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Nervous about passing the AWS Certified Machine Learning – Specialty exam (MLS-C01)? You should be! There’s no doubt it’s one of the most difficult and coveted AWS certifications. A deep knowledge of AWS and SageMaker isn’t enough to pass this one – you also need deep knowledge of machine learning, and the nuances of feature engineering and model tuning that generally aren’t taught in books or classrooms. You just can’t prepare enough for this one.
This certification prep course is taught by Frank Kane, who spent nine years working at Amazon itself in the field of machine learning. Frank took and passed this exam on the first try, and knows exactly what it takes for you to pass it yourself. Joining Frank in this course is Stephane Maarek, an AWS expert and popular AWS certification instructor on Udemy.
In addition to the 9-hour video course, a 30-minute quick assessment practice exam is included that consists of the same topics and style as the real exam. You’ll also get four hands-on labs that allow you to practice what you’ve learned, and gain valuable experience in model tuning, feature engineering, and data engineering.
Created by Sundog Education by Frank Kane, Stephane Maarek | AWS Certified Solutions Architect & Developer, Frank Kane Last updated 3/2020 English English [Auto-generated]
For More Courses Visit: https://freecourseworld.com
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FILE LIST
Filename
Size
01 Introduction/001 Udemy 101.en.srt
3.9 KB
01 Introduction/001 Udemy 101.mp4
17.4 MB
01 Introduction/002 Course Introduction What to Expect.en.srt
10.3 KB
01 Introduction/002 Course Introduction What to Expect.mp4
78.2 MB
01 Introduction/003 Get the Course Materials.en.srt
3.3 KB
01 Introduction/003 Get the Course Materials.mp4
17.3 MB
01 Introduction/external-assets-links.txt
105 B
02 Data Engineering/004 Section Intro Data Engineering.en.srt
1.8 KB
02 Data Engineering/004 Section Intro Data Engineering.mp4
24.3 MB
02 Data Engineering/005 Amazon S3 - Overview.en.srt
8.5 KB
02 Data Engineering/005 Amazon S3 - Overview.mp4
24.4 MB
02 Data Engineering/006 Amazon S3 - Storage Tiers Lifecycle Rules.en.srt
7.3 KB
02 Data Engineering/006 Amazon S3 - Storage Tiers Lifecycle Rules.mp4
22.1 MB
02 Data Engineering/007 Amazon S3 Security.en.srt
12.2 KB
02 Data Engineering/007 Amazon S3 Security.mp4
37.2 MB
02 Data Engineering/008 Kinesis Data Streams Kinesis Data Firehose.en.srt
14.3 KB
02 Data Engineering/008 Kinesis Data Streams Kinesis Data Firehose.mp4
39.2 MB
02 Data Engineering/009 Lab 1.1 - Kinesis Data Firehose.en.srt
9.8 KB
02 Data Engineering/009 Lab 1.1 - Kinesis Data Firehose.mp4
35.1 MB
02 Data Engineering/010 Kinesis Data Analytics.en.srt
7.1 KB
02 Data Engineering/010 Kinesis Data Analytics.mp4
21.4 MB
02 Data Engineering/011 Lab 1.2 - Kinesis Data Analytics.en.srt
11.9 KB
02 Data Engineering/011 Lab 1.2 - Kinesis Data Analytics.mp4
52.8 MB
02 Data Engineering/012 Kinesis Video Streams.en.srt
4.8 KB
02 Data Engineering/012 Kinesis Video Streams.mp4
14.1 MB
02 Data Engineering/013 Kinesis ML Summary.en.srt
1.8 KB
02 Data Engineering/013 Kinesis ML Summary.mp4
5.1 MB
02 Data Engineering/014 Glue Data Catalog Crawlers.en.srt
4.2 KB
02 Data Engineering/014 Glue Data Catalog Crawlers.mp4
11.4 MB
02 Data Engineering/015 Lab 1.3 - Glue Data Catalog.en.srt
7.1 KB
02 Data Engineering/015 Lab 1.3 - Glue Data Catalog.mp4
22.5 MB
02 Data Engineering/016 Glue ETL.en.srt
3.5 KB
02 Data Engineering/016 Glue ETL.mp4
9.8 MB
02 Data Engineering/017 Lab 1.4 - Glue ETL.en.srt
9.7 KB
02 Data Engineering/017 Lab 1.4 - Glue ETL.mp4
41.1 MB
02 Data Engineering/018 Lab 1.5 - Athena.en.srt
2.3 KB
02 Data Engineering/018 Lab 1.5 - Athena.mp4
8.7 MB
02 Data Engineering/019 Lab 1 - Cleanup.en.srt
2.6 KB
02 Data Engineering/019 Lab 1 - Cleanup.mp4
9.5 MB
02 Data Engineering/020 AWS Data Stores in Machine Learning.en.srt
5.4 KB
02 Data Engineering/020 AWS Data Stores in Machine Learning.mp4
13.8 MB
02 Data Engineering/021 AWS Data Pipelines.en.srt
4.5 KB
02 Data Engineering/021 AWS Data Pipelines.mp4
14 MB
02 Data Engineering/022 AWS Batch.en.srt
3 KB
02 Data Engineering/022 AWS Batch.mp4
8.3 MB
02 Data Engineering/023 AWS DMS - Database Migration Services.en.srt
3.1 KB
02 Data Engineering/023 AWS DMS - Database Migration Services.mp4
9.4 MB
02 Data Engineering/024 AWS Step Functions.en.srt
4.9 KB
02 Data Engineering/024 AWS Step Functions.mp4
13.4 MB
02 Data Engineering/025 Full Data Engineering Pipelines.en.srt
8.8 KB
02 Data Engineering/025 Full Data Engineering Pipelines.mp4
22.8 MB
02 Data Engineering/026 Data Engineering Summary.html
2.9 KB
03 Exploratory Data Analysis/027 Section Intro Data Analysis.en.srt
2 KB
03 Exploratory Data Analysis/027 Section Intro Data Analysis.mp4
27.1 MB
03 Exploratory Data Analysis/028 Python in Data Science and Machine Learning.en.srt
21.1 KB
03 Exploratory Data Analysis/028 Python in Data Science and Machine Learning.mp4
46.8 MB
03 Exploratory Data Analysis/029 Example Preparing Data for Machine Learning in a Jupyter Notebook.en.srt
17.7 KB
03 Exploratory Data Analysis/029 Example Preparing Data for Machine Learning in a Jupyter Notebook.mp4
82.7 MB
03 Exploratory Data Analysis/030 Types of Data.en.srt
7.7 KB
03 Exploratory Data Analysis/030 Types of Data.mp4
28.4 MB
03 Exploratory Data Analysis/031 Data Distributions.en.srt
9.5 KB
03 Exploratory Data Analysis/031 Data Distributions.mp4
22.4 MB
03 Exploratory Data Analysis/032 Time Series Trends and Seasonality.en.srt
6.5 KB
03 Exploratory Data Analysis/032 Time Series Trends and Seasonality.mp4
16.3 MB
03 Exploratory Data Analysis/033 Introduction to Amazon Athena.en.srt
8 KB
03 Exploratory Data Analysis/033 Introduction to Amazon Athena.mp4
27.9 MB
03 Exploratory Data Analysis/034 Overview of Amazon Quicksight.en.srt
9.5 KB
03 Exploratory Data Analysis/034 Overview of Amazon Quicksight.mp4
34 MB
03 Exploratory Data Analysis/035 Types of Visualizations and When to Use Them.en.srt
7.7 KB
03 Exploratory Data Analysis/035 Types of Visualizations and When to Use Them.mp4
22.6 MB
03 Exploratory Data Analysis/036 Elastic MapReduce (EMR) and Hadoop Overview.en.srt
11.4 KB
03 Exploratory Data Analysis/036 Elastic MapReduce (EMR) and Hadoop Overview.mp4
33.8 MB
03 Exploratory Data Analysis/037 Apache Spark on EMR.en.srt
15 KB
03 Exploratory Data Analysis/037 Apache Spark on EMR.mp4
33.7 MB
03 Exploratory Data Analysis/038 EMR Notebooks Security and Instance Types.en.srt
5.7 KB
03 Exploratory Data Analysis/038 EMR Notebooks Security and Instance Types.mp4
24.5 MB
03 Exploratory Data Analysis/039 Feature Engineering and the Curse of Dimensionality.en.srt
12.2 KB
03 Exploratory Data Analysis/039 Feature Engineering and the Curse of Dimensionality.mp4
47.8 MB
03 Exploratory Data Analysis/040 Imputing Missing Data.en.srt
14.1 KB
03 Exploratory Data Analysis/040 Imputing Missing Data.mp4
53.3 MB
03 Exploratory Data Analysis/041 Dealing with Unbalanced Data.en.srt
9.5 KB
03 Exploratory Data Analysis/041 Dealing with Unbalanced Data.mp4
40.9 MB
03 Exploratory Data Analysis/042 Handling Outliers.en.srt
14.7 KB
03 Exploratory Data Analysis/042 Handling Outliers.mp4
50.5 MB
03 Exploratory Data Analysis/043 Binning Transforming Encoding Scaling and Shuffling.en.srt
13.9 KB
03 Exploratory Data Analysis/043 Binning Transforming Encoding Scaling and Shuffling.mp4
52.7 MB
03 Exploratory Data Analysis/044 Amazon SageMaker Ground Truth and Label Generation.en.srt
7.4 KB
03 Exploratory Data Analysis/044 Amazon SageMaker Ground Truth and Label Generation.mp4
28.4 MB
03 Exploratory Data Analysis/045 Lab Preparing Data for TF-IDF with Spark and EMR Part 1.en.srt
10.1 KB
03 Exploratory Data Analysis/045 Lab Preparing Data for TF-IDF with Spark and EMR Part 1.mp4
30.5 MB
03 Exploratory Data Analysis/046 Lab Preparing Data for TF-IDF with Spark and EMR Part 2.en.srt
14.4 KB
03 Exploratory Data Analysis/046 Lab Preparing Data for TF-IDF with Spark and EMR Part 2.mp4
83.6 MB
03 Exploratory Data Analysis/047 Lab Preparing Data for TF-IDF with Spark and EMR Part 3.en.srt
22.7 KB
03 Exploratory Data Analysis/047 Lab Preparing Data for TF-IDF with Spark and EMR Part 3.mp4
127.7 MB
04 Modeling/048 Section Intro Modeling.en.srt
3 KB
04 Modeling/048 Section Intro Modeling.mp4
40.3 MB
04 Modeling/049 Introduction to Deep Learning.en.srt
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