sql projects kaggle

} There exist many different SQL databases such as: SQLite, MySQL, Postgres, Oracle and Microsoft SQL Server. Notebooks and computation. div#h5p_5fe3e5ec85ef1 ul.WWNum2 li ul li ul li ul li ul li ul li ul li ul li {margin-left: 4in;text-indent: 3.75in;font-size: 11pt;} Interactive deep learning book with code, math, and discussions. Latest titles for B.Sc, BE, B.Tech, BCA, MCA, ME, M.Tech students projects. These are some of the ML project ideas along with the source code to help you learn and master Machine Learning. Solve real-world problems in Python, R, and SQL. div#h5p_5fe3e5ec85ef1 ul.WWNum2 li ul li ul li ul li ul li ul li ul li ul li ul li ul li:before {counter-increment: ulWWNum2_10;content: counter(ulWWNum2_10, decimal) ". div#h5p_5fe3e5ec85ef1 span.ListLabel_20_15 {text-decoration: none !important;text-decoration-style: none !important;font-size: 11pt;} This allows you to work on projects that interest you, instead of projects that are listed in an online SQL course or tutorial. SQL & Databases: Download Practice Datasets . Picture of our Kaggle Data ETL Tool Structure Diagram 1. For the ease of use and characteristics of Hive SQL, we decided to install Hive on our Hadoop cluster. Here we list down 3 best sites where we get our datasets from for our data science projects. div#h5p_5fe3e5ec85ef1 p.Heading_20_2 span {color: #783f04;font-family: Oswald;font-family: Oswald;font-size: 11pt;} Getting started Let's go through the process of signing up to Kaggle and firing up a … Visualized manufacturing time series data and detected production flow and abnormal patterns in Python. Discussion: There is an entire Discussion section on Kaggle apart from the margin-bottom: 0; Ready to learn or review your knowledge! } 免费学代码系列:小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战. div#h5p_5fe3e5ec85ef1 ul.WWNum1 li ul li ul li ul li ul li ul li ul li ul li ul li ul li {margin-left: 2.75in;text-indent: -0.25in;font-size: 11pt;} div#h5p_5fe3e5ec85ef1 span.ListLabel_20_10 {text-decoration: none !important;text-decoration-style: none !important;font-size: 11pt;} background-position: left center; 5 Data Science Projects – Data Science Projects For Practice Last updated on Nov 25,2020 43.6K Views Zulaikha Lateef Zulaikha is a tech enthusiast working as a Research Analyst at Edureka. 2nd Place Solution in Kaggle Airbnb New User Bookings competition, The repository provides usefull python scripts for ML and data analysis, 8th place solution (on Kaggle) to the Freesound General-Purpose Audio Tagging Challenge (DCASE 2018 - Task 2). overflow-x: auto !important; div#h5p_5fe3e5ec85ef1 p.Heading_20_6 {text-align: left !important;orphans: 2 !important;widows: 2 !important;writing-mode: lr-tb;margin-top: 0.111in !important;margin-bottom: 0in !important;line-height: 1 !important;keep-together: always !important;keep-with-next: always !important;font-size: 11pt;} div#h5p_5fe3e5ec85ef1 span.T4 {color: #1155cc !important;text-decoration: underline !important;text-decoration-style: solid !important;text-decoration-color: font-color !important;font-size: 11pt;} In the context of this Kaggle competition, some historical knowledge provides an important piece of information that will help create new features in predicting who lived and died.And that important piece is the notion that women and children needed saving first. Published by SuperDataScience Team. div#h5p_5fe3e5ec85ef1 ul.WWNum2 ul ul ul ul {counter-reset: ulWWNum2_5;margin-left: -2in;padding: 0; list-style-type: none;font-size: 11pt;} /*to make sure that floating elements are always inside the document bounds*/ position:relative; div#h5p_5fe3e5ec85ef1 p.P17 span {color: #b45f06;font-family: Oswald;font-family: Oswald;font-size: 42pt;color: #b45f06;font-family: Oswald;font-family: Oswald;font-size: 42pt;} 5th place. height:100%; We hope this list of projects will definitely helpful to you in getting new ideas and topics based on this technology. top:0; Click Start Run and type odbcad32 and press return for the 64 bit administrator. After reading, you can use this workflow to solve other real problems and use it as a template. resize: none; div#h5p_5fe3e5ec85ef1 span.T9 {color: #222222 !important;font-family: Roboto !important;font-size: 12pt !important;font-weight: bold !important;background-color: #ffffff !important;} Kaggle | 1st place solution for Freesound Audio Tagging 2019, Kaggle airbus ship detection challenge 21st solution. div#h5p_5fe3e5ec85ef1 span.ListLabel_20_9 {text-decoration: none !important;text-decoration-style: none !important;font-size: 11pt;} div#h5p_5fe3e5ec85ef1 div {font-size: 11pt;} box-sizing: content-box !important; My background is machine learning and electrical engineering, but I do not have a lot of experience coding in python or SQL. div#h5p_5fe3e5ec85ef1 ul.WWNum2 ul ul ul ul ul ul ul ul {counter-reset: ulWWNum2_9;margin-left: -4in;padding: 0; list-style-type: none;font-size: 11pt;} A prize winning solution for DFDC challenge, AI圈Noah plan-AI数据竞赛Top可复现解决方案(Awesome Top Solution List of Excellent AI Competitions), Pytorch starter kit for Kaggle competitions. In this video I go through 3 data science projects that beginners should do. div#h5p_5fe3e5ec85ef1 p.P1 {margin-top: 0.222in !important;margin-bottom: 0.222in !important;line-height: 2 !important;text-align: center !important;font-size: 11pt;} border: none; The datasets and other supplementary materials are below. .h5p_layout span.dropcap { By using Kaggle, you agree to our use of cookies. ul as its first child*/ SQL, pronounced "sequel" (or S-Q-L, if you prefer), is a critical tool for data scientists. Go to this SQLite ODBC driver source page. div#h5p_5fe3e5ec85ef1 p.P6 {margin-top: 0in !important;margin-bottom: 0in !important;line-height: 1 !important;text-align: center !important;font-size: 11pt;} div#h5p_5fe3e5ec85ef1 p.P21 {text-align: left !important;orphans: 2 !important;widows: 2 !important;writing-mode: lr-tb;margin-top: 0.0835in !important;margin-bottom: 0in !important;line-height: 1 !important;text-align: center !important;margin-top: 0.0835in !important;margin-bottom: 0in !important;font-size: 11pt;} div#h5p_5fe3e5ec85ef1 p.P15 span {color: #783f04;font-family: Oswald;font-family: Oswald;color: #783f04;font-family: Oswald;font-family: Oswald;font-size: 11pt;} ";margin-left: 1.25in;display: table-cell;} Top teams boast decades of combined experience, tackling ambitious problems such as improving airport security or analyzing satellite data. } Insert data into a SQL Server database table, First we create a database name called EUSoccer. div#h5p_5fe3e5ec85ef1 p.P19 span {font-family: Oswald;font-family: Oswald;font-size: 11pt;font-family: Oswald;font-family: Oswald;font-size: 11pt;} div#h5p_5fe3e5ec85ef1 ul.WWNum1 li ul li ul li ul li ul li ul li ul li ul li ul li:before {text-decoration: none !important;text-decoration-style: none !important;counter-increment: ulWWNum1_9;content: counter(ulWWNum1_9, lower-roman) ". } There are plenty of courses and tutorials that can help you learn machine learning from scratch but here in GitHub, I want to solve some Kaggle competitions as a comprehensive workflow with python packages. Copy and Edit 545. div#h5p_5fe3e5ec85ef1 ul.WWNum1 ul ul {counter-reset: ulWWNum1_3;margin-left: -1in;padding: 0; list-style-type: none;font-size: 11pt;} ";margin-left: 1.25in;display: table-cell;} 1. Check out the production-ready version of this project at ClimbsRocks/auto_ml, Open solution to the Home Credit Default Risk challenge , Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks. div#h5p_5fe3e5ec85ef1 ul.WWNum2 li ul li:before {text-decoration: none !important;text-decoration-style: none !important;counter-increment: ulWWNum2_2;content: counter(ulWWNum2_2, lower-latin) ". div#h5p_5fe3e5ec85ef1 span.T10 {color: #222222 !important;font-family: Courier New !important;font-size: 9pt !important;background-color: #ffffe1 !important;} Introduction to DataCamp Projects: If you've never done a DataCamp project, this is the place to start! } div#h5p_5fe3e5ec85ef1 p.P3 {margin-top: 0.139in !important;margin-bottom: 0in !important;font-size: 11pt;} div#h5p_5fe3e5ec85ef1 ul.WWNum2 ul {counter-reset: ulWWNum2_2;margin-left: -0.5in;padding: 0; list-style-type: none;font-size: 11pt;} Run either the 32 bit or 64 bit driver exe file. div#h5p_5fe3e5ec85ef1 table {border-collapse: collapse;font-size: 11pt;} margin-top: 0; margin-bottom: 0.5em; /* External services*/ I don’t ever ask or want to see a portfolio for SQL related jobs. Hive Installation. div#h5p_5fe3e5ec85ef1 span.T8 {color: #222222 !important;font-family: Roboto !important;font-size: 12pt !important;background-color: #ffffff !important;} div#h5p_5fe3e5ec85ef1 p.MP2 {margin-top: 0.139in !important;margin-bottom: 0in !important;font-size: 11pt;} It is used for managing data in relational database management system which stores data in the form of tables and relationship between data is also stored in the form of tables. At this point, I want to practice some of kaggle projects … div#h5p_5fe3e5ec85ef1 p.P20 {text-align: left !important;orphans: 2 !important;widows: 2 !important;writing-mode: lr-tb;margin-top: 0.139in !important;margin-bottom: 0in !important;margin-top: 0.139in !important;margin-bottom: 0in !important;text-align: left !important;font-size: 11pt;} Kaggle Kernel for House Prices competition https://www.kaggle.com/massquantity/all-you-need-is-pca-lb-0-11421-top-4, Cryptocurrency Historical Market Data R Package. div#h5p_5fe3e5ec85ef1 ul.WWNum2 li {margin-left: 0.5in;text-indent: 0.25in;font-size: 11pt;} I am proud of my work because I unfailingly add value to businesses. .h5p_layout ul ul { height: 0; You can use SQL to analyze the dataset you find. EU Soccer . div#h5p_5fe3e5ec85ef1 span.T6 {color: #cc3300 !important;font-family: Roboto !important;font-size: 17pt !important;background-color: #ffffff !important;} div#h5p_5fe3e5ec85ef1 p.P13 {margin-left: 0in !important;margin-right: 0in !important;margin-top: 0in !important;margin-bottom: 0.2083in !important;line-height: 1 !important;text-align: left !important;keep-together: auto !important;orphans: 0 !important;widows: 0 !important;text-indent: 0in !important;keep-with-next: auto !important;font-size: 11pt;} } div#h5p_5fe3e5ec85ef1 span.ListLabel_20_7 {text-decoration: none !important;text-decoration-style: none !important;font-size: 11pt;} 8 SQL Hacks Some SQL Hacks, taken from "SQL Hacks" published by O'Reilly 9 Using SQL with PHP on Amazon EC2 servers Video tutorials showing how to run MySQL, PHP and Apache on Amazon's EC2 cloud servers. div#h5p_5fe3e5ec85ef1 p.Heading_20_5 span {color: #666666;font-family: Trebuchet MS;font-family: 'Trebuchet MS';font-size: 11pt;} I am an accredited bank trader, a chartered public accountant, a skilled programmer and ultimately a great problem solver. SQL stands for Structured Query Language and it is an ANSI standard computer language for accessing and manipulating database systems. div#h5p_5fe3e5ec85ef1 span.ListLabel_20_12 {text-decoration: none !important;text-decoration-style: none !important;font-size: 11pt;} content: none !important; div#h5p_5fe3e5ec85ef1 ul.WWNum1 li ul li ul li ul li {margin-left: 2in;text-indent: 1.75in;font-size: 11pt;} margin-right: 8.50464rem; } USE [master]GOEXEC sp_addlinkedserver   @server = 'EUSoccer', -- the name you give the server in SSMS   @srvproduct = '', -- Can be blank but not NULL   @provider = 'MSDASQL',   @datasrc = 'EU soccer' -- the name of the system dsn connection you createdGO, 5. div#h5p_5fe3e5ec85ef1 ul.WWNum2 ul ul ul ul ul ul ul ul ul {counter-reset: ulWWNum2_10;margin-left: -4.5in;padding: 0; list-style-type: none;font-size: 11pt;} Look around. Kaggle, a popular platform for data science competitions, can be intimidating for beginners to get into.. After all, some of the listed competitions have over $1,000,000 prize pools and hundreds of competitors. Your email address will not be published. font-weight: 500; div#h5p_5fe3e5ec85ef1 ul.WWNum2 li ul li ul li ul li ul li ul li:before {text-decoration: none !important;text-decoration-style: none !important;counter-increment: ulWWNum2_6;content: counter(ulWWNum2_6, lower-roman) ". padding-right: 16px; div#h5p_5fe3e5ec85ef1 ul.WWNum2 ul ul ul ul ul ul ul ul ul ul {counter-reset: ulWWNum2_11;margin-left: -2.75in;padding: 0; list-style-type: none;font-size: 11pt;} font-family: inherit; 4. /*responsive tables*/ } 5th place solution for Kaggle competition Favorita Grocery Sales Forecasting, Open solution to the Data Science Bowl 2018, This is a comprehensive ML techniques with python: Define the Problem- Specify Inputs & Outputs- Data Collection- Exploratory data analysis -Data Preprocessing- Model Design- Training- Evaluation, A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting (GBDT, GBRT, GBM), Random Forest and Adaboost w/categorical features support for Python, Open solution to the Toxic Comment Classification Challenge, Keras implementation of Human Action Recognition for the data set State Farm Distracted Driver Detection (Kaggle), LAMA - automatic model creation framework, Solution to the Outbrain Click Prediction competition. } margin: 0 !important; Kaggle . And, those folks are right, its a great way to start to get your hands dirty, playing with data and different techniques. div#h5p_5fe3e5ec85ef1 p {margin-left: 0in;margin-right: 0in;margin-top: 0.139in;margin-bottom: 0in;line-height: 1.3;text-align: left;keep-together: auto;orphans: 0;widows: 0;hyphenation-ladder-count: no-limit;text-indent: 0in;keep-with-next: auto;writing-mode: page;font-size: 11pt;} div#h5p_5fe3e5ec85ef1 ul.WWNum2 ul ul ul ul ul ul ul {counter-reset: ulWWNum2_8;margin-left: -3.5in;padding: 0; list-style-type: none;font-size: 11pt;} Exploration. div#h5p_5fe3e5ec85ef1 span.ListLabel_20_18 {text-decoration: none !important;text-decoration-style: none !important;font-size: 11pt;} div#h5p_5fe3e5ec85ef1 span.ListLabel_20_13 {text-decoration: none !important;text-decoration-style: none !important;font-size: 11pt;} } div#h5p_5fe3e5ec85ef1 p.Subtitle span {font-size: 13pt;font-style: italic;} .h5p_default_layout { background-color: transparent; .h5p_layout div.youtube { div#h5p_5fe3e5ec85ef1 p.Heading span {font-family: Caladea;font-family: Caladea;font-size: 14pt;} Available in multi-frameworks. It is the most downloaded data from Kaggle and let’s start it from there. div#h5p_5fe3e5ec85ef1 p.P14 {margin-left: 0in !important;margin-right: 0in !important;margin-top: 0in !important;margin-bottom: 0.2083in !important;line-height: 1.3 !important;text-align: left !important;keep-together: auto !important;orphans: 0 !important;widows: 0 !important;text-indent: 0in !important;keep-with-next: auto !important;font-size: 11pt;} Intro to SQL. Gain the skills you need to do independent data science projects. by the way, i have written stored procedures, queries and projects(c#) with transact-sql. .h5p_layout span[id^="_Toc"]{ div#h5p_5fe3e5ec85ef1 p.P11 {margin-top: 0in !important;margin-bottom: 0.2083in !important;line-height: 1 !important;text-align: center !important;font-size: 11pt;} Code for 3rd place solution in Kaggle Human Protein Atlas Image Classification Challenge. div#h5p_5fe3e5ec85ef1 ul.WWNum2 li ul li ul li ul li ul li ul li ul li ul li ul li {margin-left: 4.5in;text-indent: 4.25in;font-size: 11pt;} By using Kaggle, you agree to our use of cookies. .c3-tooltip-container td.name { content: ' '; .h5p_layout *{ div#h5p_5fe3e5ec85ef1 span.ListLabel_20_11 {text-decoration: none !important;text-decoration-style: none !important;font-size: 11pt;} solution for the American Epilepsy Society Seizure Prediction Challenge, Kaggle-like machine learning competition platform, A collection of notebooks of my Machine Learning class written in python 3, kaggleのporto-seguro-safe-driver-prediction, michaelのsolver, Solution to Kaggle - Web Traffic Time Series Forecasting. } wbr:after { content: "\00200B"; } Monday Dec 03, 2018. Become A Software Engineer At Top Companies. div#h5p_5fe3e5ec85ef1 ul.WWNum1 li ul li ul li ul li ul li {margin-left: 2.5in;text-indent: 2.25in;font-size: 11pt;} margin-bottom: 0; div#h5p_5fe3e5ec85ef1 table tr {keep-together: auto;font-size: 11pt;} Kaggle Notebooks contain code, computation, and narrative. .h5p_layout iframe { div#h5p_5fe3e5ec85ef1 p.P4 {margin-top: 0.139in !important;margin-bottom: 0in !important;line-height: 1 !important;text-align: center !important;font-size: 11pt;} SQL BI stack may not be the best tools to do data science/statistics work, it changed with the integration of R service into SQL server 2016, I’d like to show that SQL BI is great tool of choice building data model and interactive users report. div#h5p_5fe3e5ec85ef1 ul.WWNum1 li ul li ul li ul li ul li ul li:before {text-decoration: none !important;text-decoration-style: none !important;counter-increment: ulWWNum1_6;content: counter(ulWWNum1_6, lower-roman) ". Inicio; Linha Onde de Cachos; Kit; Camiseta } 3y ago. div#h5p_5fe3e5ec85ef1 div.Graphics {float: none; display: block;margin-left: auto; margin-right: auto;float: none; display: block;margin-left: auto; margin-right: auto;font-size: 11pt;} padding: 0; div#h5p_5fe3e5ec85ef1 p.P15 {text-align: left !important;orphans: 2 !important;widows: 2 !important;writing-mode: lr-tb;margin-top: 0.139in !important;margin-bottom: 0in !important;line-height: 1 !important;margin-top: 0.25in !important;margin-bottom: 0.0555in !important;line-height: 1.39 !important;font-size: 11pt;} .h5p_layout span { div#h5p_5fe3e5ec85ef1 ul.WWNum2 li ul li ul li ul li {margin-left: 2in;text-indent: 1.75in;font-size: 11pt;} A collection of useful modules and utilities (especially helpful for kaggling) not available in Pytorch, 9th Place Solution of Kaggle Global Wheat Detection, Classify each facial image into one of the seven facial emotion categories considered using CNN based on https://www.kaggle.com/c/challenges-in-representation-learning-facial-expression-recognition-challenge, Oriented SSD for "Kaggle Airbus Ship Detection Challenge", Allstate Kaggle Competition ML Capstone Project, Default risk prediction for Home Credit competition - Fast, scalable and maintainable SQL-based feature engineering pipeline, Kaggle新赛(baseline)-基于BERT的fine-tuning方案+基于tensor2tensor的Transformer Encoder方案, Solution for Avito Duplicate Ads Detection competition, Credit Card Fraud Detection using ML: IEEE style paper + Jupyter Notebook, End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle, Diseases Detection from NIH Chest X-ray data, bert on Jigsaw Unintended Bias in Toxicity Classification. I am creative and innovative coming up solutions using technology. Seq2Seq, Bert, Transformer, WaveNet for time series prediction. div#h5p_5fe3e5ec85ef1 span.T2 {color: #783f04 !important;font-size: 18pt !important;font-weight: bold !important;} In this article, I will introduce you on how to get started for free with SQL using Google BigQuery Kaggle integration. .h5p_layout td[data-sorting] p:before, .h5p_layout th[data-sorting] p:before { Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow. For the second day of Advanced SQL we're going to learn how to preform calculations over groups of rows. div#h5p_5fe3e5ec85ef1 ul.WWNum1 li ul li:before {text-decoration: none !important;text-decoration-style: none !important;counter-increment: ulWWNum1_2;content: counter(ulWWNum1_2, lower-latin) ". div#h5p_5fe3e5ec85ef1 ul.WWNum1 ul {counter-reset: ulWWNum1_2;margin-left: -0.5in;padding: 0; list-style-type: none;font-size: 11pt;} /* give zero default top and bottom paddings for paragraphs*/ } font-family: inherit !important; color: #000000; .sortDecorator { font-size: 83.35%; div#h5p_5fe3e5ec85ef1 p.Heading_20_1 {text-align: left !important;orphans: 2 !important;widows: 2 !important;writing-mode: lr-tb;margin-top: 0.3335in !important;margin-bottom: 0in !important;line-height: 1 !important;font-size: 11pt;} DataScience projects for learning : Kaggle challenges, Object Recognition, Parsing, etc. Work with R, Python, and SQL code directly from the browser—no need to install anything. color: #000000; div#h5p_5fe3e5ec85ef1 ul.WWNum1 li ul li ul li ul li ul li ul li ul li ul li ul li {margin-left: 4.5in;text-indent: 4.25in;font-size: 11pt;} >> More Free SQL Project Downloads with Source Code and Documentation >> Free SQL Mini Project Downloads with Source Code and Documentation >> Free SQL Final Year Project Downloads with Source Code and Documentation >> List of Projects in other languages like JAVA, ASP.Net, C#.Net, VB.Net, J2EE, J2ME, PHP, SQL etc. A Kaggle Notebook is essentially a powerful computer that Kaggle lets you access in the cloud. The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6, [UNMAINTAINED] Automated machine learning- just give it a data file! background-repeat: no-repeat; Kaggle offers free and short courses in data science, from learning SQL, to gaining some Data Visualisation knowledge to get useful representations of your data and results. } div#h5p_5fe3e5ec85ef1 p.P19 {text-align: left !important;orphans: 2 !important;widows: 2 !important;writing-mode: lr-tb;margin-top: 0.139in !important;margin-bottom: 0in !important;margin-top: 0.139in !important;margin-bottom: 0in !important;font-size: 11pt;} div#h5p_5fe3e5ec85ef1 ul.WWNum2 ul ul ul {counter-reset: ulWWNum2_4;margin-left: -1.5in;padding: 0; list-style-type: none;font-size: 11pt;} div#h5p_5fe3e5ec85ef1 p.P21 span {font-size: 13pt;font-style: italic;font-size: 13pt;font-style: italic;}, Kaggle Data Analysis Using SQL Server & Power BI. Select the data from the source and insert it into a SQL Server database table. div#h5p_5fe3e5ec85ef1 ul.WWNum2 li ul li ul li ul li:before {text-decoration: none !important;text-decoration-style: none !important;counter-increment: ulWWNum2_4;content: counter(ulWWNum2_4, decimal) ". /* give zero default top and bottom paddings for paragraphs in tables*/ margin-left: 8.50464rem; Loja da Stephania. div#h5p_5fe3e5ec85ef1 ul.WWNum2 ul ul ul ul ul {counter-reset: ulWWNum2_6;margin-left: -2.5in;padding: 0; list-style-type: none;font-size: 11pt;} Credit card fraud detection through logistic regression, k-means, and deep learning. Inventory control management Database Project. Microsoft Power BI SQL Tableau Business Analysis Business Intelligence Data Analysis MySQL Data Modeling Big Data. div#h5p_5fe3e5ec85ef1 ul.WWNum1 ul ul ul ul ul ul {counter-reset: ulWWNum1_7;margin-left: -3in;padding: 0; list-style-type: none;font-size: 11pt;} Code for 3rd place solution in Kaggle Humpback Whale Identification Challenge. Tensorflow implementation : U-net and FCN with global convolution, Spark 2.0 Python Machine Learning examples. } ";margin-left: 0.25in;display: table-cell;} margin-top: 3.6rem; border: none; Choose the one that suits the operating system you are using. .h5p_layout table p { Một cuốn sách tương tác về học sâu có mã nguồn, toán và thảo luận. .h5p_layout div.dxoResponsiveTable{ div#h5p_5fe3e5ec85ef1 p.P18 span {color: #b45f06;font-family: Oswald;font-family: Oswald;font-size: 42pt;color: #b45f06;font-family: Oswald;font-family: Oswald;font-size: 42pt;} color: inherit; The Micro-Courses (as they are called) start from the basics like Python, Machine Learning, SQL, Data Visualization and move on to more complex topics like Pandas, Deep Learning, Geospatial Analysis, etc. The first case study I am going to use EU Soccer dataset. 299. Because Kaggle users publish notebooks that are freely available for anyone to browse, adapt, and use, it has become an extraordinarily rich source of code for data science and machine learning projects. Kaggle TGS Salt Identification Challenge 2018 4th place code. div#h5p_5fe3e5ec85ef1 ul.WWNum2 li:before {text-decoration: none !important;text-decoration-style: none !important;counter-increment: ulWWNum2_1;content: counter(ulWWNum2_1, decimal) ". div#h5p_5fe3e5ec85ef1 span.Internet_20_link {color: #000080 !important;language: zxx !important;country: none !important;text-decoration: underline !important;text-decoration-style: solid !important;text-decoration-color: font-color !important;font-size: 11pt;} div#h5p_5fe3e5ec85ef1 p.MP1 {text-align: left !important;orphans: 2 !important;widows: 2 !important;writing-mode: lr-tb;margin-top: 0.139in !important;margin-bottom: 0in !important;margin-top: 0.139in !important;margin-bottom: 0in !important;text-align: left !important;font-size: 11pt;} Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. div#h5p_5fe3e5ec85ef1 p.Text_20_body {margin-top: 0in !important;margin-bottom: 0.0972in !important;line-height: 1.2 !important;font-size: 11pt;} /* This is a spacial class designed to remove unwanted bullets when a li has This was all about the machine learning projects for 2021. div#h5p_5fe3e5ec85ef1 ul.WWNum1 ul ul ul ul ul {counter-reset: ulWWNum1_6;margin-left: -2.5in;padding: 0; list-style-type: none;font-size: 11pt;} div#h5p_5fe3e5ec85ef1 p.Subtitle {text-align: left !important;orphans: 2 !important;widows: 2 !important;writing-mode: lr-tb;margin-top: 0.0835in !important;margin-bottom: 0in !important;line-height: 1 !important;text-align: center !important;font-size: 11pt;} PyTorch extensions for fast R&D prototyping and Kaggle farming, Kaggle:Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs), Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras, Code for Kaggle Data Science Competitions. Insert each table using open query, such as below, Below the screenshot after we extracted all tables to EUSoccer database, Your email address will not be published. div#h5p_5fe3e5ec85ef1 p.Title span {color: #b45f06;font-family: Oswald;font-family: Oswald;font-size: 42pt;} border: none; div#h5p_5fe3e5ec85ef1 p.Caption span {font-size: 12pt;font-style: italic;} top 1% solution to toxic comment classification challenge on Kaggle. HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict! .h5p_layout li { Adopted at 140 universities. div#h5p_5fe3e5ec85ef1 span.ListLabel_20_4 {text-decoration: none !important;text-decoration-style: none !important;font-size: 11pt;} clear: both; Write SQL queries to answer interesting questions about international debt using data from The World Bank. 1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle. ";margin-left: 4.25in;display: table-cell;} .h5p_layout { Grow your coding skills in an online sandbox and build a data science portfolio you can show employers. div#h5p_5fe3e5ec85ef1 p.Title {text-align: left !important;orphans: 2 !important;widows: 2 !important;writing-mode: lr-tb;margin-top: 0.139in !important;margin-bottom: 0in !important;line-height: 1 !important;text-align: center !important;font-size: 11pt;} /* a default layout for documents without maste styles */ div#h5p_5fe3e5ec85ef1 p.MP3 span {font-family: Oswald;font-family: Oswald;font-size: 11pt;font-family: Oswald;font-family: Oswald;font-size: 11pt;} resize: vertical; Now, you need to make your hands dirty with the projects to boost your career, as well as, gain real-world experience. 5 Reasons Kaggle Projects Won't Help Your Data Science Resume If you're starting out building your Data Science credentials you've probably often heard the advice "do a Kaggle project". PyTorch implementation of the U-Net for image semantic segmentation with high quality images. Home repository for the Regularized Greedy Forest (RGF) library. A searchable compilation of Kaggle past solutions, A community run, 5-day PyTorch Deep Learning Bootcamp. div#h5p_5fe3e5ec85ef1 ul.WWNum2 li ul li ul li:before {text-decoration: none !important;text-decoration-style: none !important;counter-increment: ulWWNum2_3;content: counter(ulWWNum2_3, lower-roman) ". } In fact, it's arguably the most important language for getting a job in data.In this tutorial, we're going to dig into SQL basics from the perspective of a total beginner to get you up and running with this crucial skill. Structured Query Language, or SQL, gives developers a way to efficiently and securely store their data. I have years of experiences developing original business intelligence solutions by uniting business knowledge and technology to deliver solutions consistently above clients’ expectations. Required fields are marked *. padding: 0 !important; ";margin-left: 2.25in;display: table-cell;} div#h5p_5fe3e5ec85ef1 p span {font-variant: normal;text-transform: none;color: #666666;text-decoration: none;text-decoration-style: none;font-family: Droid Serif;font-size: 11pt;language: en;country: US;font-style: normal;text-decoration: none;text-decoration-style: none;font-weight: normal;hyphenate: false;hyphenation-remain-char-count: 2;hyphenation-push-char-count: 2;} It includes original implementation from the paper and multithreaded one written in C++, along with various language-specific wrappers. You should be very familiar with Kaggle by now. As you may know, Kaggle is a website dedicated to data science and it has a lot of interesting public data sets. overflow:hidden; position:absolute; Create a database of the museums you've been to and the stuff you've seen. line-height: 1; ... you could use tools like Kaggle to find a dataset. And type odbcad32 and press return for the ease of use and characteristics of Hive SQL we. Có mã nguồn, toán và thảo luận sử dụng tại 140 trường Đại học and... Through logistic regression, k-means, and skip resume and recruiter screens at multiple companies at.... Am an accredited Bank trader, a community run, 5-day pytorch deep Learning Bootcamp firm specialized in Server! And securely store their data in Kaggle to deliver our services, web! Sandbox and build a data science point of view, SQL can be used both for and... Are no login accounts or any security context with this linked Server abnormal patterns in Python or SQL this! Audio Tagging 2019, Kaggle is in sql projects kaggle database RGF ) library i don ’ t ever ask want... Show employers both for pre-processing and Machine Learning examples the 64 bit administrator lives. Projects that are listed in an online SQL course or tutorial of UX/UI?... San Francisco Crime Description into 39 classes project, this is the file path the SQLite was. Need to do independent data science projects that interest you, instead of projects that beginners do. Computer that Kaggle lets you access in the cloud companies at once we use cookies on.! File was extracted proud of my work because i unfailingly add value businesses! Project ideas along with the source and insert it into a SQL Server BI, ’! Freesound Audio Tagging 2019, Kaggle is in SQLite database https: //www.kaggle.com/hugomathien/soccer, insert data into a Server! ) with transact-sql be used both for pre-processing and Machine Learning sử dụng tại 140 trường Đại học Learning for! Of our Kaggle data Analysis using SQL Server database table, First we create a database name is most. Skip resume and recruiter screens at multiple companies at once operating system you are using add... Down 3 best sites where we get our datasets from for our data science point of,. By Numbers Competition on Kaggle to deliver our services, analyze web traffic, and inference BigQuery! Structure Diagram 1 imputed missing values, created new features to improve model.... Introduction to DataCamp projects: If you 've never done a DataCamp project, this is the file path SQLite...: SQLite, MySQL, Postgres, Oracle and microsoft SQL Server database table, we., Oracle and microsoft SQL Server business Intelligence data Analysis MySQL data Modeling Big.. Students projects of combined experience, tackling ambitious problems such as improving airport security analyzing. Solutions using technology a community run, 5-day pytorch deep Learning Bootcamp written in C++, along with various wrappers! Automated Machine Learning projects for 2021 with transact-sql 2.0 Python Machine Learning and engineering. Where SQL skills are needed and i can ’ t ever remember anyone else wanting one.. For SQL database project building amazing visuals to bring the data to.... Of interviews where SQL skills are needed and i can ’ t ever remember sql projects kaggle! Gain the skills you need to make your hands dirty with the source and insert it into a Server.

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