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KLASTERING SUARA BERDASARKAN GENDER MENGGUNAKAN ALGORITMA K-MEANS DARI HASIL EKSTRAKSI FFT (Fast Fourier Transform) Izzah, Nailul
Jurnal Ilmiah Soulmath : Jurnal Edukasi Pendidikan Matematika Vol 6 No 1 (2018)
Publisher : Universitas Dr. Soetomo

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (701.344 KB) | DOI: 10.25139/sm.v6i1.790

Abstract

Speech recognition process is kind of applied  Technique of digital sign process that is widely used for many applications, for example technology in the field of telecommunications  which isn't  only able to provide for serving for sending text data but also it can serve for sending data using sound. From technology development of signal process emerges new idea to make application program by creating new sofware to display sound signal characteristic based on frequency and highest magnitude. Clustering is part of pattern recognition science which is made for system that can perform into a groups. In this research, the researcher will distinguish between male voice or female voice. Mechanism process uses Collecting  voice samples, then the feature extraction using  FFT  that  produce  two main  features  that is maximum  value of  frequency and maximun  value of  magnitude. After that, k-means alogarithm process is used  for grouping voice of  male clusteror  female cluster. The  result of this research uses 20 training data  and 20 testing data that will  produce 75% level of accuracy for training data and 100% for testing data.
Kajian Teoritis Pengembangan Bahan Ajar Bahasa Arab Syaifullah, Muhammad; Izzah, Nailul
Arabiyatuna : Jurnal Bahasa Arab Vol 3, No 1 (2019)
Publisher : Institut Agama Islam Negeri (IAIN) Curup

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29240/jba.v3i1.764

Abstract

The need for Arabic language teaching materials is very important in achieving learning objectives. A teacher, student and material is an inseparable unit for success in a learning process. The purpose of what and how the position of teaching materials in learning; includes the role for teachers, students, in classical, individual, and group learning. Principles for the development of Arabic teaching materials; Principles of Socio-Culture, Psychological Principles, and Principles of Language and Education. Then how about the character and steps of developing Arabic teaching materials.Type of library research or library research, which takes data sources from theories in literature. The implications of this study have contributed to the ease of a teacher to develop teaching materials that will be applied to students by paying attention to the principles and characters of the teaching material, namely Arabic.
PENGARUH BAHAN ORGANIK KOTORAN AYAM, BEKATUL, DAN BUNGKIL KELAPA MELALUI PROSES FERMENTASI BAKTERI PROBIOTIK TERHADAP POLA PERTUMBUHAN DAN PRODUKSI BIOMASSA Daphnia sp. Izzah, Nailul; Suminto, -; Herawati, Vivi Endar
Journal of Aquaculture Management and Technology Vol 3. No 2 (2014): Journal of Aquaculture Management and Technology
Publisher : Journal of Aquaculture Management and Technology

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (163.478 KB)

Abstract

Daphnia sp. merupakan salah satu pakan alami yang potensial untuk dikembangkan guna memenuhi kebutuhan larva ikan pada pembenihan ikan air tawar. Bahanorganikkotoranayam, bekatul, danbungkilkelapa yangdifermentasi dengan bakteriprobiotik diharapkan dapat meningkatkan efisiensi pemanfaatan  pakan dan pertumbuhan Daphnia sp di dalam kultur.Tujuanpenelitian ini adalah mengetahui pengaruh bahan organik kotoran ayam, bekatul, dan bungkil kelapa yang difermentasi terhadap pola pertumbuhandan produksi biomasa Daphnia sp.Penelitian ini dilaksanakan dari bulan Juni-Desember 2013 bertempat di Laboratorium Budidaya Perairan Fakultas Perikanan dan Ilmu Kelautan, Universitas Diponegoro.Metode penelitian ini menggunakan eksperimen dengan Rancangan Acak Lengkap (RAL)yang terdiri dari 5 perlakuan yang masing-masing 3 (tiga) kali ulangan. Media kultur yang digunakan adalah air dengan pemupukan kotoran ayam sebanyak 1,2 g/L. Perlakuan tersebut adalahpemberian pakan hasil fermentasi dari 1,2 g/L bekatul dan 0 g/L bungkil kelapa (A),  0,9 g/L bekatul dan 0,3 g/L bungkil kelapa (B), 0,6 g/L bekatul dan 0,6 g/L bungkil kelapa (C), 0,3 g/L bekatul dan 0,9 g/L bungkil kelapa (D), dan 0 g/L bekatul dan 1,2 g/L bungkil kelapa sebagai perlakuan E. Hasil penelitian ini menunjukkan bahwa pemberian bahan organik, kotoran ayam, bekatul, dan bungkil kelapa melalui proses fermentasi probiotik berpengaruh terhadap pola pertumbuhan dan produksi biomassa Daphnia sp. Perlakuan E memberikan nilai terbaik dengan nilai (k)(0,26±0,01), puncak populasi (1888,89±70,71), fase kematian(1518,52±11,66), dan hasil produksi biomassa sebesar 158,50 mg/L. Namun, pada variabel lag phase menunjukan hasil terbaik pada perlakuan B sebanyak 1,35 hari.Daphnia sp .is one of live food organisms that potential to be developed on the availability of live food organisms for suitable fish larvae in the hatchery.The organics of chicken manure, rice bran and coconut cake that has been fermented using probiotic bacteria are expected to increase the feed utilization effeciency and the Daphnia sp. growth in the culture.The purpose of this study was to know the effect of organic matters of chickenmanure, rice bran and coconut cake fermented on the the growth pattern and biomass production of Daphnia sp.The experiment was started from June to Desember 2013 Aquaculture Laboratory in the Faculty of Fisheries and Marine Science, Diponegoro University. The experimental method was employed in this research with completely randomized design (CRD) consisting of five treatments and three replicates, respectively. The cultrure media used was tap water with fertilyzed by chicken manure of 1.2 g/L. Those treatments were fermented feed inoculaion of 1.2 g/L rice bran and 0 g/L coconut cake (A), 0.9 g/L rice bran and 0.3 g/L coconut cake (B), 0.6 g/L rice bran and 0.6 g /L coconut cake (C), 0.3 g/L rice bran and 0.9 g/L coconut cake (D), and 0 g/L rice bran and 1.2 g/L coconut cake (E). This research results showed that the addition of organic manures, rice bran, and coconut cake through fermentation probiotics significantly different on the pattern of growth and biomass production of Daphnia sp. E treatment was given the best result with value (k)(0.26±0.01), the highest population (1888.89±70.71), death phase(1518.52±11.66), and the result of biomass production(158.5 mg/L). But in the variable of phase lag, B treatment showed the best result it was 1.35 days.
PENGARUH PENAMBAHAN PROBIOTIK DAN MINYAK IKAN PADA PAKAN TERHADAP HISTOPATOLOGI LAMBUNG IKAN SIDAT (Anguilla sp.) Izzah, Nailul; Arsad, Sulastri; Ekawati, Arning Wilujeng
JFMR (Journal of Fisheries and Marine Research) Vol 3, No 1 (2019): JFMR VOL 3 NO.1
Publisher : JFMR (Journal of Fisheries and Marine Research)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (470.135 KB) | DOI: 10.21776/ub.jfmr.2019.003.01.11

Abstract

Ikan sidat (Anguilla sp.) merupakan jenis ikan yang mempunyai nilai permintaan ekspor yang tinggi di Indonesia. Tetapi pada tahun 2011 volume ekspor menurun sebesar 39.1% yang diakibatkan oleh lambatnya laju pertumbuhan karena rendahnya daya cerna protein, karbohidrat dan lemak dalam pakan oleh sidat. Pemeriksaan histopatologi merupakan salah satu cara dalam mendiagnosa adanya perubahan sel dalam jaringan ikan. Metode yang digunakan yaitu eksperimental dengan dosis probiotik yang berbeda 10 ml/kg; 15 ml/kg; 20 ml/kg dan 25 ml/kg dan penambahan minyak ikan masing-masing 5%. Dari hasil penelitian, nilai skoring kerusakan histopatologi lambung terendah pada perlakuan dosis 15 ml/kg diperoleh rata-rata dan standart deviasi kerusakan jaringan sebesar (1.40±0.20) radang; (1.27±0.23) kongesti dan (1.53±0.43) nekrosis. Sedangkan nilai makrofag tertinggi pada dosis 15ml/kg dengan nilai 2.13±0.31 sehingga dapat disimpulkan bahwa nilai tersebut mampu memberikan perbedaan yang signifikan terhadap histopatologi lambung pada ikan sidat (Anguilla sp.) selama masa pemeliharaan. Penggunaan probitoik dapat menurunkan resiko kerusakan histopatologi lambung ikan sidat dan dapat lebih efektif meningkatkan daya cerna ikan sidat sehingga dapat diaplikasikan pada budidaya ikan sidat (Anguilla sp.) dengan dosis 15ml/kg dan minyak ikan 5% pada pellet guna meminimalisir kerusakan jaringan pada sel.Kata kunci: Ikan sidat, Kesehatan ikan, Probiotik, Histopatologi
SISTEM PENDUKUNG KEPUTUSAN PEMILIHAN SUPPLIER OBAT MENGGUNAKAN METODE WEIGHTED PRODUCT Izzah, Nailul; Ardianik, Ardianik
Buana Matematika : Jurnal Ilmiah Matematika dan Pendidikan Matematika Vol 8 No 2 (2018)
Publisher : Universitas PGRI Adi Buana Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1429.148 KB) | DOI: 10.36456/buanamatematika.v8i2:.1731

Abstract

The pharmacy is a place for distributing pharmaceutical supplies (medicines) to the public. As an agency that deals directly with customers and the number of suppliers who want to distribute their goods through the pharmacy, it is necessary to choose suppliers to establish good and profitable cooperation. This research was held at the Sulfa Sulfida Lamongan Pharmacy. The purpose of this study is to design and build a decision support system to select suppliers and their implementation. The method used in supplier selection is a weighted product, where suppliers will be assessed based on price criteria, payment tempo, timeliness of delivery, accuracy in number and service support. The results showed that the weighted product method can be implemented in the decision support system for selecting drug suppliers at the Sulfa Sulfida Lamongan Pharmacy. This is evidenced by the same value between the calculation of the system and manually or in the system. Key Word: decision support system, supplier, weighted product
Analisis Pertukaran Waktu dan Biaya Menggunakan Metode Time Cost Trade Off (TCTO) pada Proyek Pembangunan Perumahan di PT. X Izzah, Nailul
Rekayasa Vol 10, No 1: April 2017
Publisher : Universitas Trunojoyo Madura

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (450.909 KB) | DOI: 10.21107/rys.v10i1.3604

Abstract

Pada pembangunan proyek perumahan, perencanaan dibutuhkan untuk memperhitungkan berbagai variabel pekerjaan yang menyangkut sumber daya yang terbatas seperti waktu dan biaya. Tujuan dari penelitian ini  adalah mendeskripsikan aktivitas jaringan kerja yang optimal dengan metode Critical Path Method (CPM), perencananaan kelayakan yang optimal dengan metode Program Evaluation and Review Technique (PERT), dan mendeskripsikan waktu dan biaya proyek yang efisien dengan metode Time Cost Trade Off (TCTO) pada proses pembangunan perumahan. Jalur kritis dari penerapan metode critical path method (CPM) dimulai dari pekerjaan persiapan (A) sampai pekerjaan pagar (AB), tetapi ada satu yang tidak termasuk pada jalur kritis yaitu pekerjaan plafond (H). Pekerjaan tersebut memiliki nilai slack 25, artinya kegiatan tersebut memiliki kelonggaran waktu pengerjaan selama 25 hari. Dari penerapan metode program evaluation and review technique (PERT), proyek perumahan dapat diselesaikan lebih cepat dari kurun waktu normal selama 555 hari dengan waktu yang diharapkan 547 hari dengan peluang 64,8%. Sedangkan dari penerapan metode time cost trade off (TCTO), efisiensi waktu pengerjaan proyek dengan penambahan pekerja adalah 5,76% dengan selisih percepatan 32 hari kerja dan efisiensi biayanya adalah 0,156% dengan biaya optimal sebesar Rp. 6.753.245.793Kata kunci: Critical Path Method (CPM), Program Evaluation and Review Technique (PERT), Time Cost Trade Off (TCTO).  Time Exchange Analysis and Cost Using Time Cost Trade Off (TCTO) Method in Housing Development Projects in PT. XABSTRACTIn the construction of housing projects, planning is needed to account for the various work variables involving limited resources such as time and cost order to achieve the stated objectives and achieve the desired results. The purpose of this research is to describe optimal network activity from the application of Critical Path Method (CPM) method, to describe optimal feasibility planning from applying of Program Evaluation and Review Technique (PERT) method, and to describe time and cost of efficient project from application of Time method Cost Trade Off (TCTO) on the housing development process. The critical path from the application of the method of critical path method (CPM) starts from the preparatory work (A) to the fence work (AB), but there is one that is not included in the critical path ie the ceiling work (H). The work has a slack value of 25, meaning that the activity has a working time clearance for 25 days. From the implementation of the evaluation and review technique (PERT) program method, the housing project can be completed faster than the normal time period of 555 days with the expected time 547 days with a chance of 64.8%. While from the time cost trade off (TCTO) method, the time efficiency of project work with the addition of worker is 5.76% with the acceleration difference of 32 working days and the cost efficiency is 0.156% with the optimum cost of Rp.6.753.245.793.
MANAJEMEN PEMBELAJARAN AL-ISLAM DALAM IMPLEMENTASI KURIKULUM 2013 (PERBANDINGAN DI SMP MUHAMMADIYAH 2 DAN 3 YOGYAKARTA) Izzah, Nailul
G-Couns: Jurnal Bimbingan dan Konseling Vol 4, No 2 (2020): G-Couns Jurnal Bimbingan dan Konseling
Publisher : Universitas PGRI Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31316/g.couns.v4i2.807

Abstract

Penelitian ini dilakukan untuk mengetahui keberhasilan pembelajaran Al-Islam, mengetahui perbedaan dan persamaan manajemen pembelajaran Al-Islam, dan mengetahui faktor penghambat dan solusi strategisnya manajemen pembelajaran Al-Islam dalam implementasi Kurikulum 2013. Jenis penilitian ini adalah penelitian fenomenologi, dengan pendekatan mixed method menggabungkan dua bentuk penelitian kualitatif dan kuantitatif. Metode yang digunakan dengan trianggulasi, teknik pengumpulan data dilakukan melalui observasi, dokumentasi, wawancara mendalam, dan angket, kemudian analisis data yang dilakukan menggunakan konsep Miles and Huberman. Hasil penelitian ini menunujukan bahwa manajemen pembelajaran Al-Islam dalam implementasi Kuirkulum 2013 di SMP Muhammadiyah 2 dan 3 Yogyakarta. 1) Manajemen pembelajaran Al-Islam di SMP Muhammadiyah 2 dan 3 Yogyakarta sudah menjalankan sesuai tupoksinya dengan baik. 2) Kendala yang dihadapi guru dalam pembelajaran Al-Islam dalam implementasi 2013, yaitu; alokasi waktu yang sedikit, banyaknya muatan materi pelajaran pada masing-masing Al-Islam (Akhlak, Al-Qur’an, Fikih dan Tarikh), input siswa menengah. 3) Persamaan manajemen pembelajaran dikedua sekolah meliputi; Leading, Planning, Organizing, Controlling. 4. Perbedaan manajemen pembelajaran Al-Islam SMP Muhammadiyah 2 dominan KTSP, mengutamakan penialian sikap.Kata Kunci: manajemen, pembelajaran al-islam, kurikulum 2013.
SOSIALISASI MODEL BISNIS HIJAU DALAM MENDORONG TRANSFORMASI EKONOMI HIJAU PADA IBU RUMAH TANGGA DIDESA SUMUR DALAM PROBOLINGGO Pradani, Rizki Febri Eka; Rusmawati, Rusmawati; Izzah, Nailul; Kulsum, Ummi; Pramita, Riska Dwi; Novianti, Nuraini Ike
Jurnal Pengabdian Masyarakat Sabangka Vol 3 No 05 (2024): Jurnal Pengabdian Masyarakat Sabangka
Publisher : Pusat Studi Ekonomi, Publikasi Ilmiah dan Pengembangan SDM Azramedia Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62668/sabangka.v3i05.1258

Abstract

Green business has become a significant issue due to the environmental crisis and increasing consumption that lacks sustainability awareness. Implementing green business for housewives in Sumur Dalam Village, most of whom are unemployed, is crucial to promote a green economy and enhance creativity in producing marketable products. This community service activity aims to increase understanding of green business models among housewives in Sumur Dalam Village, enabling them to build businesses that contribute to the environment and improve family income. The partners in this activity are 20-30 housewives aged 20-35 years who are unemployed, encouraging entrepreneurship. The implementation method consists of preparation, execution, and evaluation. The expected result of this activity is to enhance the creativity and understanding of housewives regarding green business.
Analisis Pengendalian Kualitas Produk Songkok Menggunakan Metode Statistical Proses Control dan 5W+2H pada UD. Tiga Kunci Rufaidah, Anik; Izzah, Nailul; Suparno, Suparno; Rosyidi, Moh Ririn
Jurnal Optimalisasi Vol 10, No 2 (2024): Oktober
Publisher : Universitas Teuku Umar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35308/jopt.v10i2.9856

Abstract

In the period of the quality manufacturing sector, it is critical to pay attention to raw materials and product compatibility for consumers in order to preserve the quality supplied to them. Quality control is an important step in ensuring that the products produced fulfill defined specifications. Statistical Process Control (SPC) is a technique for monitoring and controlling the manufacturing process using statistical approaches. UD Tiga Kunci Songkok is a top manufacturer of high-quality songkok in Bungah Village, Gresik Regency, Indonesia. Established in 1985, our company has been dedicated to preserving the archipelago's traditions and culture by producing exquisite and comfortable songkok. Even yet, there are still flaws that arise at UD Songkok Tiga Kunci. Defects continue to develop throughout the last five months, from January to May 2024. There are 132 songkoks with faults. If this situation is not addressed, UD will suffer financial losses. Three Key Chompong aims to improve product quality and competitiveness by expanding the use of SPC in songkok production. Additionally, this 5W2H will address product defects. The research revealed that there are three sorts of faults that develop in UD  Tiga Kunci: 45.5% of disorderly amounts, 40.2% of sloppy stitching, and 14.4% of velvet fabric, with the highest number of flaws. The control chart shows values of ucl=0.093, lcl=0, and cl/p ̅=0.043, indicating no deviation from the control line (despite the presence of flaws in the defect proportion). The factors that cause the most flaws in Songkok (untidy sum) are man, material, machine, and process. Knowing this, the corrective actions made at UD. Tiga Kunci keys monitor and evaluate each songkok manufacturing process to obtain mitigation procedures for songkok products.
PROGRAM PENGABDIAN MASYARAKAT MELALUI WORKSHOP ANALISIS DATA PENELITIAN PENDIDIKAN DI IAI QOMARUDDIN GRESIK Rufaidah, Anik; Izzah, Nailul; Sofiyanurriyanti, Sofiyanurriyanti; Suparno, Suparno; Rosyidi, Moh. Ririn
Jurnal Terapan Abdimas Vol 4, No 1 (2019)
Publisher : UNIVERSITAS PGRI MADIUN

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (405.84 KB) | DOI: 10.25273/jta.v4i1.3825

Abstract

Abstrak. This Community Service Program is one form of Tri Dharma Higher Education activities that must be carried out including Education, Research, and Community Service. One of the activities carried out in this training was in the field of education. One of them is training on data analysis workshops in the PAI department at the Qomaruddin Islamic Institute (IAIQ) Gresik. Through community service activities, it is important for lecturers to provide a distribution of knowledge and practice in the world of education. The purpose of the activity in this study is that lecturers can implement theories in lectures at the center of society and to analyze final assignment data using statistics and application software. The method of this research is a mixture of quantitative and qualitative methods with descriptive analysis techniques. The sample of this study was 120 students majoring in PAI at IAI Qomaruddin Gresik. Implementation methods used in activities include: 1) Simple linear regression training, 2) Training in statistical hypothesis determination, 3) Descriptive statistical training, 4) Data analysis. The research was conducted on Sunday, March 10, 2016 at the Qomaruddin Gresik IAI Hall. Data collection tools and techniques are guidelines for study documentation, training, focus group discussions (FGD) and question and answer questions for students. Benefits achieved in PPM activities include lecturers having analytical and conceptual abilities through real activities in the community and being able to learn directly from the community. IAI PAI POMaruddin Students can analyze data by applying the application of statistical science to Final Project data. Qomaruddin Gresik College, especially in the Department of Islamic Education IAI Qomaruddin. In the PKM activity on the training "Data Analysis Workshop for Research in Education at the Department of Islamic Studies of the Qomaruddin Islamic Institute (IAIQ) until Gresik Bungah". The results of this training show the level of success obtained in these activities including to describe data by representing the value of data concentration and the value of data dissemination and can group large amounts of data into the form of frequency distribution, Training with Hypothesis analysis material on estimating average values, the hypothesis of the estimated value of variance and the hypothesis of the estimated value of proportions, in the regression analysis the form of the model between independent variables with non-independent variables in which the two variables are interconnected in the form of models Y = α + β X + ε, and can apply with applications in MINITAB software and SPSS.Keywords: Research, Public Service, College, Data Analysis Abstract. Program Pengabdian Masyarakat ini merupakan salah satu bentuk kegiatan Tri Dharma Perguruan Tinggi yang wajib dilakukan antara lain Pendidikan, Penelitian, dan Pengabdian Masyarakat. Salah satu kegiatan yang dilakukan pada pelatihan ini, adalah dibidang pendidikan. Salah satunya adalah pelatihan tentang workshop analisis data di jurusan PAI di Institut Agama Islam Qomaruddin (IAIQ) Gresik. Melalui kegiatan pengabdian masyarakat memiliki arti penting bagi dosen untuk memberikan distribusi ilmu dan praktek di dalam dunia pendidikan. Tujuan dari kegiatan pada penelitian ini adalah Dosen dapat mengimplementasikan teori-teori dalam perkuliahan saat ditengah masyarakat dan untuk menganalisi data tugas akhir dengan menggunakan ilmu statistika dan software aplikasinya. Metode penelitian ini adalah metode campuran kuantitatif dan kualitatif dengan teknik analisis deskriptif. Sampel penelitian ini berjumlah 120 mahasiswa jurusan PAI di IAI Qomaruddin Gresik. Metode pelaksanaan yang digunakan pada kegiatan antara lain: 1) Pelatihan regresi linier sederhana, 2) Pelatihan penentuan hipotesis statistik,3) Pelatihan statistika deskriptif, 4) Analisis Data. Penelitian dilaksanakan pada hari minggu 10 Maret 2016 bertempat di Aula IAI Qomaruddin Gresik. Alat dan teknik pengumpulan data adalah pedoman studi dokumentasi, pelatihan, focus group discussion (FGD) serta tanya jawab terhadap mahasiswa. Manfaat yang dicapai dalam kegiatan PPM antara lain Dosen memiliki kemampuan analisis dan konseptual lewat kegiatan nyata dalam masyarakat serta dapat belajar langsung dari masyarakat, Mahasiswa Jurusan PAI IAI Qomaruddin dapat menganalisis data dengan menerapkan aplikasi ilmu statistika pada data Tugas Akhir, Bertambahnya mitra kerja Sekolah Tinggi Teknik Qomaruddin Gresik Perguruan Tinggi, khususnya diJurusan PAI  IAI Qomaruddin. Dalam kegiatan PKM tentang pelatihan “Workshop Analisis Data Untuk Penelitian Di Bidang Pendidikan di Jurusan PAI Institut Agama Islam Qomaruddin (IAIQ) sampurnan Bungah Gresik”. Hasil kegiatan pelatihan ini menunjukkan tingkat keberhasilan yang didapatkan dalam kegiatan tersebut diantaranya untuk mendiskriptifkan data dengan mewakili nilai pemusatan data dan nilai penyebaran data dan bisa mengelompokkan data yang jumlahnya besar kedalam bentuk distribusi frekuensi, Pelatihan dengan materi analisis Hipotesis pada pendugaan terhadap nilai rata-rata, hipotesis terhadap nilai dugaan variansi dan hipotesis terhadap nilai dugaan proporsi, pada analisis regresi bentuk model anatara variabel bebas dengan variabel tak bebas yang mana kedua variabel tesebut saling berhubungan berupa model Y = α + β X +ε, serta dapat mengaplikasikan dengan aplikasi pada software MINITAB dan SPSS.Keywords: Penelitian, Pengabdian Masyarakat, Perguruan Tinggi, Analisis Data
Co-Authors Aditya, Bagus Galih ahmad arifin Ainiyah, Maslakhatul Ainul Yaqin Alisa, Alisa Amalia, Dian Risky Amaliyah Mushthoza, Dina Anggraini, Wulan Ariliana Ariyanda, Ariyanda Arning Wilujeng Ekawati Arsad, Sulastri Ayu Saputri, Dinda Azizah, Riski Nur bin Abdul Wahab, Muhammad Nubli Chamid, Noer Deddy Junaedi Erwanto, Nanang Fidani, Riki Firdaus, Rayyan Hafidz Yusuf, Muhammad Halim, Nur Hanim, Muhammad Ismail Hendi, Ade Hidayah, Afifah Nor Hidayati, Irva Nur Huwaida, Nisrina Iksan Iksan Jaenullah, Jaenullah Khalim, Muhammad Nur Kusumawardani, Rahma Indah Lailatul Munawaroh, Lailatul Luthfi Afani, Indah Luthfiyah, Nurul Marissa, Erni Mohamad Riyadi Mubarokah, Siti Muhamad Agus Mushodiq, Muhamad Agus Muhammad Rivai Muhammad Syaifullah, Muhammad Munawar, Endang Narto Narto, Narto Nia Indah Purnamasari, Nia Indah Nisa, Kurniaan Lailatun Novianti, Nuraini Ike Nur, Kholida Paramita, Nurhapsari Pradnya Permatasari, Irsa Ardhita Pradani, Rizki Febri Eka Pramita, Riska Dwi Pratiwi, Bety Dwi Putri, Wakhidati Nurrohmah Putri, Wakhidatul Nurrohmah Rahman, Ryan Arif Rasdi Rasdi, Rasdi Rifqi Khairul Anam Rohmah, Nafi'atu Roidah, Salma Roji, Fatkhur Rosyidi, Maulana Rozi, Muhammad Fahrur Rozikin, Ahmad Khoirur Rufaidah, Anik Rusmawati Rusmawati, Rusmawati Sofiyanurriyanti Suminto Suminto Suparno Suparno Sutarto, Auditya Purwandini Suwinda, Suwinda Syuhadak, Syuhadak Ubay Harun Ulfatun Hasanah Umi Habibah Ummi Kulsum Vivi Endar Herawati Widyaningrum, Erika Diah Ari Yusuf, Moh Hafidz Yusuf, Muhammad Hafidz Zaenal Arifin Zain, Zidan Almas