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Data Analysis courses

Data analysis courses teach techniques for inspecting, cleaning, transforming, and modeling data to discover useful information, inform conclusions, and support decision-making. Build your analysis skills using technologies such as Python, R and SQL.

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Coba DataCamp for Business

Recommended for Data Analysis beginners

Build your Data Analysis skills with interactive courses, curated by real-world experts

Kursus

Menganalisis Data di Tableau

DasarTingkat Keterampilan
4.8+
1.719 ulasan
8 jam
Tingkatkan keterampilan Tableau Anda dengan analitik lanjutan dan visualisasi.

Program

Analis Data Asisten dalam SQL

4.7+
181 ulasan
39 jam
Dapatkan keterampilan SQL yang Anda butuhkan untuk mengakses database, menganalisis hasilnya, dan menjadi Analis Data yang mahir dalam SQL. Tidak diperlukan pengalaman pemrograman sebelumnya!

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Kursus

Pengantar Statistika di R

MenengahTingkat Keterampilan
4.7+
2.101 ulasan
4 jam
Kembangkan keterampilan statistik Anda dan pelajari cara mengumpulkan, menganalisis, serta menarik kesimpulan yang akurat dari data.

Kursus

Fungsi DAX di Power BI

DasarTingkat Keterampilan
4.8+
4.737 ulasan
3 jam
Ekspresi Analisis Data (DAX) memungkinkan Anda meningkatkan keterampilan Power BI Anda ke tingkat berikutnya dengan menulis fungsi khusus.

Kursus

DAX Menengah di Power BI

MenengahTingkat Keterampilan
4.8+
4.175 ulasan
3 jam
Temukan berbagai macam perhitungan DAX dan pelajari cara menggunakannya di Microsoft Power BI.

Kursus

Analisis Data Eksploratori di Power BI

DasarTingkat Keterampilan
4.8+
3.874 ulasan
3 jam
Pelajari cara membuat laporan yang berdampak dengan Exploratory Data Analysis (EDA) Power BI untuk mengungkap wawasan lebih cepat dan mendorong nilai bisnis.

Kursus

Laporan di Power BI

MenengahTingkat Keterampilan
4.7+
3.099 ulasan
3 jam
Tingkatkan visualisasi Power BI Anda dengan keterampilan yang sudah Anda miliki. Pelajari teknik bercerita data alternatif, bukan sekadar membangun dasbor.

Kursus

Studi Kasus: HR Analytics di Power BI

DasarTingkat Keterampilan
4.8+
3.967 ulasan
3 jam
Gunakan keterampilan Anda untuk mengimpor, menganalisis, dan memvisualisasikan data Sumber Daya Manusia (SDM) menggunakan Power BI.

Kursus

Pengantar Visualisasi Data dengan ggplot2

DasarTingkat Keterampilan
4.7+
2.539 ulasan
4 jam
Pelajari cara menghasilkan visualisasi data yang bermakna dan indah dengan ggplot2 dengan memahami grammar of graphics.

Kursus

Fungsi Excel Lanjutan

MenengahTingkat Keterampilan
4.8+
1.219 ulasan
2 jam
Tingkatkan keterampilan Excel Anda dengan fungsi referensi lanjutan, pencarian, dan basis data melalui latihan praktis.

Kursus

Manipulasi Data dengan dplyr

DasarTingkat Keterampilan
4.8+
721 ulasan
4 jam
Bangun keterampilan Tidyverse dengan mempelajari cara mentransformasi dan memanipulasi data menggunakan dplyr.

Kursus

Pengantar Polars

DasarTingkat Keterampilan
4.8+
510 ulasan
3 jam
Pelajari cara mengolah, membersihkan, dan menganalisis data secara efisien menggunakan Polars, sebuah perpustakaan Python untuk manipulasi data yang cepat.

Kursus

Pengantar NumPy

DasarTingkat Keterampilan
4.8+
1.498 ulasan
4 jam
Kuasai keterampilan Anda dalam NumPy dengan belajar cara membuat, mengurutkan, menyaring, dan memperbarui array menggunakan sensus pohon di NYC.

Kursus

Analisis Tren di Power BI

MenengahTingkat Keterampilan
4.8+
3.380 ulasan
3 jam
Tingkatkan laporan Anda dengan teknik analisis tren seperti time series, decomposition trees, dan key influencers.

Kursus

Koneksi Data di Power BI

DasarTingkat Keterampilan
4.8+
3.610 ulasan
2 jam
Temukan berbagai cara untuk meningkatkan keterampilan impor data Power BI Anda.

Kursus

Pengantar Regresi dengan statsmodels di Python

MenengahTingkat Keterampilan
4.8+
2.969 ulasan
4 jam
Ramalkan harga properti dan rasio klik iklan dengan menerapkan, menganalisis, dan menafsirkan analisis regresi menggunakan statsmodels di Python.

Kursus

Pengujian Hipotesis dengan Python

MenengahTingkat Keterampilan
4.7+
3.606 ulasan
4 jam
Pelajari cara dan waktu yang tepat untuk menggunakan uji hipotesis umum seperti uji t, uji proporsi, dan uji chi-square di Python.

Kursus

Desain Laporan di Power BI

MenengahTingkat Keterampilan
4.7+
3.026 ulasan
3 jam
Lanjutkan perjalanan visualisasi data Anda dengan mempelajari teknik praktis untuk memasukkan measure DAX dan progressive disclosure ke dalam laporan Anda.

Kursus

Konsep Desain Dasbor

DasarTingkat Keterampilan
4.8+
1.117 ulasan
2 jam
Learn the skills needed to create impactful dashboards. Understand dashboard design fundamentals, visual analytics components, and dashboard types.

Kursus

Menyebarkan dan Memelihara Aset di Power BI

MenengahTingkat Keterampilan
4.8+
3.264 ulasan
2 jam
Pelajari cara menerapkan dan memelihara aset di Power BI. Anda akan memahami antarmuka Power BI Service dan elemen utamanya seperti workspace.

Kursus

Menganalisis Data di Tableau

DasarTingkat Keterampilan
4.8+
1.719 ulasan
8 jam
Tingkatkan keterampilan Tableau Anda dengan analitik lanjutan dan visualisasi.

Kursus

Memahami Excel

DasarTingkat Keterampilan
4.8+
1.359 ulasan
1 jam
Pelajari dasar-dasar Excel dengan cepat: navigasi lembar kerja, terapkan rumus, analisis data, dan buat grafik pertama Anda!

Kursus

Pengantar Regresi di R

MenengahTingkat Keterampilan
4.8+
1.500 ulasan
4 jam
Prediksi harga properti dan tingkat klik iklan dengan menerapkan, menganalisis, dan menafsirkan analisis regresi menggunakan R.

Kursus

Pengantar Google Sheets

DasarTingkat Keterampilan
4.8+
1.924 ulasan
2 jam
Hidupkan Google Sheets Anda dengan menguasai keterampilan dasar seperti rumus, operasi, dan referensi sel.

Kursus

Pengantar Kueri SQL dengan AI

DasarTingkat Keterampilan
4.8+
618 ulasan
3 jam
Pelajari SQL Querying dengan AI dengan menulis prompt, menghasilkan query, dan menganalisis data untuk memecahkan masalah dunia nyata.

Kursus

Power Pivot di Excel

DasarTingkat Keterampilan
4.8+
1.511 ulasan
3 jam
Master Power Pivot in Excel to help import data, create relationships, and utilize DAX. Build dynamic dashboards to uncover actionable insights.

Kursus

Pemasukan Data yang Efisien dengan pandas

MenengahTingkat Keterampilan
4.8+
1.901 ulasan
4 jam
Pelajari cara mengumpulkan data dari format file dan sistem umum seperti file CSV, spreadsheet, JSON, basis data SQL, dan API.

Kursus

Analisis Data di Google Sheets

DasarTingkat Keterampilan
4.8+
1.222 ulasan
3 jam
Learn to use Google Sheets to clean, analyze, and draw insights from data. Discover how to sort, filter, and use VLOOKUP to combine data.

Kursus

Pengantar Sigma

DasarTingkat Keterampilan
4.8+
480 ulasan
2 jam
Mulailah dengan Sigma! Pelajari cara membuat dan menyesuaikan dasbor interaktif sederhana untuk analisis real-time.

Sumber daya terkait dengan Data Analysis

blogs

How to Become a Data Analyst in 2026: 5 Steps to Start Your Career

Learn how to become a data analyst and discover everything you need to know about launching your career, including the skills you need and how to learn them.
Elena Kosourova's photo

Elena Kosourova

15 mnt

blogs

30 Data Analytics Projects for All Levels in 2026

Explore our list of data analytics projects for beginners, final-year students, and professionals. The list consists of guided/unguided projects and tutorials with source code.
Abid Ali Awan's photo

Abid Ali Awan

13 mnt

Tutorials

Alteryx Tutorial: A Comprehensive Hands-On Guide for Data Analytics

Dive into our detailed Alteryx tutorial and learn how this powerful data analytics tool can transform your data handling experience. This guide covers everything from installation to advanced workflow automation in Alteryx, making it the perfect resource for beginners and seasoned data professionals alike.
Kurtis Pykes 's photo

Kurtis Pykes

11 mnt


Ready to apply your skills?

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Frequently asked questions

Is data analysis easy to learn?

It’s different for everyone. Some people pick up data analysis very quickly, while others need a bit more time. The underlying theory and concepts are not hard to understand (or highly technical), but you’ll need to learn a few popular data analysis tools. 

This includes SQL and databases, a programming language such as Python or R, spreadsheets and Excel, and software such as Power BI or Tableau. 

It might sound like a lot, but each technology is easy to learn individually, especially when you choose data analysis courses from a dedicated online training provider like DataCamp.

Has AI changed the role or need for data analysts?

AI is indeed transforming the data analyst's role. Rather than replacing them, it has automated repetitive tasks, freeing analysts to focus on complex issues, interpret AI results, and strategize. Although AI aids in data analysis, human supervision for training and adjusting AI models remains crucial. Thus, AI is changing the analyst role but increased its importance.

Which data analysis course is the best?

We only release courses that meet our high quality standards, which is why DataCamp is known as a leading platform for learning data analysis! That being said, our Data Analyst with Python Career Track is one of our most popular, comprehensive course programs for acquiring the skills to become a data analyst from scratch.

How can I become a data analyst quickly?

To become a data analyst quickly, a structured learning path like DataCamp's Career Tracks is beneficial. For example, programs such as our Data Analyst with Python and Data Analyst with Power BI Tracks are designed to gradually upskill you in the various concepts, technologies and processes required to be a data analyst.

And importantly, becoming a data analyst requires dedication and consistency in learning, while embracing a positive attitude towards problem-solving. Applying your knowledge to real-world projects helps solidify concepts, and creating a data portfolio to showcase these projects can demonstrate your proficiency to potential employers.

See our 'How to become a data analyst' article for further guidance.

How can online courses help you learn data analytics?

DataCamp's courses provide a flexible and convenient way to learn data analytics at your own pace. Our data analytics courses, taught by industry experts, offer interactive exercises and practical projects that help you apply theoretical concepts to real-world scenarios.

Do I need a background in programming to start learning data analytics?

No, you don't need a programming background to start learning data analytics. Our beginner courses, such as Introduction to SQL and Analyzing Data in Tableau, are designed to accommodate beginners and gradually introduce programming concepts, if needed.

What jobs can you get with data analysis skills?

With data analysis skills in your technical tool kit, you have plenty of job options:

  • Data analyst
  • Database administrator
  • Systems analyst
  • Business intelligence
  • Digital marketer
  • Data scientist
  • Financial analyst
  • And many more!

Because the modern business world is data-driven, people with data analysis skills find it easy to get work in an eclectic mix of industries and sectors.

Are data analysis skills in demand?

Yes, data analysts are some of the most in-demand professionals worldwide. Data from the US Bureau of Labor Statistics suggest the number of jobs for analysts is expected to grow by 23% between 2021 and 2031.

How can I prove my data analysis skills to employers?

To prove your data analysis skills to employers, you can complete our industry recognized Data Analyst Certification. This certification showcases your data analysis knowledge using SQL and either Python or R.

What tools and software are commonly used in data analytics?

Common tools in data analytics include Excel, SQL, Python, R, Tableau, and Power BI. These tools help in data manipulation, analysis, and visualization.

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