All Coursera Courses

The gold standard of ML education — by Andrew Ng.

Learn ai for everyone with expert-led instruction. Perfect for beginners.

IBM's comprehensive data science certification program.

Duke University's statistics program using R.

Learn sql for data science with expert-led instruction. Perfect for beginners.

Learn data visualization with python with expert-led instruction. Perfect for beginners.

Learn introduction to big data with expert-led content. Perfect for beginners.

En este curso, aprenderás a usar las ponderaciones de las encuestas para estimar estadísticas descriptivas (como medias y totales) y cantidades más complejas (como parámetros de modelos para regresion

Este curso forma parte de una secuencia con la que se propone un acercamiento a la Matemática Preuniversitaria que prepara para la Matemática Universitaria. En él se asocia un significado real con el

ستتعلم في هذه الدورة كيفية البرمجة بلغة R وكيفية استخدامها لتحليل البيانات بصورة فعالة. ستتعلم كيفية تثبيت البرامج اللازمة لبيئة البرمجة الإحصائية وتكوينها وكيفية وصف مفاهيم لغة البرمجة العامة إذ يتم

Did you know that 90% of multimodal AI system failures can be traced back to data quality issues that could have been prevented with proper validation techniques? This Short Course was created to h

The "Data Processing and Manipulation" course provides students with a comprehensive understanding of various data processing and manipulation concepts and tools. Participants will learn how to handle

Marketing data often requires categorization or labeling. In today’s age, marketing data can also be very big, or larger than what humans can reasonably tackle. In this course, students learn how to u

Google データアナリティクス プロフェッショナル認定プログラムの 3 つめのコースです。このコースでは、1～2 つめのコースで学んだトピックの理解を深めながら、表計算ソフトや SQL などのツールを使って目的に合ったデータを抽出し活用する方法、データの整理と保護の方法など、より実践的なデータアナリティクススキルを身につけるための新しいトピックについても学びます。 また、現職の Google

Ce cours d'introduction aux probabilités a la même contenu que le cours de tronc commun de première année de l'École polytechnique donné par Sylvie Méléard. Le cours introduit graduellement la notion

Este curso te brindará las herramientas necesarias para identificar las bases y condiciones al implementar proyectos de datos en organizaciones del sector público o privado. A partir de un análisis

Ders çok değişkenli fonksiyonlardaki iki derslik dizinin ikincisidir. Birinci ders türev ve entegral kavramlarını geliştirmekte ve bu konulardaki problemleri temel çözme yöntemlerini sunmaktadır. Bu d

En este curso podrás identificar los diferentes elementos de la gobernanza de datos, gobernanza democrática y el liderazgo en una organización basada en datos. Además, podrás reconocer los principios

Optimize Deep Learning: Tune PyTorch Models is an intermediate course for deep learning practitioners ready to move beyond off-the-shelf training and gain granular control over their models. Standard

I contenuti di questo corso sono pensati per permettere agli utilizzatori di Tableau di migliorare le proprie capacità sull’uso del tool, a un livello intermedio. Spesso i dati provengono da fonti di

O objetivo deste curso é aproveitar a flexibilidade e a facilidade de uso do TensorFlow 2.x e do Keras para criar, treinar e implantar modelos de machine learning. Você aprenderá sobre a hierarquia d

This course is for users who want to learn how to write SAS programs to access, explore, prepare, and analyze data. It is the entry point to learning SAS programming for data science, machine learning

El aprendizaje profundo actualmente es una parte central de la inteligencia artificial contemporánea, y se refiere al proceso realizado por los computadores para aprender de la experiencia permitiendo

This course is designed to provide a comprehensive foundation in Power BI, equipping learners with the skills to visualize, analyze effectively, and present data insights. Participants will explore a

In this guided project, you'll master Tableau's interactive features to create dynamic financial dashboards. Using a real-world financial statements dataset, you'll learn how to design reports that al

Get up and running with Cursor AI, the next-gen developer tool designed to boost productivity with powerful AI-assisted workflows. In this hands-on course, you’ll start by installing Cursor AI and exp

In the age of artificial intelligence (AI), it is essential to learn how to apply the power of large language models (LLMs) for building various production-ready applications. In this hands-on-course,

The Building a Generative AI Ready Organization course provides components needed for a successful organizational adoption of Generative AI. This course focuses on business leaders and other decision-

In this course, you'll discover the main features and benefits of the Python programming language, and how Python can help power your data analysis. Python is an object-oriented programming language b

In this course, we will investigate the ethical challenges in Artificial Intelligence (AI) systems. The focus of this course is on preparing students with the knowledge and practical approaches necess

By completing this course, learners will be able to apply generative AI tools for personalized coaching, analyze AI-assisted research and writing workflows, and evaluate strategic applications of AI i

Este es el séptimo curso del Certificado de análisis computacional de datos de Google. En estos cursos obtendrás las habilidades necesarias para solicitar empleos de analista de datos de nivel introdu

The course "Responsible AI and Ethics" explores the ethical, social, and technical aspects of artificial intelligence (AI) and machine learning (ML). It focuses on understanding bias in both human and

Developing insights about your organization, business, or research project depends on effective modeling and analysis of the data you collect. Building effective models requires understanding the diff

Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen

By completing this course, learners will be able to design data models, configure clusters, build custom analyzers, and construct powerful queries in Elasticsearch. They will also master the use of Cl

Generative AI Foundations is a comprehensive course designed to provide learners with a strong foundation in Generative Artificial Intelligence, covering key principles, core methodologies, and real-w

In this structured series of hands-on guided projects, we will master the fundamentals of data analysis and manipulation with Pandas and Python. Pandas is a super powerful, fast, flexible and easy to

Transform your data engineering expertise with advanced validation and historization techniques that ensure bulletproof data integrity. This course equips you with the critical skills to programmatica

In this course, you will learn about responsible artificial intelligence (AI) practices. In the first section of this course, you will be introduced to what responsible AI is. You will learn how to

This course provides an introduction to complex analysis which is the theory of complex functions of a complex variable. We will start by introducing the complex plane, along with the algebra and geom

Learn how to automate real-world business tasks using n8n, DeepSeek.ai, and prompt engineering—without writing code. This course helps you create intelligent, no-code workflows that extract, process,

The Data Science Companion provides an introduction to data science. You will gain a quick background in data science and core machine learning concepts, such as regression and classification. You’ll

Este curso ofrece una revisión fundamental del cálculo diferencial, centrada en funciones y derivadas, con ejemplos y aplicaciones prácticas. Nuestro propósito es ofrecer una base sólida sobre funcion

Machine learning and AI projects require managing diverse data sources, vast data volumes, model and parameter development, and conducting numerous test and evaluation experiments. Overseeing and trac

In this 1 hour long guided project, you will learn to create and train multi-task, multi-output models with Keras. You will learn to use Keras' functional API to create a multi output model which will

This course is an introduction to how to use relational databases in business analysis. You will learn how relational databases work, and how to use entity-relationship diagrams to display the struct

Master the critical skills needed to maintain AI systems in production through this hands-on course designed for DevOps engineers, ML engineers, and SREs. As AI deployments grow more complex, the abil

In this hands-on project, we will train a Naive Bayes classifier to predict sentiment from thousands of Twitter tweets. This project could be practically used by any company with social media presence

Honors Algebra 2: Linear and Quadratic Equations is the first course of a high-level algebra course designed to deepen your mathematical thinking and prepare you for advanced study in math, science, a

This course elevates your SQL capabilities from intermediate to advanced through progressive mastery of sophisticated query techniques and cutting-edge AI optimization methods. Beginning with powerful

If there is a shortcut to becoming a Data Scientist, then learning to think and work like a successful Data Scientist is it. In this course, you will learn and then apply this methodology that you can

Build your statistics and probability expertise with this short course from the University of Leeds. The first week introduces you to statistics as the art and science of learning from data. Through

Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen

L’obiettivo del corso è formare professionisti della Business Intelligence attraverso l’apprendimento della piattaforma Tableau, strumento leader di questo settore. La mole di dati a disposizione è se

Unlock the power of automation with ChatGPT + Zapier: From Email Inbox to Excel Spreadsheet! This hands-on course teaches you how to streamline workflows by extracting valuable information from your e

In this course, you'll get an in-depth look at the SQL SELECT statement and its main clauses. The course focuses on big data SQL engines Apache Hive and Apache Impala, but most of the information is a

This course will introduce the learner to text mining and text manipulation basics. The course begins with an understanding of how text is handled by python, the structure of text both to the machine

This course provides a foundational understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc.) and demonst

Advance your career in healthcare data analytics by mastering the statistical and predictive modeling techniques used across clinical, operational, and population health settings. In this hands-on

This course introduces learners to Kibana, focusing on its data exploration, visualization, and dashboard-building capabilities. With a structured approach, learners will be equipped to transform raw

This practical, hands-on course equips learners with the skills to analyze, build, and evaluate sales forecasting models using advanced time series techniques in Python. Designed for learners with fou

Este es el sexto curso del Certificado de análisis computacional de datos de Google. En estos cursos obtendrás las habilidades necesarias para solicitar empleos de analista de datos de nivel introduct

This course introduces practical, hands-on skills for creating and optimizing campaign visuals using generative AI. You’ll learn how to write effective prompts, refine outputs for brand consistency, a

Linear models, as their name implies, relates an outcome to a set of predictors of interest using linear assumptions. Regression models, a subset of linear models, are the most important statistical

In this 2-hour long project-based course, you will learn how to design effectively an infographic with infogram.com, adding line, bar and map charts, and connecting the data story with text and visual

In this 1-hour long project-based course, you will learn how to build your own Machine Learning Image Classifier using Python and Colab. You will be able to easily load the data, preview it, process a

In this 2-hour long project-based course, you will learn how to analyze complex HTML structures and identify the relevant data to be extracted using Scrapy and XPath. You will apply the concepts of we

This course helps to build the foundational material to use mathematics as a tool to model, understand, and interpret the world around us. This is done through studying functions, their properties, a

In Building Systems With The ChatGPT API, you will learn how to automate complex workflows using chain calls to a large language model. Unlock new development capabilities and improve your efficiency

This is a hands-on, project-based course designed to help you leverage Copilot in Microsoft Excel to solve real-world data analytics problems. We’ll start by reviewing Microsoft Copilot’s basic featu

Ce MOOC sur le traitement d'images est à l’intersection de plusieurs domaines scientifiques et techniques : les mathématiques, la physique, l’informatique. De la ligne de fabrication jusqu’au scanner

In this hands-on project, we will train a Bidirectional Neural Network and LSTM based deep learning model to detect fake news from a given news corpus. This project could be practically used by any me

Analyze Usage Data is an intermediate-to-advanced short course designed for IT managers, platform owners, and operations professionals who need to interpret usage data responsibly before acting on it.

This advanced Pandas course delves deep into date-time manipulation, covering Timestamps, DatetimeIndex objects, and pd.date_range for effective time series handling. - You'll master techniques like

The course is designed for Lean Six Sigma professionals to excel in the American Society for Quality (ASQ) Certified Six Sigma Green Belt (CSSGB) exam. The course focuses specifically on the first two

This is a hands-on project on transfer learning for natural language processing with TensorFlow and TF Hub. By the time you complete this project, you will be able to use pre-trained NLP text embeddi

By the end of this course, learners will be able to analyze business data, design interactive reports, apply advanced visualizations, and implement secure, insight-driven Power BI solutions. This Pow

Finding stories in data using exploratory data analysis (EDA) is all about organizing and interpreting raw data. Python can help you do this quickly and effectively. In this course, you’ll learn how t

Este curso te brindará los conocimientos necesarios para la implementación de algoritmos de NLP. Mediante el uso de los últimos algoritmos más populares en NLP se procederá a dar solución a un conjunt

This course is a follow up course to "Choosing genomics tools" which dives into further detail about RNA informatics methods! This course is for individuals who: - Have taken Researcher's Guide to

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you pro

In this course, you will discover how Generative AI is revolutionizing the paralegal profession by enhancing efficiency in legal research, document preparation, and workflow automation. Designed to eq

Build the analytical skills that turn raw data into decisions leaders can act on. In this course, you will move through a complete decision-intelligence workflow — from exploring and summarizing data

This beginner-level course is your entry into the world of robust, scalable data analysis with R. Designed for aspiring analysts, you will learn to build sophisticated, end-to-end projects from the gr

By the end of this course, learners will be able to configure development environments, implement version control with Git and AWS CodeCommit, automate deployments through CodePipeline, and deploy sca

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you pro

Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen

Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen yo

This course is the seventh of eight. In this project, we will tackle a prediction problem: forecasting the number of bicycles that will be rented on a given day. Using historical data, we will conside

This is primarily aimed at first- and second-year undergraduates interested in psychology, data analysis, and quantitative research methods along with high school students and professionals with simil

Leverage modern data visualization tools in this comprehensive course designed for business professionals and analysts. Through hands-on projects using real-world datasets, you'll learn to create comp

Decode Rasters with Rasterio is a practical, concept-driven course for learners who want to work confidently with raster data using Python. Instead of treating rasters as images or black-box files, th

Calculus is one of the grandest achievements of human thought, explaining everything from planetary orbits to the optimal size of a city to the periodicity of a heartbeat. This brisk course covers the

In this 1-hour long project-based course, you'll step into the exciting field of Computer Vision and Generative AI using the LandingLens platform. We'll start by exploring the concept of visual prompt

This hands-on course equips learners with the foundational knowledge and practical skills required to build and evaluate supervised machine learning models using Python. Designed around the real-world

In this course, you'll set up a powerful development environment, master essential Python syntax, and learn to leverage GitHub for seamless collaboration. By the module's end, you'll be equipped with

By the end of this course, learners will be able to manipulate NumPy arrays, implement gradient descent, clean and transform retail datasets using Pandas, create pivot tables and groupby aggregations,

En este curso, se tratarán los pasos que se deben seguir para ponderar encuestas de muestra. Se incluirán los métodos para ajustar las no respuestas y para usar datos externos a la encuesta para calib

This course offers a comprehensive guide to working with local large language models and ChatGPT, designed for technical professionals who want to explore these powerful tools without diving deep into

This course introduces simple and multiple linear regression models. These models allow you to assess the relationship between variables in a data set and a continuous response variable. Is there a re

Enhance your digital content creation skills with this focused two-hour project-based course, where you'll use Jasper AI to create a professional-grade product review blog post for a pair of wireless

The purpose of this course is to summarize new directions in Chinese history and social science produced by the creation and analysis of big historical datasets based on newly opened Chinese archival

Data visualization is a crucial aspect of data analysis and decision-making in today's data-driven world. In this course, you will delve into the fascinating realm of data visualization and harness th

Master industry-standard SQL and database management in this comprehensive course designed for aspiring data professionals. Through hands-on projects and real-world datasets, you'll progress from basi

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you pr

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you pro

In this course, we will explore basic principles behind using data for estimation and for assessing theories. We will analyze both categorical data and quantitative data, starting with one population

Whether being used to customize advertising to millions of website visitors or streamline inventory ordering at a small restaurant, data is becoming more integral to success. Too often, we’re not sure

Generative Artificial Intelligence (GenAI) is revolutionizing the sales process, offering sales teams new ways to boost productivity, efficiency, and impact. By leveraging powerful language models and

Develop expertise in relational database design principles and implementation using SQL Server. This course teaches normalization techniques, entity-relationship modeling, and schema optimization to c

Data never arrive in the condition that you need them in order to do effective data analysis. Data need to be re-shaped, re-arranged, and re-formatted, so that they can be visualized or be inputted in

Healthcare organizations generate massive amounts of data daily, yet only 30% of data-driven insights actually influence critical patient care decisions. The gap? Compelling storytelling that transfor

Artificial intelligence (AI) and machine learning (ML) have become an essential part of the toolset for many organizations. When used effectively, these tools provide actionable insights that drive cr

You'll build the diagnostic and preventive skills that keep data pipelines trustworthy and production-ready. In this course, you'll learn to define automated data quality tests, trace anomalies back t

Are the answers you need buried in a dataset you can't decipher? In this course, you’ll learn to use AI as your analytical partner to transform unstructured data into clear, actionable insights. You’l

Ini adalah materi kelima dalam program Google Data Analytics Certificate. Materi ini akan membekali Anda dengan keterampilan yang dibutuhkan untuk melamar pekerjaan analis data tingkat pemula. Dalam p

By the end of this course, learners will be able to analyze real-world sensor datasets, preprocess JSON files, apply Hadoop MapReduce operations, implement data flows with Apache Pig, and execute SQL-

Transform raw marketing data into compelling visual stories that drive business decisions. This Short Course was created to help digital marketing professionals accomplish effective data visualization

This Block Cipher Fundamentals and Modes of Operation course equips you with the foundational skills to understand and apply encryption in real-world security systems. Start by exploring the basics of

You'll build expertise in transforming raw user data into actionable product insights through interactive dashboards and funnel analytics. By completing this course, you'll gain the ability to transla

Vous souhaitez vous lancer dans l’IA de pointe ? Ce cours est là pour vous y aider. Les ingénieurs en Deep Learning sont très convoités et la maîtrise de ce domaine vous ouvrira de nombreuses opportun

Embark on a comprehensive journey into data analysis with Python and Pandas. Learn to set up Anaconda and Jupyter Lab on macOS and Windows, navigate Jupyter Lab's interface, and execute code cells.

This course equips learners with the skills to apply and analyze advanced data processing techniques using PySpark, the Python API for Apache Spark. Designed for data professionals with foundational P

Learners will be able to analyze supply chain demand trends, interpret heatmap visualizations, apply data preparation techniques, and evaluate clustering methods to uncover meaningful demand patterns.

Google Analytics is essential for understanding website performance and driving marketing success. This course teaches you to track campaigns, measure conversions, and demonstrate ROI using Google’s a

Google データアナリティクス プロフェッショナル認定プログラムの最初のコースです。各コースでは、初歩的なデータ アナリスト業務に必要なスキルを習得します。あらゆる組織で、プロセスの改善、商機とトレンドの見極め、新製品のリリース、慎重な意思決定などに、データ アナリストが必要とされています。このコースでは、Google が開発した実践的なカリキュラムを通じてデータ アナリティクスの世界を紹介し

Agentic AI Content for Practitioners (Teams: Data) is an intermediate-level course designed to equip data professionals, software engineers, and business analysts with the knowledge and skills to desi

Begin your exploration of Large Language Models (LLMs) with our foundational Level 1 course! Tailored for both beginners and those with some machine learning experience, this course provides a deep un

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you pro

Nossas boas-vindas ao Curso Fundamentos de Inteligência Artificial para Finanças. Neste curso, você aprenderá que a transformação digital em Finanças é a reorganização e a remodelagem das funções fin

Transform theoretical knowledge into practical expertise in this comprehensive project-based course designed for aspiring data professionals. Through an end-to-end project using synthetic customer sup

In this course, you will learn the science behind how digital images and video are made, altered, stored, and used. We will look at the vast world of digital imaging, from how computers and digital ca

Welcome to the Advanced Analytics with Power BI course, where you will get hands-on experience with Power BI’s advanced features for complete data analysis and visualization. Discover the power of dat

This course offers a clear pathway to undertsand advanced tokenization and sentiment analysis—two core pillars of modern NLP. You'll learn how to convert raw text into structured input using subword,

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you pro

Data science courses contain math—no avoiding that! This course is designed to teach learners the basic math you will need in order to be successful in almost any data science math course and was crea

Niçin bu ders: Kalkülüse Hazırlık (Precalculus)? Tek değişkenli fonksiyonları tanımak bu dersin konusu. Hemen her üniversite programında bir diferansiyel ve entegral hesap dersi var. Bu ders, çok ö

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will explore existing datasets with Data Catalog and mine the table and column metadata for insights.

Do you want your applications to run smoothly and efficiently, with lightning-fast database responses and minimal downtime? Well! You are in the right place to achieve this. Welcome to our comprehensi

Welcome to AI-Driven Attribution Testing course an engaging and comprehensive course designed to guide you through the fundamental concepts and practical applications of attribution testing powered by

El manejo de datos que permita generar conocimiento útil para una organización es cada vez más importante en los trabajos de alta demanda al día de hoy. Es así como este curso presenta al estudiante u

Использование Excel широко распространено в отрасли. Это очень мощный инструмент анализа данных, и почти все крупные и малые предприятия используют Excel в своей повседневной работе. Это вводный курс

This comprehensive course is for product managers, ML engineers, and technical leads responsible for transforming LLM concepts into reliable, cost-effective production services. In today's AI-driven l

This comprehensive course equips you with skills to leverage Azure for building and deploying Large Language Model (LLM) applications. Learn to use Azure OpenAI Service for deploying LLMs, utilizing i

In this 1-hour project, you will learn how to build a machine learning model using ChatGPT. We will use the MNIST database which is a large database of handwritten digits that is commonly used for tra

En este curso descubrirás qué es la visualización de datos y cómo podemos usarla para ver y comprender mejor los datos. Con Tableau, examinaremos los conceptos fundamentales de visualización de datos

Learners will be able to explain core Dart programming concepts, apply correct syntax, use variables and operators effectively, and manage data using constants and lists. This course enables beginners

This course is designed for those looking to ride the wave of GenAI and revolutionize their approach to sales. Whether you’re a complete beginner or someone wanting to sharpen your AI skills, this cou

Transform technical knowledge into tangible business value by mastering agent deployment and stakeholder leadership. Learners will architect scalable systems, deliver real-world vertical solutions (fi

Este proyecto es un curso práctico y efectivo para aprender a utilizar la herramienta de Azure Data Factory desde cero. Aprenderás, de manera practica y efectiva a generar pipelines en Data Factory y

In this course, you learn how to use SAS Visual Analytics on SAS Viya to modify data for analysis, perform data discovery and analysis, and create interactive reports.

By completing this course, learners will be able to implement logistic regression models in SAS, prepare datasets through missing value imputation and categorical encoding, analyze predictors using cl

This hands-on course teaches learners how to prepare, analyze, and visually interpret data using Python’s Seaborn library, with a focus on census datasets. Beginning with foundational setup—such as in

Data integrity is critical to successful analysis. In this course, you’ll explore methods and steps that analysts take to check their data for integrity. This includes knowing what to do when you don’

Tired of getting vague or irrelevant AI responses? Unlock the full potential of ChatGPT with Prompt engineering—the key to transforming average outputs into high-impact results. The course teach

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you pr

In this course, you'll develop essential skills for transforming raw data into analysis-ready formats - a critical foundation for any data science workflow. You'll master techniques for importing data

Ce cours est le septième du Google Data Analytics Certificate. Ces cours vous permettront d’acquérir les compétences dont vous avez besoin pour postuler les emplois d’analyste de données de niveau jun

Stop letting manual deployments create bottlenecks and introduce risk. Automate, Evaluate and Deploy ML Models Confidently is a hands-on course designed for ML engineers and data scientists ready to m

Unlock the future of AI-driven mental health care while tackling the critical ethical challenges shaping the field today. From bias and misinformation to privacy and patient safety, this course dives

In this course, learners will develop the ability to use AI as a strategic partner in product discovery and planning. They will learn how to apply AI to understand customers, analyze markets, and info

Data scientists often get asked questions related to causality: (1) did recent PR coverage drive sign-ups, (2) does customer support increase sales, or (3) did improving the recommendation model drive

This course guides you through the key steps involved in planning and delivering a successful data science project. You will learn how to define your project aims, build a clear project plan, and sele

Dive into the world of generative AI and learn how to select the right model for your needs in this practical course. You'll gain a solid understanding of how generative AI models work and compare dep

Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen yo

In this course, you will build on the skills learned in Exploratory Data Analysis with MATLAB and Data Processing and Feature Engineering with MATLAB to increase your ability to harness the power of M

Welcome to this course on Customising your models with TensorFlow 2! In this course you will deepen your knowledge and skills with TensorFlow, in order to develop fully customised deep learning model

This course explores Excel as a tool for solving business problems. In this course you will learn the basic functions of excel through guided demonstration. Each week you will build on your excel skil

This course is an introduction to 3D scientific data visualization, with an emphasis on science communication and cinematic design for appealing to broad audiences. You will develop visualization lite

Machine learning is at the core of artificial intelligence, and many modern applications and services depend on predictive machine learning models. Training a machine learning model is an iterative pr

By the end of this course, learners will be able to explain core machine learning concepts, prepare and analyze data using Python libraries, visualize insights effectively, and build and evaluate basi

This course prepares leaders and professionals to guide their organizations through the transformative adoption of Generative AI. Focusing on the human side of AI integration, you’ll learn how to mana

Course Description: Deploy, Evaluate, and Create AI Systems Did you know that nearly 70% of AI models never make it to production due to deployment issues like version conflicts, poor scaling, and do

By the end of this course, learners will be able to analyze business requirements, prepare and validate data, and design interactive, professional Power BI dashboards that communicate clear HR and man

This short course shows you how to build reliable vision datasets and configure detection models with confidence. You’ll learn how to run a quality-controlled annotation process, review bounding boxes

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you pro

In this lesson we will built this Support Vector Machine for classification using scikit-learn and the Radial Basis Function (RBF) Kernel. Our training data set contains continuous and categorical dat

At the GenAI Academy, the "GenAI for Mobile App Developers" course explores the transformative power of Generative Artificial Intelligence (GenAI) in mobile app development practices. This comprehensi

By the end of this course, learners will be able to design Hive databases, manage complex tables, process XML data with Pig, execute MapReduce jobs, and analyze large-scale social media datasets to ex

Master Python programming for data analysis in this comprehensive course designed for aspiring data scientists. Through hands-on projects using real-world datasets, you'll learn essential data manipul

This first course in the IBM Machine Learning Professional Certificate introduces you to Machine Learning and the content of the professional certificate. In this course you will realize the importanc

This second course in statistical modeling will introduce students to the study of the analysis of variance (ANOVA), analysis of covariance (ANCOVA), and experimental design. ANOVA and ANCOVA, present

This course provides in-depth knowledge of analytical techniques and effective data visualization using Power BI. By the end of this course, you will be able to: - Explain different analysis methods (

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you pro

As data enthusiasts and professionals, our work often requires dealing with data in different forms. In particular, messy data can be a big challenge because the quality of your analysis largely depen

In this coding challenge, you'll compete with other learners to achieve the highest prediction accuracy on a machine learning problem. You'll use Python and a Jupyter Notebook to work with a real-worl

Cette formation vous apprendra à construire des modèles pour le langage naturel, l’audio et les autres données de séquence. Grâce à l’apprentissage profond, les algorithmes de séquence fonctionnent be

As rates of change, derivatives give us information about the shape of a graph. In this course, we will apply the derivative to find linear approximations for single-variable and multi-variable functi

In the second course of the Deep Learning Specialization, you will open the deep learning black box to understand the processes that drive performance and generate good results systematically. By th

Ce cours présente une approche pratique du workflow de ML avec une étude de cas dans laquelle une équipe est confrontée à plusieurs exigences métier et cas d'utilisation de ML. Cette équipe doit compr

Amazon Bedrock is a fully managed service that makes foundation models (FMs) from Amazon and leading artificial intelligence (AI) startups available through an API. In this course, you will learn the

Working knowledge of SQL (or Structured Query Language) is a must for data professionals like Data Scientists, Data Analysts and Data Engineers. Much of the world's data resides in databases. SQL is a

Unlock the power of data with "Tableau, Networks & Time Series Data Visualization" . This comprehensive program is designed to teach you the essentials of data storytelling through visualizations usin

Data analytics professionals are in high demand around the world, and the trend shows no sign of slowing. There are lots of great jobs available, but lots of great candidates too. How can you get the

This is primarily aimed at first- and second-year undergraduates interested in psychology, statistics, data analysis, and research methods along with high school students and professionals with simila

This course is all about matrices, and concisely covers the linear algebra that an engineer should know. The mathematics in this course is presented at the level of an advanced high school student,

Develop a thorough understanding of model evaluation beyond accuracy—a vital skill in professional business analytics. Test models against constantly changing data, compare competing solutions, and ad

Transform your analytical capabilities into competitive advantage with AI-powered decision intelligence. This Short Course was created to help data analysts accomplish strategic business impact throu

You will need to join or merge two or more data sets at different points in your work as a data enthusiast. The dplyr package offers very sophisticated functions to help you achieve the join operation