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TORRENT DETAILS
Udemy - Fundamentals Of Python, Machine Learning For Consultants
TORRENT SUMMARY
Status:
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Guide to Provide Professional Consultation for Machine Learning Projects
What you'll learn:
Business or IT consultants looking to integrate machine learning into their problem-solving toolkit.
Professionals aspiring to transition into a data science or analytics consulting role.
Individuals with basic programming knowledge interested in applying Python in business analytics and machine learning.
Data analysts or junior data scientists aiming to enhance their consulting skills in client-facing roles.
Requirements:
Basic understanding of programming concepts.
Basic understanding of development tools such as Visual Studio Code
Familiarity with elementary statistical concepts.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction to Python for Data Science/1. Setting up the Python Environment.mp4
39.6 MB
~Get Your Files Here !/1. Introduction to Python for Data Science/2. Python Basics - variables, data types, operations and functions.mp4
220.4 MB
~Get Your Files Here !/1. Introduction to Python for Data Science/2.1 number_analyzer.py
618 B
~Get Your Files Here !/1. Introduction to Python for Data Science/3. Python Language Reference.mp4
29.8 MB
~Get Your Files Here !/1. Introduction to Python for Data Science/4. Python Data Science Library Pandas.mp4
109.2 MB
~Get Your Files Here !/1. Introduction to Python for Data Science/4.1 city_temperature.py
521 B
~Get Your Files Here !/1. Introduction to Python for Data Science/5. Python Data Science Library Numpy.mp4
60 MB
~Get Your Files Here !/1. Introduction to Python for Data Science/5.1 temperature_analysis.py
669 B
~Get Your Files Here !/2. Guideline When Building Machine Learning/1. Guideline When Building Machine Learning.mp4
57.4 MB
~Get Your Files Here !/2. Guideline When Building Machine Learning/1.1 Guideline Build Machine Learning.pdf
139.3 KB
~Get Your Files Here !/2. Guideline When Building Machine Learning/2. Understanding the Architectural Layers of Data Engineer.mp4
120.6 MB
~Get Your Files Here !/2. Guideline When Building Machine Learning/2.1 Data Engineer Architecture Layer.pdf
154.5 KB
~Get Your Files Here !/2. Guideline When Building Machine Learning/3. Data Preparation as an Example.mp4
91.2 MB
~Get Your Files Here !/2. Guideline When Building Machine Learning/3.1 bitcoin_tweets.json
188.3 KB
~Get Your Files Here !/2. Guideline When Building Machine Learning/3.2 cleaned_bitcoin_tweets.json
140.6 KB
~Get Your Files Here !/2. Guideline When Building Machine Learning/3.3 data_process_bitcoin_tweets_data.py
933 B
~Get Your Files Here !/3. Sentiment Data Analysis and Visualization Technique/1. A look at Bitcoin Sentiment Data.mp4
23.7 MB
~Get Your Files Here !/3. Sentiment Data Analysis and Visualization Technique/1.1 sentiment_dataset.json
407.3 KB
~Get Your Files Here !/3. Sentiment Data Analysis and Visualization Technique/2. Bitcoin Sentiment Visualization Technique using Matplotlib.mp4
144 MB
~Get Your Files Here !/3. Sentiment Data Analysis and Visualization Technique/2.1 bitcoin_sentiment_matplotlib.py
898 B
~Get Your Files Here !/3. Sentiment Data Analysis and Visualization Technique/2.2 sentiment_dataset.json
407.3 KB
~Get Your Files Here !/3. Sentiment Data Analysis and Visualization Technique/3. Visualization Technique with Seaborn.mp4
163.6 MB
~Get Your Files Here !/3. Sentiment Data Analysis and Visualization Technique/3.1 data_sentiment_seaborn.py
927 B
~Get Your Files Here !/4. Machine Learning Data Analytics by Example/1. Inventory Forecasting - Probability Analysis.mp4
187.7 MB
~Get Your Files Here !/4. Machine Learning Data Analytics by Example/1.1 inventory_forecasting.py
3 KB
~Get Your Files Here !/4. Machine Learning Data Analytics by Example/1.2 sales_inventory_data.json
18.3 KB
~Get Your Files Here !/4. Machine Learning Data Analytics by Example/1.3 sales_records_data.json
16.4 KB
~Get Your Files Here !/4. Machine Learning Data Analytics by Example/2. Linear Regression Data Analysis.mp4
162.3 MB
~Get Your Files Here !/4. Machine Learning Data Analytics by Example/2.1 inventory_linear_regression.py
2.2 KB
~Get Your Files Here !/4. Machine Learning Data Analytics by Example/3. Clustering Data Analytics.mp4
134.1 MB
~Get Your Files Here !/4. Machine Learning Data Analytics by Example/3.1 sales_inventory_clustering_unsupervised.py
1.8 KB
~Get Your Files Here !/5. Machine Learning with pySpark and Apache Spark in Databricks/1. What is Databricks and setup Cloud Account.mp4
51.9 MB
~Get Your Files Here !/5. Machine Learning with pySpark and Apache Spark in Databricks/2. Load Data into Cluster.mp4
112.3 MB
~Get Your Files Here !/5. Machine Learning with pySpark and Apache Spark in Databricks/2.1 sol_exchange_data_yearly.csv
23.5 KB
~Get Your Files Here !/5. Machine Learning with pySpark and Apache Spark in Databricks/3. Linear Regression with pySpark and Apache Spark.mp4
140.2 MB
~Get Your Files Here !/5. Machine Learning with pySpark and Apache Spark in Databricks/4. Where to go From Here.mp4
