Grow your data skills, discover how to manipulate and visualize data, and apply advanced analytics to make data-driven decisions.
Jalur pembelajaran keterampilan data
Dapatkan keahlian khusus di bidang tertentu dengan Skill Tracks, kumpulan kursus yang disusun oleh para ahli industri untuk membantu Anda mengembangkan keterampilan data dan mengambil langkah besar berikutnya.
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- Dapatkan pengalaman praktis
- Menguasai keterampilan pelengkap
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atau
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Kembangkan keterampilan data Anda dengan mengikuti serangkaian video panduan dan latihan interaktif.
Master the SQL fundamentals needed for business, learn how to write SQL queries, and start analyzing your data using this powerful language.
Pelajari dasar-dasar kecerdasan buatan (AI), pelajari cara memanfaatkan AI secara efektif untuk pekerjaan, dan jelajahi model seperti ChatGPT untuk memahami lanskap AI yang dinamis.
Data literacy isn't just for data specialists; it's a fundamental life skill that everyone needs.
Gain the essential skills you need to use Power BI. Create your own visualizations and dashboards from scratch. No prior experience required.
Level-up your R programming skills! Learn how to work with common data structures, optimize code, and write your own functions.
Gain the essential skills you need to use Excel, from preparing data to writing formulas and creating visualizations. No prior experience is required.
Percepat perjalanan AI Anda, kuasai ChatGPT, dan kembangkan strategi Kecerdasan Buatan yang komprehensif.
Build your Python programming skills. Learn how to work with modules and packages, work with built-in data types, and write custom functions.
Learn the art of Machine Learning and come away as a boss at prediction, pattern recognition, and the beginnings of Deep and Reinforcement Learning.
Prepare for the GitHub Foundations Certification by learning the fundamentals of Git and GitHub: version control, collaboration, and branching.
Learn to create AI-powered applications with the latest AI developer tools, including the OpenAI API, Hugging Face, and LangChain.
From understanding to data storytelling - gain valuable Data Literacy Skills to tackle the toughest data challenges.
Prepare for Amazon’s AWS Certified Cloud Practitioner (CLF-C02) by learning how to use and secure core AWS compute, database, and storage services.
Continue your machine learning journey into deep learning. Use the PyTorch library to create neural networks to model different data types.
Temukan bagaimana agen kecerdasan buatan (AI) dapat mengubah cara Anda bekerja dan memberikan nilai tambah bagi organisasi Anda!
Prepare for Microsoft’s Azure Fundamentals certification (AZ-900) by learning the fundamentals of Azure: computing, storage, and networking.
Boost your business SQL skills. Learn how you can use SQL to quickly analyze data and build powerful reports to overcome business problems.
Learn the fundamentals of Java and start building real-world applications with one of the most widely used programming languages in the world.
Get hands-on with Snowflake! Learn to query, model, and manage data in this interactive intro for data engineers, analysts, and BI professionals.
Explore the essentials of ChatGPT and prompt engineering. Master crafting prompts to maximize ChatGPT's capabilities.
Learn the essentials of Tableau and develop the skills you need to pass the Tableau Desktop Specialist certification. No prior experience required!
Take the pain out of data manipulation using pandas. You’ll learn how to transform, sort, and filter data in DataFrames, ready for quick analysis.
Acquire the skills necessary to master Alteryx Designer to pass the Alteryx Core Certification exam. No previous experience is required.
Level-up your programming skills. Learn how to optimize code, write functions and tests, and use best-practice software engineering techniques.
Supercharge your Excel skills with Excel Power Tools: Master Power Query, Power Pivot, and the dynamic M Language.
Confidently learn to calculate statistics and probability, evaluate statistical models, and draw conclusions from hypothesis tests.
Building APIs in Python teaches you to create and manage APIs with Python and FastAPI through practical, hands-on courses and projects.
Pelajari konsep dasar data, pahami cara menjawab pertanyaan dunia nyata menggunakan data, dan menjadi pengambil keputusan yang lebih percaya diri berdasarkan data.
Learn the power of Docker and Kubernetes, this interactive track will allow you to build and deploy applications in modern environments.
Discover the art of data storytelling. Transform raw information into memorable narratives.
Unlock the secrets of data governance: manage, secure, and protect data effectively.
This short track will take your dashboarding and reporting skills to the next level.
Supercharge your data science skills using Python's most popular and robust data visualization libraries.
Master how to process big data and leverage it efficiently with Apache Spark using the PySpark API.
Learn version control with Git from basics to advanced workflows. Track changes, manage repositories, and collaborate efficiently.
Master AI leadership with this track: monetize AI, build trust with Responsible and Explainable AI, and secure your innovations. Lead with confidence!
Pelajari cara mentranskrip dan mengekstrak wawasan menarik dari buku, situs ulasan, dan artikel online menggunakan Pemrosesan Bahasa Alami (NLP) dalam Python.
Tulis kode dan bangun aplikasi perangkat lunak lebih cepat dari sebelumnya dengan alat pengembangan AI terbaru, termasuk GitHub Copilot, Windsurf, dan Replit.
Build reliable, scalable data pipelines with dbt Fundamentals, a hands-on track designed for data analysts, data engineers, analytics engineers.
Become a Google Sheets master. Learn the core skills you need to analyze data using Google Sheets.
Learn how to build impactful LLM applications, including RAG workflows and agentic systems, using the LangChain framework!
Dive into the foundations of Machine Learning Operations (MLOps), learning the concepts of productionizing and monitoring machine learning models!
Acquire core competencies in Sigma through hands-on training - learn to make insights, AI apps, and governed analytics. No experience required.
Begin creating AI systems using models from OpenAI. Learn how to use the OpenAI API to prompt OpenAI's GPT and Whisper models.
Gain the starting SQL Server skills you need to summarize data, join tables, and analyze your data using SQL Server functions.
Gain the essential skills you need to analyze financial data in Power BI.
Gain the skills you need to manipulate, interpret, and visualize time series data in Python, using pandas, NumPy, and Matplotlib.
Gain the real-world data prepping skills you need to reveal the insights that matter! Discover how to import, clean, and work with APIs and web data.
Learn to develop large language models (LLMs) with PyTorch and Hugging Face, using the latest deep learning and NLP techniques.
Bangun aplikasi yang didukung oleh kecerdasan buatan (AI) dengan Snowflake. Mengelola data master dan kecerdasan buatan generatif untuk menciptakan solusi cerdas di cloud.
Discover the power of statistics in R. Learn the key statistical concepts, topics, and techniques used by data scientists and statisticians every day.
Gain the database skills you need to become a confident, high-earning SQL DBA. Learn how to create, grow, and manage your PostgreSQL database.
Gain the introductory skills you need to make data-driven financial decisions in Python—using pandas, NumPy, statsmodels, and pyfolio libraries.
Dive in and learn the key SQL Server skills you need to securely set-up, design, and maintain your business’s database.
Gain the Python skills you need to analyze marketing campaigns, drill into social media data, and use machine learning to predict customer churn.
Learn KNIME Analytics Platform and prep for the L1 certification. Gain data preparation, transformation, and visualization skills to build workflows.
Temukan model AI open-source terbaru, dataset, dan aplikasi, bangun agen AI, dan sesuaikan model bahasa besar (LLMs) dengan Hugging Face. Bergabunglah dengan komunitas AI terbesar hari ini!
Master the fundamentals of reinforcement learning (RL) to create models that can navigate complex real-world environments and train LLMs.
Master the most popular supervised machine learning techniques to begin making predictions with labeled data.
Bring your data into focus with data visualizations in R using ggplot2. Learn the graphical and plot-building skills to tell better data stories.
Menguasai Undang-Undang Kecerdasan Buatan Uni Eropa (EU AI Act) dan dasar-dasar kecerdasan buatan. Pelajari cara memahami peraturan dan membangun kepercayaan dengan Kecerdasan Buatan yang Bertanggung Jawab.
Apply your Python skills to take on image data! From pre-processing to deep learning, you'll discover the many ways you can leverage image data.
Start exploring the world of computational biology with essential Bioconductor packages and workflows for next-generation sequencing data analysis.
Master the foundations of responsible AI. Gain essential ethics, data management, and compliance skills to govern AI across its entire lifecycle.
Enhance your Python financial skills. Learn how to evaluate portfolios, calculate credit risk, and create GARCH models to forecast volatility.
Powerful toolkit for smarter decisions. Build, optimize, and evaluate decision models, avoid bias, and apply analytical thinking to real problems.
Master GDPR, data privacy, and security to safeguard data, ensure compliance, and build trust in a digital world.
Co-created with Corporate Finance Institute (CFI)—gain the finance and Python skills you need to enter the world of finance.
Master the fundamentals of object-oriented programming, including inheritance, polymorphism, type hinting, abstract base classes, and interfaces.
Explore Python-based statistical analysis to gain essential decision-making skills such as A/B testing and Bayesian models.
Elevate your machine learning skills to production level with this focused skill track.
Take the pain out of data manipulation using dplyr and tidyr. Learn how to transform, sort, and filter your data, ready for quick analysis.
Predict categorical and numeric responses via classification and regression, and discover the hidden structure of datasets with unsupervised learning.
Import and tidy data, wrangle and visualize data, and model and communicate with data in R with the tidyverse.
Build your knowledge of dates and times, regular expressions, and algorithms in Python!
Experiment with Llama 3 to run inference on pre-trained models, fine-tune them on custom datasets, and optimize performance.
Expand your Google Sheet skills. Learn how data validation, statistics, and regular expressions can save you time with Excel and Sheets!
Learn how to extract meaningful insights from time series data in R. Explore how to model, forecast, and visualize time series data.
Gain the real-world skills you need to import and clean your data when working in R—making it possible for you to reveal the insights that matter.
Master data visualization with Plotly and Dash. Create interactive visualizations and dashboards and transform data into valuable business insights.
Learn how to use Shiny, a popular R package, to build highly interactive web applications and share your analyses as dashboards and visualizations.
A core set of skills in statistical inference necessary to understand, interpret, and tune your statistical & machine learning models.
Take your machine learning skills to the next level. Use the Keras library to create and optimize neural networks to model complex data types.
Grow the R skills you need to work with social media data, perform market basket analysis, and use machine learning to guide your marketing decisions.
Discover text mining in R and learn how to extract exciting insights from tweets, product reviews, and books through sentiment analysis in R.
Discover Julia: fast, user-friendly language for all data tasks. Build from basics up to all things DataFrames, with no prior experience required!
Work with big data in R via parallel programming, interfacing with Spark, writing scalable & efficient R code, and learn ways to visualize big data.
Grow your financial Google Sheet skills. Learn how to build basic business models, use financial formulas, and create loan amortization schedules.
Build beautiful interactive maps, explore your data by zooming into and hovering over plots, and design engaging, dynamic charts in R.
Gain the introductory skills you need to make data-driven financial decisions in R—using the xts, zoo, tidyquant, and PortfolioAnalytics packages.
Generate, explore, evaluate, and tune the parameters of different supervised machine learning models.
Grow your financial skills in R. Learn how to evaluate portfolios, calculate credit risk, and create GARCH models to forecast volatility.
Learn to build machine learning models more effectively using more efficient code and clean data in the tidyverse.
Mulai
Tidak perlu coding—pelajari semua hal yang selama ini Anda takut tanyakan tentang data science.
Data literacy isn't just for data specialists; it's a fundamental life skill that everyone needs.
Pelajari konsep dasar data, pahami cara menjawab pertanyaan dunia nyata menggunakan data, dan menjadi pengambil keputusan yang lebih percaya diri berdasarkan data.
Dicintai oleh para pelajar di ribuan perusahaan
Siapa yang mengajar di DataCamp?
Kenali para ahli di balik pelatihan ini. Dengan bergabung di DataCamp, Anda akan mendapatkan akses ke wawasan dari para pemimpin di bidang teknologi, ilmu data, bisnis, dan akademisi.
Belajar dengan
Sowmya Vivek
Data Science Coach. Lihat profil lengkap.
Belajar dengan
Darryl Reeves Ph.D
Industry Assistant Professor, NYU Tandon School of Engineering. Lihat profil lengkap.
Belajar dengan
Rick Scavetta
Rick Scavetta is a co-founder of Scavetta Academy.. Lihat profil lengkap.
Apa itu DataCamp?
Pelajari keterampilan data dan AI yang Anda butuhkan secara online dengan kecepatan Anda sendiri—mulai dari dasar-dasar non-koding hingga ilmu data, kecerdasan buatan, dan machine learning.
Mulai Belajar GratisKita belajar paling baik dengan praktek langsung
Metode pembelajaran yang teruji dari DataCamp.
Apa yang membuat DataCamp berbeda?
Kami percaya belajar efektif melalui praktek. Dengan DataCamp, Anda menyelesaikan latihan pemrograman coding dunia nyata langsung di browser Anda – tanpa mengunduh atau instalasi yang rumit. Ayo mulai belajar sekarang!
Pelajari Lebih Lanjut
Dibandingkan dengan platform lain, DataCamp jauh lebih menarik dan interaktif, serta menawarkan kursus yang diajarkan oleh para ahli terbaik dalam bidang Python dan R.
FAQs
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Siap belajar?
Bergabung dengan 19 juta pelajar dan melangkah lebih jauh, lebih cepat, dengan DataCamp.
Mulai Belajar GratisDataCamp Untuk Bisnis