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Course content
Sections:
1
•
Activities:
0
•
Resources:
63
- 001 Introduction fQ5N gitir
- 002 Course Overview nI1a gitir
- 004 What is Spark Why Python HSYs gitir
- 005 Set up Overview Xrdl gitir
- 008 Databricks Setup JDYk gitir
- 009 Local Installation VirtualBox Part 1 5vOL gitir
- 010 Local Installation VirtualBox Part 2 srhJ gitir
- 011 Setting up PySpark cSb0 gitir
- 012 AWS EC2 Set up Guide nZvn gitir
- 013 Creating the EC2 Instance XeEt gitir
- 014 SSH with Mac or Linux zVJ0 gitir
- 015 Installations on EC2 Itqy gitir
- 016 AWS EMR Setup qIGR gitir
- 017 Introduction to Python Crash Course m6ui gitir
- 018 Jupyter Notebook Overview gNdk gitir
- 019 Python Crash Course Part One qPqQ gitir
- 020 Python Crash Course Part Two dml3 gitir
- 021 Python Crash Course Part Three MAKy gitir
- 022 Python Crash Course Exercises 0YxZ gitir
- 023 Python Crash Course Exercise Solutions Djnw gitir
- 024 Introduction to Spark DataFrames S8Y0 gitir
- 025 Spark DataFrame Basics 3UZj gitir
- 026 Spark DataFrame Basics Part Two 2VSu gitir
- 027 Spark DataFrame Basic Operations BPdL gitir
- 028 Groupby and Aggregate Operations b86S gitir
- 029 Missing Data 1Iqb gitir
- 030 Dates and Timestamps No9j gitir
- 031 DataFrame Project Exercise zzAl gitir
- 032 DataFrame Project Exercise Solutions 6DE2 gitir
- 033 Introduction to Machine Learning and ISLR mIyi gitir
- 034 Machine Learning with Spark and Python with MLlib Vghf gitir
- 035 Linear Regression Theory and Reading bDiE gitir
- 036 Linear Regression Documentation Example ldO5 gitir
- 037 Regression Evaluation R69P gitir
- 038 Linear Regression Example Code Along 1wHw gitir
- 039 Linear Regression Consulting Project GQt7 gitir
- 040 Linear Regression Consulting Project Solutions Vrq1 gitir
- 041 Logistic Regression Theory and Reading 1U7P gitir
- 042 Logistic Regression Example Code Along 9FmO gitir
- 043 Logistic Regression Code Along Bkz8 gitir
- 044 Logistic Regression Consulting Project 9x0G gitir
- 045 Logistic Regression Consulting Project Solutions kR7W gitir
- 046 Tree Methods Theory and Reading D1pY gitir
- 047 Tree Methods Documentation Examples wlod gitir
- 048 Decision Tress and Random Forest Code Along Examples Koth gitir
- 049 Random Forest Classification Consulting Project W3Vl gitir
- 050 Random Forest Classification Consulting Project Solutions NOek gitir
- 051 K means Clustering Theory and Reading zGLW gitir
- 052 KMeans Clustering Documentation Example CNYZ gitir
- 053 Clustering Example Code Along Yuhv gitir
- 054 Clustering Consulting Project ZN3w gitir
- 055 Clustering Consulting Project Solutions ox6Q gitir
- 056 Introduction to Recommender Systems SFs1 gitir
- 057 Recommender System Code Along Project bW97 gitir
- 058 Introduction to Natural Language Processing s6Wi gitir
- 059 NLP Tools Part One BfBo gitir
- 060 NLP Tools Part Two tLMP gitir
- 061 Natural Language Processing Code Along Project utuk gitir
- 062 Introduction to Streaming with Spark OzdG gitir
- 063 Spark Streaming Documentation Example tBuk gitir
- 064 Spark Streaming Twitter Project Part No0j gitir
- 065 Spark Streaming Twitter Project Part Two EhgY gitir
- 066 Spark Streaming Twitter Project Part Three TuAX gitir