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The Complete Supervised Machine Learning Models in Python

The Complete Supervised Machine Learning Models in Python
Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 44100 Hz, 2ch | Size: 5.46 GB
Genre: eLearning Video | Duration: 11 hours | Language: English

Learn the Intuition and Math behind Every Model



What you'll learn

Learn Complete Supervised Machine Learning Models in Python
Learn the Math behind every Machine Learning Model
Learn the Intuition of each Model
Learn to make simple and GUI Based Templates
Learn to choose the best Machine Learning Model for a specific problem

Requirements

Basics of Python

Description

In this course, you are going to learn all types of Supervised Machine Learning Models implemented in Python. The Math behind every model is very important. Without it, you can never become a Good Data Scientist. That is the reason, I have covered the Math behind every model in the intuition part of each Model.

Implementation in Python is done in such a way so that not only you learn how to implement a specific Model in Python but you learn how to build real times templates and find the accuracy rate of Models so that you can easily test different models on a specific problem, find the accuracy rates and then choose the one which give you the highest accuracy rate.

I am looking forward to see you in the course..

Best

Who this course is for:

Anyone who wants to learn Supervised Machine Learning Models
Anyone who wants to learn the Math behind Machine Learning Models
Anyone curious about Data Science

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Ken Currington - Liberation Training

Ken Currington - Liberation Training
MP4 | Video: 1280x720 | Audio: AAC, 44.1Khz , 2ch | Duration: 1h 30 min | Language: English | 5.8 GB

Discover the simplest most Powerful Tool to Create the Life You Dream
Are you ready for Liberation?

Have you ever wished that you had a powerful tool that could simply unlock the money game?

Liberation Training is a proven Step-by-Step video course that will allow you to cast this spell and create a powerful connection Money forever. In this video series you will learn from Ken Currington, Masters Psychology, how to do a simple yoga technique call Liberation Technique.

Guided Visual Meditation
Professional Videos and Instruction
Access 7 steps of Liberation
Lifetime access to program
After spending years teaching the rich and famous at a private Yoga retreat in Malibu California Ken began to see that there is a way to apply Yoga to Money. After refining the Liberation Technique for 8 years, the Liberation Equation was born!!! A simple yet deeply powerful way to unlock the money game forever.

And now you have the opportunity to experience the entire Liberation Technique.

If you are not absolutely blown away with this powerful tool simply return with the 100% money back guarantee.

Who this course is for:
if you find yourself constantly confronted with conflict in your life you should take this course
if you are ready to find a deeper understanding of who you truly are you should take this coures
if you are not willing to commit to at least 5 minutes a day to a simple, yet powerful meditation technique than this course may NOT be for you
if you are ready for a truly powerful technology and technique that is going to change your life, than this course is for you.


What you'll learn
You will be able to connect to a deeper part of whole they truly are, called "the source".
You will learn and use a simple, yet very powerful meditation tool to quickly connect to a deeper self.
You will be able to apply the Liberation Equation to any conflict life challenges you with and gain power from these conflicts.
You will see how you can benefit from conflicts to gain a better sense of who you truly are.

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Madcam Marketing 2.0 by Brian Bewer

Brian Bewer - Madcam Marketing 2.0 | 29.42 GB​

Leverage Free Traffic & Sell Anything with Content Marketing - taught by Brian Brewer

This Powerful Strategy Works With Everything...
- Dropshipping
- Print On Demand
- Amazon FBA
- Agencies
- Info Products
- Physical Products
- Coaching
- Ecommerce
- ...Anything

Course Curriculum
Welcome to Madcam Marketing 2.0
- Introducing Madcam Marketing 2.0 - Growing Your Audience & Building Your Brand
- The 30,000 Foot View of Madcam Marketing 2.0 - Introducing the "ABC Content Funnel"

Choosing Your Profitable Niche
- Why Choosing A Niche In Line With Your Passion or Interests Is Paramount
- The 3 Evergreen Niches and Positioning Your Brand
- 75 Profitable Niche Ideas
- Niche Selection Flowchart (Validating Your Idea)
Creating Your Brand
- Developing Your Brand
- Pinpointing Your USP
Understanding the ABC Content Strategy & Leveraging Growth
- Using "A" Content to Drive Sales & Earn Affiliate Commissions
- Leveraging "B" and "C" Content to Achieve Maximum Growth
- How to Avoid Being A Bad Marketer and The Importance of "B" Content
- The ABC Content Funnel
Leveraging Quora to Jumpstart Your Audience Growth
- The Perfect Profile
- Structuring Your Answers for Maximum Returns
- Choosing The Best Questions and Promoting Your YouTube Channel
Growing Your Audience From Scratch w/ Facebook
- Your Facebook Brand Page
- Creating Your Facebook Group (Developing Your Community)
- Growth-hacking Your Audience Organically (i.e. For Free)
- Inviting New Members (Tips & Tricks to Grow Your Audience Faster)
- The "Hidden" Benefit of Facebook Likes
- Growing Faster on Facebook with Ads (*Optional)
Growing Your Audience From Scratch w/ YouTube
- Why You Must Be On YouTube in 2018
- The Truth About YouTube
- YouTube Video Checklist - Setting Up Your Videos for Success
- YouTube Keyword Research - Planning Your Strategic Attack for Faster Growth
- Final Thoughts on Building Your Audience
Creating Your Brand's Website & Capturing Email Leads
- Creating An Affordable Professional Website Quickly & Easily
- Collecting Emails with MailChimp (Free & Beginner Friendly)
- The Best Way To Acquire Targeted Leads/Prospects From YouTube

**Bonus #1** Quick Start - Free Traffic & Fast Commissions
- Little Known Source That Has Generated More Than 28,000 Free Leads & 10's of Thousands in Affiliate Commissions
**Bonus #2** Building A Bridge Business (Quit Your Job In 30 Days by Starting an "Easy Agency")
- What's A Bridge Business and Why Do You Need One
- How To Find Your Perfect Clients by Searching Google
- Leveraging Existing Traffic and Increasing Conversions For Free
- Easily Upgrade Your Client's Website in 10 Minutes or Less
- The 7x to 11x Facebook Ad that Drives Business
- How To Run High Converting Re-Targeting Ads for Your Clients
- Building A List of Highly Targeted Prospects Starts With the Facebook Pixel
- Building the Audience and Launching the Ad

HOmepage:

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Fitness CEO's - Tanner Chidester Coaching

Tanner Chidester - Fitness CEO | 12.26 GB ​

Discover! How Any Beginner, Amateur And Even Semi Professional Personal Trainer Can Grow
Their Fitness Business To 7 Figures In As Little As 12 Months With No Prior Experience

Strategy Session To Unleash Tanner's Little Known Secrets That Exploded His Fitness Business To 7 Figures In just 12 months, So You Can Too
Anyone Who Wants To Create A Wildly Profitable Fitness Business, Charge Higher Fees, and crush their competition
Do you want amazing results?
Do you want a 2 comma fitness business?
Are you sick and tired of Inconsistency?
Do you want to charge more for your packages?
And do you want to achieve all of this quickly?

HOmepage:

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AutoCAD Electrical Advanced and Comprehensive Training (Updated)

AutoCAD Electrical Advanced and Comprehensive Training (Updated)
Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 48000 Hz, 2ch | Size: 5.34 GB
Genre: eLearning Video | Duration: 14 hours | Language: English

Mastering Electrical Circuits in AutoCAD



What you'll learn

Circuit Drawings for any Building
Electrical Interface in AutoCAD
Electrical Symbols in AutoCAD
Circuit Drawings for any Electrical Appliance

Requirements

Laptop or PC with AutoCAD Electrical installed

Description

AutoCAD Electrical

• Difference between CAD and CADE (CAD Electrical):-

Tells about the basic advantages of AutoCAD electrical over normal CAD.

• Different types of wires and wire layers:-

This session is the first step for an electrical engineer to get into ACADE.

• Inserting components from CAD library:-

Must know function to set component scale and rotation angle.

• Source and destination arrows:-

This is one of the most useful features in AutoCAD Electrical, which enables to do easy wire cross referencing (From and To).

• Creating intelligent title blocks with ladder cross referencing:-

Many times people do manual editing in each title block individually and with thorough understanding in "title block" function within ACADE one can do the changes in all sheets in one go.

• Component and source destination arrow cross referencing:-

In electrical circuits we use parent and child components (eg. Coil and Contacts of a relay) in different parts of a project. In order to study and read one circuit it is always necessary to trace the locations of all the parts of one component. This automatic cross referencing is another major advantage of ACADE.

• Project Manager functions:-

Managing a project in proper way is as important as creating a set of drawings. This skill makes you a perfect professional design engineer.

• How to create new symbols and user circuits:-

The more and more you use ACADE, you may require more components and circuits which is not there in the standard CAD library. By creating new standard user circuits and symbols you will become master of this art.

• NEMA and IEC electrical circuit:-

These are the two major standards which normally use to design electrical circuits. In this session we will use both the standards to design the same circuit and will spot the difference.

Finally we will do one sample project covering Single Line Diagram, Panel Layouts, Cable tray layouts, Room layouts, Schematic (Wiring) diagram and generating Bill of Materials.

7. Ladders
A) Basic Ladders
B) Inserting Components in Ladders
C) Ladders for Title Block

8. Symbol Builder
A) Adding Attributes
B) Creating New Components

9. Title Blocks
A) Adding Attributes
B) Making Blocks
C) Creating Standard Title Blocks

10. Customizing Title Blocks
A) Different types of Title Blocks
B) Creating Title blocks with different X & Y Axis

11. Incomer & Drive Panel (PRACTICAL)
A) Single Line Diagram Concept
B) Creating Schematic from SLD
C) Schematic of Main Incomer Panel
D) Schematic of Drive Panel

12. Drive With Bypass (PRACTICAL)
A) Schematic of Drive With Bypass

13. Control Circuits
B) Inserting Ladders
C) Inserting Components in Ladders
D) Cross Reference

14. PLC Modules (Part 1-3)
A) Inserting PLC Modules
B) Connecting Wires to Modules
C) Selecting Modules from Catalogue

15. Basic Panel Layout
A) Basic Concept of Layout
B) Creating internal Layouts manually
C) Creating Side View from Front View

16. ACADE Panel Layout
A) Panel Layout TAB
B) Footprint from Schematic
C) Terminal Strips from Schematic
D) Bill of Materials from footprint

17. Recap Session
A) Project Manager
B) JIC and IEC Directory Settings
C) IEC Schematic
D) Converting JIC projects into IEC
E) Wires and Wire Numbering
F) Components and Cross Referencing
G) Source and Destination Arrows
H) Inserting Images in Customized Title Blocks
I) Project Wide Utilities
J) Other Commands at a Glance

Who this course is for:

Graduate in Engineering esp. Electrical and Electronics
Diploma holder in Engineering
Draftsman for Electrical Appliances

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Docker Certified Associate 2020 (Updated)

Docker Certified Associate 2020 (Updated)
Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 44100 Hz, 2ch | Size: 7.87 GB
Genre: eLearning Video | Duration: 12 hours | Language: English

Master Course to prepare for Docker Certified Associate certification



What you'll learn

Strong Fundamentals of Docker
Orchestration with Docker Swarm
Docker Security
Docker Networking, Storage & Image Management

Requirements

This course starts from scratch hence no pre-assumption is made.

Description

This course is specifically designed for the aspirants who intend to give the "Docker Certified Associate" certification as well as for those who intend to gain strong foundation on Dockers.

The course is designed from absolute scratch which makes it a go-to course for any individual who are new to the field of Dockers and Containers.

With tons of quizzes, great lectures and fantastic support from the Instructor, this course is all you need to master the Docker Certified Associate certification.


Who this course is for:

Individuals who are preparing for Docker Certified Associate certification.
Individuals who wants to have strong foundation in Dockers

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Art and Craft of Mathematical Problem Solving (The Great Courses)

Art and Craft of Mathematical Problem Solving (The Great Courses)
MP4 + PDF | Video: 856x480 | Audio: AAC, 44.1Khz , 2ch | Duration: 12 hours | Language: English | 6.6 GB

One of life's most exhilarating experiences is the "aha!" moment that comes from pondering a mathematical problem and then seeing the way to an elegant solution. And many problems can be solved relatively quickly with the right strategy. For example, how fast can you find the sum of the numbers 1 + 2 + 3 up to 100? This was famously answered in the late 1700s by the 10-year-old Carl Friedrich Gauss, later to become one of history's greatest mathematicians. Young Gauss noticed that by starting at opposite ends of the string of numbers from 1 to 100, each successive pair adds up to 101:

Full Description

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Songwriting magic and craft

Songwriting magic and craft
.MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 5h 42m | 5.25 GB
Instructor: Jim Byrne

Learn songwriting craft and magic from award winning Scottish songwriter Jim Byrne. Learn to write great songs!


What you'll learn

From award-winning Scottish songwriter Jim Byrne you will learn how to access your creativity, write better lyrics, create more compelling melodies and find inspiring chord progressions.
Learn the techniques I discovered that helped me find 'my own voice' as a songwriter (from my 40 years experience writing over 400 songs). You will learn to write the songs that only you can write.
Learn how hit songs are written. Discover the system used by todays most successful songwriter; based on the science of attention.
Learn song structure, rhythm and song arrangement. Producer Mark Freegard tells you how he helps songwriters arrange their songs when working in a professional studio. Mark has worked in the UK's top studios (including George Martin's Air Studio) with bands such as Del Amitri, The Breeders, The Manic Street Preachers, Siouxie Sioux, Eddi Reader and Maria McKee.
Learn the techniques used by professional songwriters - interviewed exclusively for this course. For example, Ivor Novello winner Boo Hewerdine, Carol Laula, Duglas T Stewart (BMX Bandits), Michael Rooney (Primevals), Martha L Healy.
Use my list of mobile and tablet Apps to record and organise your song ideas and to find new ideas. And my list of recommended Podcasts to keep on learning.
Learn how my own songs have enabled me to travel the world, win awards, get played on the radio, write with Pop stars, Jazz singers and indie rock artists, have a number 1 (UK Americana) and release critically acclaimed albums. Learning to write songs has changed my life - it can change yours.
Learn songwriting from a tutor who really believes in you and your potential to write great songs. As the songwriter Chiara Berardelli says, 'songwriting is a form of magic, but, the songwriter is the source of that magic'.
Each month one songwriter will get one to one feedback from me to help improve one of your songs.

Requirements

An instrument (e.g. guitar or piano) and a desire to learn how to write great songs. No music theory required.

Description

Songwriting Magic will educate and inspire you. It will give you the skills to write better songs, songs unique to you. The time has come to write the songs you will always be proud of.

Songwriting is a form of magic; as songwriter Chiara Berardelli says, 'the magic does not come from some mysterious outside force, the magic comes from you'.

Learn the techniques used by professional songwriters, interviewed exclusively for this course. Including, Ivor Novello winner Boo Hewerdine, Duglas T Stewart (BMX Bandits - reputedly Kurt Cobain's favourite band), Michael Rooney (Primevals), Martha L Healy, Lizzie Reid, Chiara Berardelli, Carol Laula and more.

You will learn to create song structure, melody, chords progressions, lyrics and song arrangement.

You will learn how hit songs are written. Discover the system used by todays most successful songwriter; based on the science of attention.

You will learn the techniques I discovered that helped me find 'my own voice' as a songwriter (from my 40 years experience writing over 400 songs). Learn to write the songs that only you can write.

You will continue to learn by listening to my recommended list of Podcasts and mobile and tablet Apps.

Learn how writings songs enabled me to travel the world, win awards, get played on the radio, write with Pop stars, Jazz singers and indie rock artists, have a number 1 (UK Americana, Reverb Nation) and release critically acclaimed albums. Learning to write songs has changed my life - it can change yours.

Who this course is for:

This course is for you if you have never written a song or if you write songs but want to take your songwriting to a new level. I.e. beginners and intermediate level.
Whether your goal is a career in music or you just love to write songs, you will learn a great deal from this course. I will pass on the skills I have learned form my 40 years of writing songs: over 400 songs. I have won awards, wrote with pops stars, Jazz artists, indie rock bands, toured, had a No. 1 (UK Americana), released critically acclaimed albums.

More Info

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Learn How to Speak English

Learn How to Speak English
Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 48000 Hz, 2ch | Size: 16.3 GB
Genre: eLearning Video | Duration: 12.5 hours | Language: English

The complete course for a beginner



What you'll learn

Speak English
Write English
Start conversations in English
Learn to speak about personal details: family, school and jobs
Learn to speak English in shops and eating out
Learn to speak English on holiday and at the airport
Learn to speak English at the Bank
Learn to speak English when buying or renting a house
Learn to speak English at University
Learn to speak English in Hospitals and making medial appointments
Learn to speak English when reporting a crime
Learn how to speak English when talking about cooking
Learn how to speak English when talking about sports
Learn to speak English when talking about the cinema and movies
Learn to speak English when talking about politics
Learn to speak English when applying for a job and a job interview
Learn to speak English when driving
Learn to speak English when discussing the environment
Study the set practise exercises throughout the course

Requirements

Beginner English

Description

Learn how to speak English overview


Introduction


- Learn how to increase your vocabulary, improve on your pronunciation and become a confident English speaker.

- You will be taught by a British instructor from the United Kingdom which who has a clear speaking voice.

- Learn how to use the English language to speak casually in conversation.

- Follow the pattern of a) Learn word: definition and pronunciation b) put into a sentence c) put into a conversation/extended text) practice with exercises. This formula has been proven to work and is used in every section of the course.

- This course is suitable for any age and ability from any country. This course will take you from a basic beginner level of conversational English up to an intermediate level.

- You can take the course at your own pace and use the practice exercises in the course to improve your speaking English

- People who have taken this course have improved their conversational skills in English and speak more clearly.

- Many other courses teach you unnecessary words and phrases that you wont use. This will teach you English that you will use regularly in day to day life.


S1: The basics

S1 L1: Personal details

S1 L2: Family

S1 L3: School

S1 L4: Jobs

S1 L5: Instructions/Directions


S2: Shopping/Eating Out

S2 L1: Food names

S2 L2: At the till/refunds

S2 L3: Drinks and beverages

S2 L4: Restaurants

S2 L5: Retail shopping


S3: Going on Holiday

S3 L1: Booking a holiday

S3 L2: Exchanging currency

S3 L3: Holiday activities

S3 L4: In the Hotel

S3 L5: Reading text related to holidays


S4: At the airport/ Travel

S4 L1: Airport parking

S4 L2: Checking in/Security

S4 L3: Purchasing in an airport

S4 L4: Departing the terminal

S4 L5: On the plane/Entering the country




S5: At the bank/ Finances/Houses

S5 L1: Opening a bank account

S5 L2: Online banking/Transferring money

S5 L3: Applying for a mortgage/Buying a house

S5 L4: Renting accommodation

S5 L5: Paying tax


S6: At a party/Celebration/Event

S6 L1: Vocabulary

S6 L2: Creating conversations

S6 L3: Describing a party

S6 L4: Weddings

S6 L5: Funerals


S7: University/Study

S7 L1: Applying to University

S7 L2: The Library

S7 L3: Lectures/Exams

S7 L4: Student Union/Joining clubs

S7 L5: Halls of residence


S8: Making appointments/Medical/Hospitals

S8 L1: Illness/Medication

S8 L2: The GP Surgery

S8 L3: The Hospital

S8 L4: Mental Health


S9: The Police and Crime

S9 L1: Calling Emergency services

S9 L2: Reporting a crime

S9 L3: Being pulled over by a police officer

S9 L4: Under arrest


S10: Cooking

S10 L1: Reading recipes

S10 L2: Cooking utensils

S10 L3: Baking


S11: Sports

S11 L1: Football

S11 L2: Athletics


S12: Cinema/Watching movies

S12 L1: Going to the cinema/Movies


S13: UK Politics and government

S13 S1: Houses of Parliament

S13 L2: Voting/General Elections

S13 L3: Political Parties


S14: Computers, Phones and Internet

S14 L1: Using computers/Laptops

S14 L2: Phones and messaging

S14 L3: The internet/Social Media


S15: Applying for a job

S15 L1: Job descriptions

S15 L2: Writing a CV

S15 L3: Job Interview

S15 L4: Dismissed from a job/appeals


S16: Transport/Driving

S16 L1: The Highway Code

S16 L2: Taxis


S17: The Environment

S17 L1: The Environment


S18: Practise Exercises

S18 L1: Practise Exercise

Who this course is for:

Beginner English speakers

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Argumentation: The Study of Effective Reasoning, 2nd Edition

Argumentation: The Study of Effective Reasoning, 2nd Edition
MP4 | Video: 640x480 | Audio: AAC, 44.1Khz , 2ch | Duration: 12 hours | Language: English | 7.4 GB

What is effective argumentation? How does it work? Abraham Lincoln, Franklin D. Roosevelt, and other great figures were masters of the craft. So how can you reason through your position and make the best possible case for it with the same skill and ease as the experts? Argumentation: The Study of Effective Reasoning, 2nd Edition is a rigorous introduction to the formal study of argumentation-communication that seeks to persuade others through reasoned judgment.

Full Description

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Unreal Engine 4 - Learn How to Create a "Lost Road" scene

Unreal Engine 4 - Learn How to Create a "Lost Road" scene
Video: .MP4, 1280x720 30 fps | Audio: AAC, 48kHz, 2ch | Duration: 20:45:26
Genre: eLearning | Language: English | Size: 17.4 GB

Go Even Further in Scene Creation.
What you'll learn
Create 4K texture with Quixel Mixer
Create optimized models for realtime rendering with Speedtree
Add full of details without losing performance with Decals
Create Combined textures in Speedtree (Atlas) and Photoshop (RDAO/CRS/FHAO)

Configure Post Processing, Ligthing and get realistic rendering

Requirements
Have version 4.22.3 of the Unreal Engine 4
Know the basics of Unreal Engine 4 (Object placement, camera movement...)
Possess a valid license for Speedtree and have Speedtree 8.4 (or higher)
Possess a valid license for Quixel Megascans, Bridge and Mixer
Description
(This course is a direct continuation of my other course"Unreal Engine 4 : Learn How to Create a Natural Scene")
In this course we will go even further in models creation and a scene.
The purpose of this course is to show you that it is possible to create fully optimized models without ever leaving Speedtree.
With the textures available in Megascans library, we start with a powerful ally for our objective which is to create a "Lost Road" scene.
Beyond the simple model creations, I will show you how to create your own textures from Speedtree in order to create models from different textures you have chosen.
Speaking of texture, I will show you how to create combined one called "Atlas". That will give you total control over the quality and otimization.
Once our vegetation finished, we will move on to creating textures such as grass, rock and soil, but also a clean road texture and one that is worse and worse, all on Quixel Mixer.
We will put all our creations in place in a final scene on Unreal Engine and I will show you how to add even more details without losing performance with decals.
If you want to create scenes to feed your portfolio or deepen your knowledge this course is for you.
Important note :
If you want to learn the basics of Speedtree or Quixel Mixer I recommend to begin with the previous course "Unreal Engine 4 : Learn How to Create a Natural Scene"
All the texture used in this course are not included to the project file. You must have a Quixel Licence to download them.. Of course you are free to use the ones you want.
A valid Speedtree license is required to use the software.
This course was created in version 4.22.3 and it is STRONGLY RECOMMENDED to use THE SAME version! If you choose to use another version, be aware that you may encounter possible errors not covered in this course.
Who this course is for:
Anyone interested in complete scene creation in the Unreal Engine 4

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Curso completo de R para Data Science con Tidyverse

Curso completo de R para Data Science con Tidyverse
MP4 | Video: 1280x720, 30 fps(r) | Audio: AAC, 44100 Hz, 2ch | 22.7 GB
Duration: 35 hours | Genre: eLearning Video | Language: Español

Aprende a programar con R, R Studio y Tidyverse: Data Analytics, Data Science, Análisis Estadístico, ggplot2 y mucho más.


What you'll learn

Aprender a programar con R desde cero hasta un nivel elevado
Aprender los principios fundamentales de la programación funcional, como variables y funciones
Aprender los tipos de datos como enteros, booleanos, doubles, strings y estructuras como los vectores, data frames y tibbles
Llevar a cabo representaciones gráficas completas y funcionales gracias a ggplot2 de tidyverse
Tener una buena intuición de la mayoría de técnicas que se aplican al mundo del machine learning y el data science
Dar valor añadido a tu propia empresa o negocio
Hacer análisis muy potentes y precisos con los paquetes gratuitos de R y R Studio
Ser todo un master Jedi del Machine Learning y el Data Science con R Studio y tidyverse

Requirements

Se necesitan conocimientos fundamentales de matemáticas de bachillerato o conocimientos básicos de estadística
Se recomienda saber programar un poco para enfocarse en aprender las técnicas de análisis con tidyverse aunque no es totalmente necesario

Description

Fundamentos de Data Science con R Studio y Tidyverse, con ejercicios reales y ejemplos de todo tipo. El prerequisito indispensable para luego continuar con el Curso completo de Machine Learning con R Studio del profesor Juan Gabriel Gomila

Bienvenido a este magnífico y completo curso de R Studio y Tidyverse donde el objetivo es formarte para que seas un buen data science con los fundamentos esenciales de uso de los paquetes del software estadístico R y R studio y que puedas llevar a cabo análisis de datos completos y desde cero sin experiencia previa. Aquí tendrás todo lo que necesitas para luego continuar con cursos como los de Machine Learning con R o con Python que tengo publicados aquí mismo en Udemy con todos los conocimientos esenciales bien asentados y completos. Basado en el manual gratuito de Tidyverse, R for Data Science de Garrett Grolemund y Hadley Wickham, y adaptado con ejemplos de casos reales y divertidos, tienes todo lo que necesitas para aprender de un modo divertido a ser todo un analista de datos.

En particular, tengo muchas cosas que enseñarte pues el trabajo del data scientist es muy variado y divertido.

Usarás R desde cero hasta convertirte en un profesional, haciendo mucho énfasis en las diferentes partes que lo componen, en la sintaxis básica de creación de scripts, la generación y exportación de gráficos, instalación de librerías diversas y mucho más.

Aprenderás a utilizar ggplot2, una librería muy completa para representaciones gráficas basada en el uso de capas de información para ir haciendo el gráfico cada vez más completo y avanzado con el que transmitir todo lo que has ido aprendiendo.

Organizarás y manipularás datos con dplyr, la librería para trabajar datos como si fuera una base de datos con la que seleccionarás, ordenarás y crearás nuevas variables para su posterior análisis y representación gráfica.

Estructuras de datos avanzadas con las tibbles de tidyverse y la completa sintaxis de maggrit que acelera y potencia la sintaxis para evitarnos crear variables intermedias en nuestro trabajo de data science gracias a sus pipes.

Carga de datos a través de la lectura de ficheros de todo tipo gracias a readr, la versión de lectura mejorada de tidyverse que dinamiza y acelera la carga de millones de datos directamente con una instrucción, independientemente del tipo de fichero: CSV, XML, JSON.

Librerías especiales de tratamiento de datos como stringr o lubridate especiales para formatos de datos puntuales, así como para hacer una sintaxis de expresión regular que ayude a procesar cadenas complejas de textos como twits o comentarios de un blog entre otros.

Trabajar a fondo con todos los tipos de datos esenciales para un analista: desde valores lógicos, números enteros, doubles, strings, date, datetimes. Incluso veremos las estructuras de datos más comunes incluidos los vectores, las listas o las tibbles entre otros.

Programación funcional vs programación imperativa. Las ventajas de cada una de ellas y cuando usar una u otra cuando toque.

Creación y actualización de modelos, la fase final del analista de datos que todo el mundo busca para resolver su problema original.

Reporting y cómo escribir recomendaciones, actualizaciones y unos informes finales que te permitan cobrar al final de tu trabajo realizado como Data Scientist.

Y mucho más en este curso completo de Tidyverse, donde la idea es formarte como analista de datos y poder dedicarte en el futuro a ser un data scientist bien pagado y con mucho trabajo en el futuro.

Who this course is for:

Cualquiera interesado en aprender Machine Learning
Estudiantes que tienen un conocimiento de matemáticas que quieran aprender acerca del análisis de datos con R Studio
Usuarios intermedios que conocen los fundamentos de análisis de datos con R pero buscan aprender más y explorar otros paquetes como el aclamado tidyverse
Programadores que les guste el código y que estén interesados en aprender Machine Learning para aplicar dichas técnicas a sus conjuntos de datos
Estudiantes de universidad que busquen especializarse y aprender a ser Data Scientists
Estudiantes de universidad que quieran complementar su formación con conocimientos de estadística aplicados y divertidos.
Analistas de datos que quieran ir más allá gracias al Machine Learning
Cualquier persona que no esté satisfecha con su propio trabajo y busque empezar a trabajar como un Data Scientist profesional
Cualquier persona que quiera dar valor añadido a su propia empresa utilizando las potentes herramientas de Machine Learning

Download: Englische Tutorials

Download: Englische Tutorials

 

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Englische Tutorials

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