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数据科学在 Coursera

探索180在线数据科学课程和学习计划Coursera.

概述

There are 180 learning opportunities created by Coursera to develop your skills and build your data career. Click a course or program below for more information.

课程和项目 (180)

Coursera (180)

Advanced Data Analysis and Collaboration in Qlik Sense

Advanced Data Analysis with ChatGPT

Advanced Data Science Techniques (with AWS Integration)

Agentic AI Performance & Reliability

AI and European Union Law: Navigating Regulatory Compliance

AI Content with Make.com: Automate Instagram Reel Scripts

AI-Enhanced Content Creation:Elevate Copywriting with Humata

AI-Enhanced Presentations Captivating Audiences with TOME

AI in Workforce Management

AI Sales Calling with Vapi: Automated SAAS Demo Scheduler

Analyze Box Office Data with Seaborn and Python

Analyze Website Visitors with Google Analytics Segments

Automated Report Generation with Generative AI

AWS AutoGluon for Machine Learning Classification

Azure Data Engineering: Cosmos DB, SQL & Analytics

Basic Image Classification with TensorFlow

Benchmark & Optimize LLM App Performance

Breast Cancer Prediction Using Machine Learning

Build a Chatbot with Voiceflow: Ecommerce Customer Support

Build & Adapt LLM Models with Confidence

Build and deploy a stroke prediction model using R

Building a Machine Learning Solution

Building GenAI Applications and Agents

Building Statistical Models in R: Linear Regression

Build your first Search Engine using AWS Kendra

Cervical Cancer Risk Prediction Using Machine Learning

Cinematic Storytelling Simplified: Mastering Lumen5 AI

Clean, Analyze, and Visualize Your Data

Collaborate and Code: GitHub with Python and Jupyter

Conducting Exploratory Data Analysis

Copy.AI for Beginners: Generate texts for various use cases

Covid-19 Death Medical Analysis & Visualization using Plotly

Create Interactive Dashboards with Streamlit and Python

Creating Multi Task Models With Keras

Custom Reports in Google Analytics

Data Analysis with OpenAI API: Save time with GenAI

Data Analysis with SQL: Inform a Business Decision

Database Creation and Modeling using MYSQL Workbench

Databricks Mosaic AI

Data Engineering: Pipelines, ETL, Hadoop

Data Management: Dictionaries, Quality and Communication

Data Manipulation and Management using MYSQL Workbench

Data Modeling with Power BI: Advanced DAX Calculations

Data Science Beyond the Basics (ML+DS)

Data Science Challenge

Data Validation with Alteryx: Testing and Optimization Tools

Data Visualization in Tableau: Create Dashboards and Stories

Data Visualization using Plotly

Data Visualization with OpenAI API: Generate code with GenAI

Débuter avec ImageJ

Decision Tree Classifier for Beginners in R

Deep Learning with PyTorch

Deep Learning with PyTorch : GradCAM

Deploy A Microsoft Azure Speech To Text Web App

Design & Present Responsible AI Solutions

Detect AI Anomalies: Real-Time Outliers

Detecting COVID-19 with Chest X-Ray using PyTorch

Diabetes Prediction With Pyspark MLLIB

Engineering Data Ecosystems: Pipelines, ETL, Spark

Evaluate LLMs: Test and Prove Significance

Evaluating Large Language Model Outputs: A Practical Guide

Explainable AI: Scene Classification and GradCam Visualization

Exploratory Data Analysis With Python and Pandas

2 小时

初学者

6996

Fake News Detection with Machine Learning

Financial Reporting with Tableau: Parameters & Filters

Fine Tune BERT for Text Classification with TensorFlow

Forecast bikeshare demand using time series models in R

GenAI for AWS: AI-Driven Cloud Automation & Scaling

GenAI for Azure: AI-Powered Cloud Optimization Strategies

GenAI for Business Intelligence Analysts

GenAI for Cloud Support Associates

GenAI for Contract Drafting Basics

GenAI for Customer Analytics and Insights with JUNE

GenAI for Customer Journey Mapping

GenAI for Customer Service Teams

GenAI for DevOps Practitioners

GenAI for Dynamic Advertising and Media Buying

GenAI for Everyone

GenAI for Fraud Analysts: Improving Detection Efficiency

GenAI for Fraud Detection and Compliance

GenAI for Learning and Development

GenAI for Legal Researchers: Accelerating Case Analysis

GenAI for Loan Officers: Revolutionizing Credit Scoring

GenAI for Mobile App Developers (iOS, Android)

GenAI for Onboarding: Automating Employee Journeys

GenAI for Paralegals: Streamlining Legal Drafting

GenAI for Patient Care Coordinators and Case Management

GenAI for Product Managers

GenAI for Project Managers: Scaling with GenAI

GenAI for Risk Management Essentials

GenAI for Sales Development Representatives

GenAI for Sales Reps: Streamlining Lead Qualification

GenAI for Sales Teams

GenAI for Social Media and Influencer Marketing

GenAI for Technology Consultants

GenAI in Litigation and Dispute Resolution

GenAI Summarization with Langchain: Summarize Text Documents

Generative AI for Data Visualization and Data Storytelling

Generative AI for Sales

Getting Started in Google Analytics

GoHighLevel for Beginners: Voice AI Automated Appointments

Google Bard for Beginners: Text Generation with Prompts

Harden AI: Patch and Recover Incidents Fast

Harnessing LLMs: Strategy, Fine-Tuning & Evaluation

Hyperparameter Tuning with Keras Tuner

Interpretable Machine Learning Applications: Part 1

Introduction to Business Analysis Using Spreadsheets: Basics

Jasper AI: Writing a Product Review Blog Post

Joining Data in R using dplyr

Landing.AI for Beginners: Build Data Visualization AI Models

Les Expressions Régulières en Python

Leveraging AI for Enhanced Content Creation

LLM Engineering with RAG: Optimizing AI Solutions

Logistic Regression with NumPy and Python

Machine/Deep Learning for Mining Quality Prediction-Enhanced

Machine Learning for Kyphosis Disease Classification

Machine Learning in Retail

Machine Learning with PySpark: Customer Churn Analysis

Make.com for Beginners: LinkedIn Post Automation With GPT-4

Manage Data for an Online Grocer Using MySQL Workbench

Master Data Analysis with Pandas: Learning Path 1 (Enhanced)

Mastering Data Analysis with Pandas: Learning Path Part 2

Mastering Data Analysis with Pandas: Learning Path Part 3

Mastering Data Analysis with Pandas: Learning Path Part 4

Mastering Data Analysis with Pandas: Learning Path Part 5

Maximizing the Generative AI Value

Medical Insurance Premium Prediction with Machine Learning

Microsoft Copilot for Power BI: AI-Powered Report Insights

Mining Quality Prediction Using Machine & Deep Learning

ML Parameters Optimization: GridSearch, Bayesian, Random

Modern Data Analytics with Python, Excel & Generative AI

Naive Bayes 101: Resume Selection with Machine Learning

Navigating Generative AI: A CEO Playbook

Next-Generation AI Assistant: Claude by Anthropic

Next-Gen Workplace Automation with GenAI

NightCafe for Beginners: Create AI Art

OpenAI: Consistent Response Strategies

Optimize TensorFlow Models For Deployment with TensorRT

Overview of Data Visualization

Partition & Monitor AI Models Effectively

Plots Creation using Matplotlib Python

Pneumonia Classification using PyTorch

Predictive Analytics for Business with H2O in R

Principal Component Analysis with NumPy

Product Recommender System: OpenAI Text Embedding

Putting SQL to Work: The TechMart Challenge

Python for Beginners: Variables and Strings

Python for Data Science (and Version Control with GitHub)

Python for Data Visualization: Matplotlib & Seaborn

Querying Databases Using SQL SELECT statement

Real-time data visualization dashboard using Node-red

Responsible AI: Transparency & Ethics

Salesforce Starter Kit

Seaborn: Visualizing Basics to Advanced Statistical Plots

Semantic Segmentation with Amazon Sagemaker

Simple Linear Regression for the Absolute Beginner

Simulation of Call Centre Operations Using R Simmer

Snowflake for Data Science: Intro to Snowpark ML for Python

Solving ML Regression Problems with AWS AutoGluon

SQL CASE Statements

SQL for Data Science (and Version Control with GitHub)

SQL Mathematical Functions

Statistics For Data Science

Support Vector Machines in Python, From Start to Finish

Synthflow for Beginners: Build a Voice AI Receptionist

TensorFlow for Beginners: Basic Binary Image Classification

Tesla Stock Price Prediction using Facebook Prophet

Text Generation with Cohere: Recognizing Similarities

The Role of the CEO in Navigating GenAI

Time Series Data Visualization And Analysis Techniques

Titanic Survival Prediction Using Machine Learning

Transfer Learning for NLP with TensorFlow Hub

Transforming Exploratory Data Analysis with AI

Use Generative AI as Your Thought Partner

Use Python for Non-Data Role

Using Descriptive Statistics to Analyze Data in R

Using probability distributions for real world problems in R

Visualize and Alert AI Performance KPIs

Where, Why, and How of Lambda Functions in Python

Zero-Shot & Few-Shot Learning: Master AI with Minimal Data