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LIGHTNING20SEP

Data Science with Python Pandas design

Become a Data Science expert and dominate the future! This program offers you the complete training you need to become a highly sought-after Data Science professional. You will learn the fundamentals of this discipline from scratch.

By Ivan Pinar Dominguez | Master in Project Management from ESDEN Business School

👥 3.500
(11)
$15.99 USD $67.00 USD

15 day refund guarantee

This course includes:

▪️ 5h 25m duration on demand

▪️ 57 lessons

▪️ 189 downloadable resources

▪️ Available on mobile devices

▪️ Access forever

▪️ Language:

  • Spanish

▪️ Unlimited consultations

✦ Bonus: Set of Downloadable Guides and Work Files

⚑ Certificate of completion

What you will learn

🟧 Understand and delve into the complete flow of a Data Science project to become a data scientist.

🟧 Learn all the statistical concepts necessary to be able to analyze the data around you.

🟧 Use Pandas library for importing from heterogeneous sources (CSV, Excel, plain text, SQL, Web, social networks, cloud,...) and data cleaning and transformation.

🟧 You will gain extensive knowledge in Data Science that you can apply immediately at a very affordable price compared to other programs.

Course content
U1: Introduction to Data Science with Python
  • Introduction to Python for Data Analysis
  • Setting up Python and Jupyter
  • Loading libraries and data sources
  • Basic graphics with Matplotlib
  • Practical exercise: Basic graphics with Matplotlib
  • Flowchart in a Data Science project
U2: Python Fundamentals from Scratch
  • Handling variables in Python
  • Lists: creation, extraction and modification
  • Advanced techniques for creating lists
  • Using built-in functions in Python
  • How to Create Functions and Use Flexible Arguments in Python
  • Using Lambda Functions
  • Methods in programming with Python
  • Creating dictionaries in Python
  • Creating dictionaries with the zip function
  • Using Comparators in Python
  • Loop structures in Python
  • List Comprehension in Python
U3: Basic Statistics for Data Analysis
  • Fundamentals of variables and basic concepts
  • Calculating the variance of a variable
  • Analysis of correlation of variables
  • Creating and analyzing histograms
  • Studying data with percentiles
  • Calculation of probability density functions
  • Forecasting and Calculation of Moving Averages
U4: Numpy for numerical computation
  • Numpy Library Basics
  • Selecting data using arrays in Numpy
  • Working with 2D arrays in Numpy
  • Statistical operations with Numpy
U5: Pandas for Data Analysis
  • Pandas Fundamentals: Introduction to Dataframes
  • Generating dataframes from dictionaries
  • Import data from plain text files
  • Data selection techniques in Pandas dataframes
  • Useful tools for dataframes in Pandas
  • Data cleaning in data frames: duplicates and errors
  • Data interpolation techniques
  • Applying filters to Pandas dataframes
  • Sorting data in a dataframe
  • Add columns with text strings in dataframes
  • Generating columns in dataframes using maps and dictionaries
  • Using lambda functions to create columns in dataframes
  • Creating conditional columns in dataframes
  • Modifying column names and order in dataframes
  • Creating Pivot Tables with Pandas
  • Grouping data with groupby in Pandas
  • Union of dataframes by concatenation
  • Combining dataframes using merge
U6: Import and Export with Pandas
  • Importing data from Excel files
  • Fundamentals of relational databases and data models
  • Importing data from SQL databases
  • Extracting data from a web page
  • Web scraping techniques to import web data
  • Importing data from JSON files
  • Data extraction from social networks
  • Loading data from Cloud platforms (AWS, Azure, Google)
  • Exporting data to CSV and Excel files
  • Exporting data to SQL databases

Course evaluation

  • This course contains a final exam
G-Tools: For Students
  • Exclusive access to cutting-edge student tools: improve your employability, participate in exclusive events, take advantage of our intelligent virtual assistant, and more.
⚑ Certificate of completion
  • Your personalized digital certificate, a unique badge of your achievements, with international validity, course duration and QR code for instant verification.
__
Downloadable resources:

Downloadable Files.

*Password
*Datasets Data Science with Python - Pandas
*Data Science Scripts with Python - Pandas
*Data Science with Python - Numpy & Pandas
*Python methods
*Cloud library links

Description

Do you want to start your journey to becoming a data scientist and master the field of Data Science?

We live in a world dominated by data, which is why acquiring these skills will allow you to access high added value positions due to the high demand for Data Science profiles. Portals such as Indeed estimate average annual salaries of $122,800 and studies such as MarketWatch indicate that in the coming years there will be a 30% annual increase in the Data Science business, so it is an excellent opportunity for you to acquire this knowledge.

In this program you will learn the complete fundamentals of Data Science, its statistical basis and how to put it into practice with Python, mastering this language from scratch, as well as all its powerful libraries such as Numpy and Pandas focused on data analysis.

At the end of the course, you will be able to execute complete Data Science projects, being able to import heterogeneous data sources, perform data cleaning and transformation, and analyze the information to obtain conclusions that have a high impact on your environment.

This course will have an eminently practical approach, each new functionality will be explained step by step and in detail, but the objective is for you to be able to apply the new knowledge by executing the multiple real practical cases proposed to test the acquired skills.

In turn, you will have at your disposal extensive reference material and all the Python scripts explained during this specialization in such a way that it will be very easy for you to reuse them for your specific use case.

It's time for you to take action, prepare for a future dominated by data by acquiring a very important skill to stand out from the rest and get the most out of information.

Sign up for the career with the greatest potential of the 21st century.

Companies from all industries invest in the development of their teams with this course from G-Talent and Ivan Pinar Dominguez

Customer Reviews

Based on 11 reviews
55%
(6)
45%
(5)
0%
(0)
0%
(0)
0%
(0)
E
Eduardo Barrera Gualdron

Voy bien el curso, es muy puntual! voy avanzando muy bien, voy en el 32 % me siento muy satisfecho.

F
Fernanda M.
¡Este curso es fantástico!

Este curso me ha enseñado a utilizar Python y Pandas para resolver problemas reales de análisis de datos. He aprendido a importar, limpiar, transformar y visualizar datos, y a crear modelos de aprendizaje automático

S
Sotero G.
Estoy muy agradecido

Este curso me ha brindado una introducción completa al mundo de la Ciencia de Datos con Python. Las explicaciones son claras y concisas, y los ejercicios prácticos me han permitido poner en práctica lo aprendido. Recomiendo este curso a cualquier persona interesada en aprender a analizar datos con Python

Ver más reseñas

Ivan Pinar Dominguez

Master in Project Management from ESDEN Business School

About Ivan Pinar Dominguez

Master in Project Management from ESDEN Business School

The Passion and Experience You Need to Master Machine Learning

Ivan Pinar is a leading telecommunications engineer originally from Spain with an insatiable passion for technology, project management, and teaching. His dynamic and engaging approach to instruction ensures that each student gains the maximum value in knowledge for every minute invested in his classes.

With vast experience in the telecommunications industry, Ivan stays at the forefront of the latest technologies and trends. His ability to break down complex concepts into clear and concise explanations makes him an ideal instructor for students of all levels, from beginners to advanced.

What makes Ivan different?

Top-Level Technical Expertise: Ivan has worked on numerous innovative projects, acquiring deep practical and theoretical knowledge in advanced technologies. His industry experience allows him to offer real-world examples and practical applications that enrich his students’ learning.

Master in Project Management: Beyond his technical expertise, Ivan is an expert in project management. He has successfully led complex and multifaceted projects, imparting to his students the best practices and essential principles to manage projects effectively in any environment.

Student-Centered Approach: Ivan firmly believes that everyone has the potential to learn and achieve their goals. His student-centered teaching method creates a positive and motivating environment, where students feel comfortable to ask questions, experiment, and explore new ideas.

Passion for Teaching: Ivan’s dedication to education is palpable in every class he teaches. His enthusiasm and commitment ensure that each student not only learns, but is also inspired to continue developing and reaching new horizons.

If you are looking for an instructor who combines passion, experience and a deep commitment to your success, Iván Pinar is the perfect choice. Join his classes and discover how you can transform your knowledge and skills into real tools for success in the world of technology and project management.

Sign up now and learn from one of the best!

Discover the added value: G-Tools and much more

In addition to high-quality content, this course gives you access to G-Tools, a suite of tools and resources designed to enhance your learning and your career.

Employability support resources, live events and take advantage of Aixa.IA's artificial intelligence to resolve your questions at any time.

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