数据分析和可视化
数据科学和机器学习
大数据
HADOOP
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Manage big data on a cluster with HDFS and MapReduce
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Write programs to analyze data on Hadoop with Pig and Spark
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Store and query data with Sqoop, Hive, MySQL, HBase, Cassandra, MongoDB, Drill, Phoenix, and Presto
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Learn how the cluster is managed with YARN, Mesos, Zookeeper, Oozie, Zeppelin, and Hue
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Handle streaming data in real time with Kafka, Flume, Spark Streaming, Flink, and Storm
APACHE SPARK WITH SCALA
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Translate complex analysis problems into iterative or multi-stage Spark scripts
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Scale up to larger data sets using Amazon's Elastic MapReduce service
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Understand how Hadoop YARN distributes Spark across computing clusters
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Practice using other Spark technologies, like Spark SQL, DataFrames, DataSets, Spark Streaming, and GraphX
大数据
SAGE 300
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Understand Debits and Credits in sub-ledgers
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Print AR reports such as Batch listing, invoices, Posting Journals, Customer Reports and Aged Trial Balance
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Print AP reports such as Batch listing, invoices, Posting Journals, AP Vendor reports, and Aged Payables Report
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Print GL reports such as Trial Balance (3 types), Transactions Listing and Posting Journals to name a few
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Recognize and deal with overpayments in AR
FINANCIAL ANALYSIS
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Accounting, Financial Statements, and Financial Ratios: Debits and Credits, Profit and Loss statements,Balance Sheets, Liquidity, Solvency, Profitability, and Growth Financial Ratios
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Finance Basics: Interest Rates, Financial Math Calculations, Loan Calculations, Time Value of Money, Present and Future Value of Cash Flows
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Capital Budgeting: Decide whether a company's project is feasible from a financial perspective and be able to compare between different investment opportunities
大数据
WORDPRESS
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Navigate around the Wordpress dashboard
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Create pages and posts
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Create custom menus and navigation systems
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Correctly use post categories and tags
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Configure Wordpress for best results
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Understand, find and install plugins & themes and how to find/install them
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Protect Wordpress website from hackers and spammers
大数据
SEO
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Bring in more organic traffic from Google & other search engines
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Make websites to load in less than 0.5 seconds & increase sales / conversions by 2X
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Get Page speed insights score of up to 100 for both desktop and mobile
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Learn the Essential skills to optimize websites for Google and Bing search engines
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Immune websites against Negative SEO attacks and identify bad backlinks to your site
GOOGLE ANALYTICS
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Load Demo Data from a Real Online Store
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Add Filters to Remove Internal Traffic
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Analyze Real Time, Audience, Acquisition and Behaviour Reports
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Deep Dive Into Data with Dimensions & Segments
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Track Marketing Campaigns with Campaign Tagging
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Remove Spam Traffic
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Master new features like Analytics Intelligence
GOOGLE ADS
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Set up conversion tracking and track phone calls from websites
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Track sales, revenue and form submissions using Google AdWords
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Write and A/B test ads
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Structure accounts, campaigns, ad groups and keyword lists for optimal results
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Use tools like SEMrush and Optmyzr to automate optimization tasks and run better analyses
大数据
ADOBE PREMIERE PRO CC
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Edit short documentary using the supplied footage (video clips, photos, graphics, music, etc.)
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Export and save videos for HD playback
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Color correct videos to fix issues with white balance and exposure
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Apply visual effects such as stabilizing shaky video, removing grain, and making video more cinematic with overlays
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Edit green screen footage and add backgrounds