory and outdated methods, this course will teach you practical techniques to harness the power of both text data and social media to build powerful predictive models. We will cover web-scraping, text mining and natural language processing along with mining social media sites like Twitter and Facebook for text data. Additionally you will learn to apply both exploratory data analysis and machine learning techniques to gain actionable insights from text and social media data .
TAKE YOUR DATA SCIENCE CAREER TO THE NEXT LEVEL
BECOME AN EXPERT IN TEXT MINING & NATURAL LANGUAGE PROCESSING :
My course will help you implement the methods using real data obtained from different sources. Many courses use made-up data that does not empower students to implement R based data science in real life. After taking this course, you’ll easily use packages like caret, dplyr to work with real data in R. You will also learn to use the common social media mining and natural language processing packages to extract insights from text data. I will even introduce you to some very important practical case studies - such as identifying important words in a text and predicting movie sentiments based on textual reviews. You will also extract tweets pertaining to trending topics and analyze their underlying sentiments and identify topics with Latent Dirichlet allocation. With this Powerful course, you’ll know it all: extracting text data from websites, extracting data from social media sites and carrying out analysis of these using visualization, stats, machine learning, and deep learning!
Start analyzing data for your own projects, whatever your skill level and Impress your potential employers with actual examples of your data science projects.
HERE IS WHAT YOU WILL GET:
Web-Scraping using R
Extracting text data from Twitter and Facebook using APIs
Extract and clean data from the FourSquare app
Exploratory data analysis of textual data
Common Natural Language Processing techniques such as sentiment analysis and topic modelling
Implement machine learning techniques such as clustering, regression and classification on textual data
Network analysis
Data Structures and Reading in R, including CSV, Excel, JSON, HTML data.
Plus you will apply your newly gained skills and complete a practical text analysis assignment
We will spend some time dealing with some of the theoretical concepts. However, majority of the course will focus on implementing different techniques on real data and interpret the results.
After each video you will learn a new concept or technique which you may apply to your own projects.
All the data and code used in the course has been made available free of charge and you can use it as you like. You will also have access to additional lectures that are added in the future for FREE.
JOIN THE COURSE NOW!
Who this course is for:
People who wish to learn practical text mining and natural language processing
People with prior experience of using RStudio
People with some prior experience of implementing machine learning techniques in R
People who were previously enrolled for my Data Science:Data Mining and Natural Language Processing course
People who wish to derive insights from textual and social media data.
94% off !!! #udemy #course Text #Mining and Natural #Language Processing in R Hands-On Text Mining and Natural Language Processing (NLP) Training for Data Science Applications in R #couponcode https://www.udemy.com/text-mining-and-natural-language-processing-in-r/?couponCode=TEXTMINING_DISC1
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Applied Statistical Modeling for Data Analysis in R
APPLIED STATISTICAL MODELING FOR DATA ANALYSIS IN R
COMPLETE GUIDE TO STATISTICAL DATA ANALYSIS & VISUALIZATION FOR PRACTICAL APPLICATIONS IN R
Confounded by Confidence Intervals? Pondering Over p-values? Hankering Over Hypothesis Testing?
Hello, My name is Minerva Singh and I am an Oxford University MPhil (Geography and Environment) graduate. I recently finished a PhD at Cambridge University (Tropical Ecology and Conservation).
I have several years of experience in analyzing real life data from different sources using statistical modeling and producing publications for international peer reviewed journals. If you find statistics books & manuals too vague, expensive & not practical, then you’re going to love this course!
I created this course to take you by hand and teach you all the concepts, and take your statistical modeling from basic to an advanced level for practical data analysis.
With this course, I want to help you save time and learn what the arcane statistical concepts have to do with the actual analysis of data and the interpretation of the bespoke results. Frankly, this is the only one course you need to complete in order to get a head start in practical statistical modeling for data analysis using R.
My course has 9.5 hours of lectures and provides a robust foundation to carry out PRACTICAL, real-life statistical data analysis tasks in R, one of the most popular and FREE data analysis frameworks.
GET ACCESS TO A COURSE THAT IS JAM PACKED WITH TONS OF APPLICABLE INFORMATION! AND GET A FREE VIDEO COURSE IN MACHINE LEARNING AS WELL!
This course is your sure-fire way of acquiring the knowledge and statistical data analysis skills that I acquired from the rigorous training I received at 2 of the best universities in the world, perusal of numerous books and publishing statistically rich papers in renowned international journal like PLOS One.
To be more specific, here’s what the course will do for you:
(a) It will take you (even if you have no prior statistical modelling/analysis background) from a basic level to performing some of the most common advanced statistical data analysis tasks in R.
(b) It will equip you to use R for performing the different statistical data analysis and visualization tasks for data modelling.
(c) It will Introduce some of the most important statistical concepts to you in a practical manner such that you can apply these concepts for practical data analysis and interpretation.
(d) You will learn some of the most important statistical modelling concepts from probability distributions to hypothesis testing to regression modelling and multivariate analysis.
(e) You will also be able to decide which statistical modelling techniques are best suited to answer your research questions and applicable to your data and interpret the results.
The course will mostly focus on helping you implement different statistical analysis techniques on your data and interpret the results.
After each video you will learn a new concept or technique which you may apply to your own projects immediately!
TAKE ACTION NOW :) You’ll also have my continuous support when you take this course just to make sure you’re successful with it. If my GUARANTEE is not enough for you, you can ask for a refund within 30 days of your purchase in case you’re not completely satisfied with the course.
TAKE ACTION TODAY! I will personally support you and ensure your experience with this course is a success.
Who this course is for:
People working in any numerate field which requires data analysis
Students of Environmental Science, Ecology, Biology,Conservation and Other Natural Sciences
People with some prior knowledge of the R interface- (a) installing packages (b) reading in csv files
People carrying out observational or experimental studies.
95% off !! Applied Statistical Modeling for Data Analysis in R #udemy course online #couponcode https://www.udemy.com/applied-statistical-modeling-for-data-analysis-in-r/?couponCode=AUGDISC10
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Data Science:Data Mining & Natural Language Processing in R
MASTER DATA SCIENCE, TEXT MINING AND NATURAL LANGUAGE PROCESSING IN R:
Learn to carry out pre-processing, visualization and machine learning tasks such as: clustering, classification and regression in R. You will be able to mine insights from text data and Twitter to give yourself & your company a competitive edge.
LEARN FROM AN EXPERT DATA SCIENTIST WITH +5 YEARS OF EXPERIENCE:
My name is Minerva Singh and I am an Oxford University MPhil (Geography and Environment) graduate. I recently finished a PhD at Cambridge University (Tropical Ecology and Conservation). I have several years of experience in analyzing real life data from different sources using data science related techniques and producing publications for international peer reviewed journals. Over the course of my research I realized almost all the R data science courses and books out there do not account for the multidimensional nature of the topic and use data science interchangeably with machine learning. This gives students an incomplete knowledge of the subject. Unlike other courses out there, we are not going to stop at machine learning. We will also cover data mining, web-scraping, text mining and natural language processing along with mining social media sites like Twitter and Facebook for text data.
NO PRIOR R OR STATISTICS/MACHINE LEARNING KNOWLEDGE IS REQUIRED:
You’ll start by absorbing the most valuable R Data Science basics and techniques. I use easy-to-understand, hands-on methods to simplify and address even the most difficult concepts in R. My course will help you implement the methods using real data obtained from different sources. Many courses use made-up data that does not empower students to implement R based data science in real life. After taking this course, you’ll easily use packages like caret, dplyr to work with real data in R. You will also learn to use the common NLP packages to extract insights from text data. I will even introduce you to some very important practical case studies - such as detecting loan repayment and tumor detection using machine learning. You will also extract tweets pertaining to trending topics and analyze their underlying sentiments and identify topics with Latent Dirichlet allocation. With this Powerful All-In-One R Data Science course, you’ll know it all: visualization, stats, machine learning, data mining, and neural networks!
The underlying motivation for the course is to ensure you can apply R based data science on real data into practice today. Start analyzing data for your own projects, whatever your skill level and Impress your potential employers with actual examples of your data science projects.
HERE IS WHAT YOU WILL GET:
(a) This course will take you from a basic level to performing some of the most common advanced data science techniques using the powerful R based tools.
(b) Equip you to use R to perform the different exploratory and visualization tasks for data modelling.
(c) Introduce you to some of the most important machine learning concepts in a practical manner such that you can apply these concepts for practical data analysis and interpretation. (d) You will get a strong understanding of some of the most important data mining, text mining and natural language processing techniques.
(e) & You will be able to decide which data science techniques are best suited to answer your research questions and applicable to your data and interpret the results.
More Specifically, here's what's covered in the course:
Getting started with R, R Studio and Rattle for implementing different data science techniques
Data Structures and Reading in Pandas, including CSV, Excel, JSON, HTML data.
How to Pre-Process and “Wrangle” your R data by removing NAs/No data, handling conditional data, grouping by attributes..etc
Creating data visualizations like histograms, boxplots, scatterplots, barplots, pie/line charts, and MORE
Statistical analysis, statistical inference, and the relationships between variables.
Machine Learning, Supervised Learning, & Unsupervised Learning in R
Neural Networks for Classification and Regression
Web-Scraping using R
Extracting text data from Twitter and Facebook using APIs
Text mining
Common Natural Language Processing techniques such as sentiment analysis and topic modelling
We will spend some time dealing with some of the theoretical concepts related to data science. However, majority of the course will focus on implementing different techniques on real data and interpret the results.
After each video you will learn a new concept or technique which you may apply to your own projects.
All the data and code used in the course has been made available free of charge and you can use it as you like. You will also have access to additional lectures that are added in the future for FREE.
JOIN THE COURSE NOW!
Who this course is for:
Students wishing to learn practical data science and machine learning in R
Students wishing to learn the underlying theory and application of data mining in R
Students interested in obtaining/mining data from sources such as Twiter
Students interested in pre-processing and visualizing real life data
Students wishing to analyze and derive insights from text data
Students interested in learning basic text mining and Natural Language Processing (NLP) in R.
94% off !!! #udemy #course for #Data #Science :Data Mining & Natural Language Processing in R Harness the Power of Machine Learning in R for Data/Text Mining, & Natural Language Processing with Practical Examples #coupon #deal https://www.udemy.com/data-science-datamining-natural-language-processing-in-r/?couponCode=DATAMINE1
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50% off suction cup dog toy
Deal details:
Product: 50% off suction cup dog toy Original price:$14.99 After code Price : $7.5 code:B2QIPIFO Save:50% off Expiry date:2020-08-31 23:59PDT Link: https://amzn.to/39BdKe9
DOOGYEE Suction Cup Dog Toy,Durable Pet Molar Bite Toy,Multifunctional Interactive Ropes Toys,Self-Playing Rubber Chew Ball Toy with Suction Cup for Chewing, Teeth Cleaning, Suitable for Dog and Cat
MULTIFUNCTIONAL INTERACTIVE TOY🐶 DOOGYEE Multifunctional Dog Molar Bite Toy is not only a self-playing rubber ball, but also can be a teeth cleaning tool. Keep your pets' tooth clean and freshen their breath. What's more, it can be a good dog toys for boredom,encourage the dogs and cats to do more exercises and prevent them from becoming obese and have a healthy body.
🐶POWERFUL SUCTION CUP🐶 DOOGYEE pet chew ball toy is equit with the upgraded suction cup.compared with other similar products,DOOGYEE chew toys can be fixed at the tile, glass, doors & flat surfaces. Even if the pet pulls hard, it won't move.
🐶PREMIUM QUALITY MATERIAL🐶 DOOGYEE Multifunctional Interactive Ball Ropes Toy is made of healthy, non-toxic materials --- food-grade TPR, odorless, soft rubber, safe and harmless to your lovely pet. It’s also attractive for your pets with a bright look,ensures high visibility for pets and pet parents.
🐶DURABLE & USING TIPS🐶 DOOGYEE Pet molar bite toy is made of high-quality TPR rubber, which has good bouncy and bite-resistant performance. Even if it is bitten for a long time, it won't broken.Put it on the smooth surface to fix it firmly. and also conduct your dog to bite the ball rather than the rope. This dog tug toy is particularly suitable more for small puppies and medium size dogs. Large dogs above 18KG are not recommended.
🐶EXCELLENT CUSTOMERS SERVICE 🐶 DOOGYEE is a professional pet supplies brand, If you still have questions after your purchase, please contact us by e-mail. we will help you to solve problems at any time.
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50% off suction cup dog toy
Deal Details:
Product: 50% off suction cup dog toy Original price:$11.99 After code Price : $5.99 code:POP5WUDO Save:50% off Expiry date:2020-08-31 23:59PDT Link: https://amzn.to/39Dn5lv
DOOGYEE Pet Toys Made of Rope,Durable Pet Molar Bite Toy,Multifunctional Interactive Ropes Toys,Self-Playing Rubber Chew Ball Toy with Suction Cup for Chewing, Teeth Cleaning, Suitable for Dogs.
MULTIFUNCTIONAL INTERACTIVE TOY🐶 DOOGYEE Multifunctional Dog Molar Bite Toy is not only a self-playing rubber ball, but also can be a teeth cleaning tool. Keep your pets' tooth clean and freshen their breath. What's more, it can be a good dog toys for boredom,encourage the dogs and cats to do more exercises and prevent them from becoming obese and have a healthy body.
🐶POWERFUL SUCTION CUP🐶 DOOGYEE pet chew ball toy is equit with the upgraded suction cup.compared with other similar products,DOOGYEE chew toys can be fixed at the tile, glass, doors & flat surfaces. Even if the pet pulls hard, it won't move.
🐶PREMIUM QUALITY MATERIAL🐶 DOOGYEE Multifunctional Interactive Ball Ropes Toy is made of healthy, non-toxic materials --- food-grade TPR, odorless, soft rubber, safe and harmless to your lovely pet. It’s also attractive for your pets with a bright look,ensures high visibility for pets and pet parents.
🐶DURABLE & USING TIPS🐶 DOOGYEE Pet molar bite toy is made of high-quality TPR rubber, which has good bouncy and bite-resistant performance. Even if it is bitten for a long time, it won't broken.Put it on the smooth surface to fix it firmly. and also conduct your dog to bite the ball rather than the rope. This dog tug toy is particularly suitable more for small puppies and medium size dogs. Large dogs above 40 lbs are not recommended.
🐶EXCELLENT CUSTOMERS SERVICE 🐶 DOOGYEE is a professional pet supplies brand, If you still have questions after your purchase, please contact us by e-mail. we will help you to solve problems at any time.
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50% off Fish Tank Decorations
Deal details:
Product: 50% off Fish Tank Decorations Original price:$10.59 After code Price : $5.3 code:T6TVCF3Z Save:50% off Expiry date:2020-08-31 23:59PDT Link: https://amzn.to/3fbJTd8
HANDS Fish Tank Decorations,Glow Artificial Mushroom,Silicone Fish Tank Plants for Aquarium Ornaments
DECORATE YOUR FISH TANK: The Aquarium Decorations is made of soft silicone to look extremely realistic and natural,bringing a fantastic sea world landscape for your fish tank.
🐠UPGRADED MATERIAL: This glow aquarium plants is Made of Eco-friendly silicone and resin material, nontoxic, odorless and durable. It is safe for fish and suitable for fresh or salt water environments
🐠EASY TO INSTALL AND REMOVE: Tied by a thin invisible line and a powerful suction cup. Simply apply the fish tank ornament to the tank wall or bottom; It can stand stable in the fish tank,installation is so quick and easy even children can do it
🐠LONE DURABLE GLOWING: as shown in the figure,This Glowing Mushroom Decorations can glow durablely under the irradiation of light in the fish tank. We recommend blue light or white light or purple light to get better effect
🐠SIZE: 5.5" length x 5.5" width, Weight:2.75 OZ, Suitable for all sizes of fish tank from 5 gallons to 55 gallons,.HANDS aims to provide the best service to our customers, please buy it with confidence
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50% off Flopping Fish Cat Toy
Deal Details:
Product: 50% off Flopping Fish Cat Toy Original price:$12.99 After code Price : $6.5 code:DWU2QVDF Save:50% off Expiry date:2020-08-31 23:59PDT Link: https://amzn.to/3327RW1
DOOGYEE Flopping Fish Cat Toy, Interactive Fish Toy, Flopping Fish for Cats, Electric Fish Cat Toy, Simulation Realistic Electric Doll Fish,Interactive Cat Toys for Indoor Cats,Toys for Cat Exercise
Flopping fish cat toy】:When your cat touches this fish toy, it will wag automatically and make sound attracted the cat's attention, which stimulates cat hunting instincts ,keeping cats physically fit and mentally active.
【Flopping fish for cats】: The vivid moving fish toy looks like a real fish, an eye-catcher for cats, get your cat's attention at any time, alleviating boredom and loneliness when you are away from home.
【Infused Catnips】: Most cats can get excited and happy at the smell of catnips. Catnips could relieve your kitty of depression and stress.
【Safe & Durable Materials】:Made of cotton and short plush,Perfect for biting,chewing and kicking.
【USB Chargeable】:This toy is USB chargeable. USB cable is included in the package. The infused chargeable motor is detachable for convenient cleaning of the plush toy.
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60% off 5-Pack 5 Gallon Grow Bags
Deal Details:
Product: 60% off 5-Pack 5 Gallon Grow Bags Original price:$16.99 After code Price : $6.8 code:CHKBZ3DN Save:60% off Expiry date:2020-8-15 23:59PDT Link: https://amzn.to/3g90oZ2
DOOGYEE 5-Pack 5 Gallon Grow Bags Heavy Duty Thickened Fabric Planting Pots with Strap Handles for Potato/Plant Growing (Grey)
Premium Quality Fabric】Made of 280G thickened nonwoven fabric which is fairly permeable,environmental-friendly and heavy duty & durable, wear-resisting, highly tear resistant, easy to clean, can be used repeatedly.
【Science Design for Plants Grow】DOOGYEE grow bags provide excellent aeration and good air permeability, can offer enough space for roots to breath and effectively avoid root swirling, promote a healthy root ball.
【Excellent Drainage】DOOGYEE planter bags offer excellent drainage. No holes required. Drainage and aeration allows the plant roots to grow well.
【Conveniently move and storage】No worries moving your planting pots around. The handles are double thick and double stitched to the bag,for easy movement , indoor or outdoor use and easy to fold for storage.
【5-pack grow bags】5 Gallon grow bags with large capacity allows you to grow whatever you want 7 Gallon capacity: 11.8" Diameter 9.8" Height
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60% off 26ft Retractable Dog Leash
Deal Details:
Product: 60% off 26ft Retractable Dog Leash Original price:$21.99 After code Price : $8.9 code:PPH2L3V2 Save:60% off Expiry date:2020-08-31 23:59PDT Link: https://amzn.to/2OWbZPc
HANDS 26ft Retractable Leash for Large Dogs,Upgraded 360° Tangle-Free Extendable Dog Leash Up to 66lbs, Strong & Durable Reflective Nylon Cord,Anti-Slip Rubberized Handle,1-Handed Brake,Pause,Lock.
Large Retractable Dog Leash🐶 Retractable Dog Leash nylon tape extends up to 26 ft, Give your dog more freedom.The use of nylon tape material provided by the supplier of automotive safety belts ,strong and durable, No noise design made for daily use.
🐶Premium Material & Durable🐶HANDS Retractable Dog Leash is made of solid ABS plastic case and strengthen Anti-bite nylon rope with a 360° Tangle-Free chrome-plated snap hook reinforced at the joint . This means toughness to control dogs under 66 pounds and durability to withstand daily use.
🐶Safe Reflective At Night🐶HANDS dog walking leash is Specially Designed Round rope + Highly reflective ribbon to keep you and your dog visible and safe during evening or early morning jogs or hike, suitable for crossing a road, meeting other dogs at the dog park and walking through crowded areas.
🐶Easy To Grab And Control🐶Super comfortable and anti-slip Rubberized HANDLE, combined with high quality no rust and stagnation locking system,Suitable for long time grab,aims to let you easily enjoy the dog walking while furry friend enjoys enough freedom under your control.
🐶Buy Risk Free🐶We’ve got your back with a 100% satisfaction guarantee. Not happy with this retractable dog leash? Just reach out to us and we’ll do all we can to make it right. Click ‘Add TO CART’ NOW and experience the difference that real quality makes.
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50% off 5-Pack 7 Gallon Grow Bags
Deal Details:
Product: 50% off 5-Pack 7 Gallon Grow Bags Original price:$18.99 After code Price : $9.5 code:BPDOHILW Save:50% off Expiry date:2020-8-15 23:59 PDT Link: https://amzn.to/32TveRG
DOOGYEE 5-Pack 7 Gallon Grow Bags Heavy Duty Thickened Fabric Planting Pots with Strap Handles for Potato/Plant Growing (Grey)
Premium Quality Fabric】Made of 280G thickened nonwoven fabric which is fairly permeable,environmental-friendly and heavy duty & durable, wear-resisting, highly tear resistant, easy to clean, can be used repeatedly.
【Science Design for Plants Grow】DOOGYEE grow bags provide excellent aeration and good air permeability, can offer enough space for roots to breath and effectively avoid root swirling, promote a healthy root ball.
【Excellent Drainage】DOOGYEE planter bags offer excellent drainage. No holes required. Drainage and aeration allows the plant roots to grow well.
【Conveniently move and storage】No worries moving your planting pots around. The handles are double thick and double stitched to the bag,for easy movement , indoor or outdoor use and easy to fold for storage.
【5-pack grow bags】7 Gallon grow bags with large capacity allows you to grow whatever you want 7 Gallon capacity: 13.8" Diameter 11.8" Height
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