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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 Mengimpor Data di R

DasarTingkat Keterampilan
4.7+
368 ulasan
3 jam
Dalam kursus ini, Anda akan belajar membaca file CSV, XLS, dan teks di R menggunakan alat seperti readxl dan data.table.

Kursus

Web Scraping dengan Python

MenengahTingkat Keterampilan
4.7+
1.069 ulasan
4 jam
Pelajari cara mengambil dan mengurai informasi dari internet menggunakan pustaka Python scrapy.

Kursus

Membuat Dashboard di Tableau

DasarTingkat Keterampilan
4.8+
1.478 ulasan
3 jam
Dashboard adalah hal yang wajib dimiliki dalam dunia yang didorong oleh data. Tingkatkan dampak Anda terhadap kinerja bisnis dengan dashboard Tableau.

Kursus

Analisis Data Eksploratori dengan R

MenengahTingkat Keterampilan
4.7+
1.249 ulasan
4 jam
Pelajari cara menggunakan teknik grafis dan numerik untuk mulai mengungkap struktur data Anda.

Kursus

Power Query Tingkat Menengah di Excel

MenengahTingkat Keterampilan
4.7+
1.136 ulasan
4 jam
Berdasarkan pengetahuan dasar Anda tentang Power Query di Excel, kursus menengah ini akan membawa Anda ke tingkat berikutnya dalam menguasai transformasi data.

Kursus

Pengujian Hipotesis di R

MenengahTingkat Keterampilan
4.7+
1.016 ulasan
4 jam
Pelajari cara dan kapan menggunakan pengujian hipotesis di R, termasuk uji t, uji proporsi, dan uji chi-square.

Kursus

Perancangan Eksperimen dengan Python

MenengahTingkat Keterampilan
4.7+
1.859 ulasan
4 jam
Terapkan pengaturan desain eksperimen dan lakukan analisis statistik yang kuat untuk menarik kesimpulan yang tepat dan valid!

Kursus

Menggabungkan Data dengan dplyr

DasarTingkat Keterampilan
4.7+
1.272 ulasan
4 jam
Pelajari cara menggabungkan data dari beberapa tabel untuk menjawab pertanyaan yang lebih kompleks menggunakan dplyr.

Kursus

Persiapan Data di Alteryx

DasarTingkat Keterampilan
4.8+
1.133 ulasan
3 jam
Menguasai persiapan, pembersihan, dan analisis data master di Alteryx Designer, baik Anda seorang analis pemula maupun berpengalaman.

Kursus

Manipulasi Data di Snowflake

DasarTingkat Keterampilan
4.8+
1.069 ulasan
2 jam
Menguasai teknik manipulasi dan analisis data utama seperti pernyataan CASE, subquery, dan CTEs di Snowflake.

Kursus

Analisis Deret Waktu dengan Python

MenengahTingkat Keterampilan
4.8+
138 ulasan
4 jam
Dalam kursus berdurasi empat jam ini, Anda akan mempelajari dasar-dasar analisis data deret waktu menggunakan Python.

Kursus

Sampling di R

MenengahTingkat Keterampilan
4.7+
878 ulasan
4 jam
Menguasai teknik sampling untuk mendapatkan statistik yang lebih akurat dengan data yang lebih sedikit.

Kursus

Regresi Tingkat Menengah di R

MenengahTingkat Keterampilan
4.7+
809 ulasan
4 jam
Pelajari cara melakukan regresi linier dan logistik dengan beberapa variabel penjelas.

Kursus

Membersihkan Data di R

MenengahTingkat Keterampilan
4.7+
816 ulasan
4 jam
Pelajari cara membersihkan data dengan cepat dan akurat agar Anda dapat beralih dari data mentah menjadi wawasan yang luar biasa.

Kursus

Menganalisis Kampanye Pemasaran dengan pandas

DasarTingkat Keterampilan
4.7+
430 ulasan
4 jam
Asah keterampilan Anda dalam mengelola data dan jawab pertanyaan pemasaran dengan menggabungkan, memotong, memvisualisasikan, dan banyak lagi!

Kursus

Visualisasi Data di Databricks

DasarTingkat Keterampilan
4.8+
627 ulasan
3 jam
Buat visualisasi dan dasbor dinamis dengan Databricks, mengubah data mentah menjadi wawasan yang jelas dan dapat ditindaklanjuti.

Kursus

Menghubungkan Data di Tableau

DasarTingkat Keterampilan
4.8+
1.177 ulasan
3 jam
Pelajari cara menghubungkan Tableau ke berbagai sumber data dan mempersiapkan data untuk analisis yang lancar.

Kursus

Pengantar Oracle SQL

DasarTingkat Keterampilan
4.8+
260 ulasan
4 jam
Asah keterampilan Anda dalam Oracle SQL, termasuk dasar-dasar SQL, pengelompokan data, penggabungan data, dan penyesuaian data.

Kursus

Pivot Table di Google Sheets

DasarTingkat Keterampilan
4.8+
223 ulasan
2 jam
Pelajari cara membuat tabel pivot dan dengan cepat mengorganisir ribuan titik data hanya dengan beberapa klik.

Kursus

Visualisasi Data di Tableau

DasarTingkat Keterampilan
4.7+
852 ulasan
6 jam
Data visualization is one of the most desired skills for data analysts. This course allows you to present your findings better using Tableau.

Kursus

Pengantar Statistik di Google Sheets

DasarTingkat Keterampilan
4.8+
609 ulasan
4 jam
Learn how to leverage statistical techniques using spreadsheets to more effectively work with and extract insights from your data.

Kursus

Transformasi Data dengan Polars

MenengahTingkat Keterampilan
4.9+
122 ulasan
4 jam
Tingkatkan Polars dengan manipulasi teks, statistik bergulir, join DataFrame, dan analitik lanjutan.

Kursus

Membuat Database PostgreSQL

DasarTingkat Keterampilan
4.8+
638 ulasan
4 jam
Pelajari cara membuat basis data PostgreSQL dan jelajahi strukturnya, jenis data, serta cara menormalisasi basis data.

Kursus

A/B Testing in Python

MenengahTingkat Keterampilan
4.7+
364 ulasan
4 jam
Learn the practical uses of A/B testing in Python to run and analyze experiments. Master p-values, sanity checks, and analysis to guide business decisions.

Kursus

Transformasi Data di Alteryx

DasarTingkat Keterampilan
4.8+
802 ulasan
2 jam
Buka potensi Alteryx untuk transformasi data, menguasai Crosstab, Transpose, dan optimasi alur kerja dalam kursus interaktif ini.

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?

Projects allow you to apply your knowledge to a wide range of datasets to solve real-world problems in your browser

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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