Enhance your Python programming and data science abilities by completing more than 140+ NumPy exercises.
Published 2/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 221.42 MB | Duration: 0h 47m

Get hands on and build a modern data lake with Azure Data Factory, Data Lake Storage, Azure SQL and more!
Published 2/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 3.31 GB | Duration: 7h 39m

The basics of why you need to track your data, how it can help, and real world usage. Taught by former Big4 Consultants.
Published 2/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 186.69 MB | Duration: 0h 38m

Learn Course in Data Architecture A to Z Tutorial of Data Architecture Data Visualization Computer Architecture
Published 2/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.24 GB | Duration: 3h 39m

Withdata Data File Converter 5.0.5 (x64) | 15.5 Mb
DataFileConverter is a data conversion software that helps data handler to convert data file from one format to others.

Description
What is Snowpark ?With Snowpark, Snowflake allows developers to write code in their preferred language.Along with Snowflake's original SQL interface now snowflake allows you to write code in, 1. Python 2. Scala 3. JavaSome of the key features of Snowpark are,Your code will be pushed to snowflake leveraging the compute power of snowflake warehouses.You will not end up exporting data to different environment but rather your code is shipped to the data.You can build complex data pipelines or data products using SnowparkSnowpark also address below overheads in conventional data pipelines,Long startup time of node clusters: Systems like Hadoop and Spark requires cluster of nodes to process data. Most of the time it takes 5-10 minutes to just start the cluster. In case of Snowpark we will be using snowflake warehouse to process our data.Problem of small files , Problem of using right joins to shuffle data across nodes, Problem of garbage collection. uncertainty when the compute nodes goes down.All the above problems are well handled with Snowpark.What you will learn ?You will learn the basics of SNOWPARK API. > Basic read and write operations. > Read data from s3 and load that to snowflake table. > We will do deep analysis of how SNOWPARK API works. > Do's and Don'ts of SNOWPARK. > Build data components to process data. > Build data pipeline to process data.
Published 2/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz

Description
This course mainly focuses on problem-solving using Data structures and algorithms in Java. Why DSA?A person who has strong DSA skills will have a better and more efficient way of solving problems. A lot of software companies conduct DSA rounds to test a candidate's problem-solving and coding skills.Big companies like Google, FaceBook, Amazon, PayPal, Microsoft, etc ask DSA questions in most of their coding rounds.DSA skills are required for competitive coding and for clearing online coding interviews from Hackerrank, Hacker earth etc.Why DSA skill is asked in interviews?Big companies like Facebook and Google can't ask you about the technologies required for work because they're proprietary. People who haven't worked at Google haven't ever seen the technologies they'll be using because they don't exist outside of Google. You can't effectively test someone on something they have no way of knowing.So instead you want to test people on how smart they are, how good they are at solving problems, and how quickly they can pick up new technologies. This is very difficult to test in an hour, so algorithms and data structures are used.How this course is structured?This course uses Leetcode questions to demonstrate how problems can be solved using DSA. Some of the famous interview questions are taken and solved topic-wise. Debugger is used to demonstrate the code flow in Leetcode. What are the topics covered in this course?Basics of Data structures - what are arrays, strings, sets, lists, maps and how to declare, iterate and access them.ArraysStringsLinkedListStackDepth-first searchTreeTopics - Graph, Dynamic programming, and backtracking will be added shortly in a few weeks
Published 2/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz

Published 2/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 5.43 GB | Duration: 4h 13m
An introduction to mathematical statistics for data science, covering method of moments, maximum likelihood, and more
What you'll learn

Published 2/2023
Created by Thomas Keyt
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 40 Lectures ( 1h 48m ) | Size: 732 MB
From Beginner to Expert

Published 2/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.73 GB | Duration: 3h 19m
Get to Understand the field of Data Science with SQL