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Course content
Sections:
32
•
Activities:
0
•
Resources:
119
- 001 Introduction to Course wUpN gitir
- 002 Course Curriculum qvJP gitir
- 003 What is Data Science EfCz gitir
- 008 Windows Installation Procedure rXgC gitir
- 009 Mac OS Installation Procedure cAcL gitir
- 011 Development Environment Overview kmk3 gitir
- 012 Course Notes nDGB gitir
- 013 Guide to RStudio AF4a gitir
- 014 Introduction to R Basics AGpB gitir
- 015 Arithmetic in R aIVP gitir
- 016 Variables k4Qf gitir
- 017 R Basic Data Types i9NA gitir
- 018 Vector Basics Mkzu gitir
- 019 Vector Operations S4WD gitir
- 020 Comparison Operators rboL gitir
- 021 Vector Indexing and Slicing dbQE gitir
- 022 Getting Help with R and RStudio OY06 gitir
- 023 R Basics Training Exercise fxLV gitir
- 024 R Basics Training Exercise Solutions Walkthrough bao8 gitir
- 025 Introduction to R Matrices nK8V gitir
- 026 Creating a Matrix UJ0M gitir
- 027 Matrix Arithmetic 3G8w gitir
- 028 Matrix Operations hyYx gitir
- 029 Matrix Selection and Indexing TA8R gitir
- 030 Factor and Categorical Matrices NfFk gitir
- 031 Matrix Training Exercise 6LW8 gitir
- 032 Matrix Training Exercises Solutions Walkthrough SrKG gitir
- 033 Introduction to R Data Frames 5t0B gitir
- 034 Data Frame Basics ZPOR gitir
- 035 Data Frame Indexing and Selection XJHi gitir
- 036 Overview of Data Frame Operations Part 1 Gn6S gitir
- 037 Overview of Data Frame Operations Part 2 YVUh gitir
- 038 Data Frame Training Exercise DbjP gitir
- 039 Data Frame Training Exercises Solutions Walkthrough qhAH gitir
- 040 List Basics Sjo4 gitir
- 041 Introduction to Data Input and Output with R KfzK gitir
- 042 CSV Files with R IoOi gitir
- 044 Excel Files with R c5Zf gitir
- 045 SQL with R PPBc gitir
- 046 Web Scraping with R kgax gitir
- 047 Introduction to Programming Basics FKZK gitir
- 048 Logical Operators 5VNG gitir
- 049 if else and else if Statements x40V gitir
- 050 Conditional Statements Training Exercise gTm5 gitir
- 051 Conditional Statements Training Exercise Solutions Walkthrough Tyjg gitir
- 052 While Loops mADF gitir
- 053 For Loops Jdfp gitir
- 054 Functions VCyU gitir
- 055 Functions Training Exercise uxFM gitir
- 056 Functions Training Exercise Solutions iLWX gitir
- 057 Introduction to Advanced R Programming pq9V gitir
- 058 Built in R Features Ce57 gitir
- 059 Apply SbVi gitir
- 060 Math Functions with R lFlq gitir
- 061 Regular Expressions feWr gitir
- 062 Dates and Timestamps q1GE gitir
- 063 Data Manipulation Overview s1hb gitir
- 064 Guide to Using Dplyr SnV5 gitir
- 065 Guide to Using Dplyr Part 2 qeWn gitir
- 066 Pipe Operator yWBY gitir
- 068 Dplyr Training Exercise Mx6X gitir
- 069 Dplyr Training Exercise Solutions Walkthrough 9gR4 gitir
- 070 Guide to Using Tidyr XXWB gitir
- 071 Overview of ggplot2 lN4c gitir
- 072 Histograms ebrd gitir
- 073 Scatterplots 4HnH gitir
- 074 Barplots 9CIH gitir
- 075 Boxplots FERl gitir
- 076 2 Variable Plotting DUvJ gitir
- 077 Coordinates and Faceting Rs5a gitir
- 078 Themes jxjN gitir
- 079 ggplot2 Exercises Oea7 gitir
- 080 ggplot2 Exercise Solutions AMir gitir
- 081 Data Visualization Project F2wK gitir
- 082 Data Visualization Project Solutions Walkthrough Part 1 ODM7 gitir
- 083 Data Visualization Project Solutions Walkthrough Part 2 wPv4 gitir
- 084 Overview of Plotly and Interactive Visualizations PHZM gitir
- 086 Introduction to Capstone Project MBrJ gitir
- 087 Capstone Project Solutions Walkthrough AIER gitir
- 089 Introduction to Machine Learning 4Hqn gitir
- 090 Introduction to Linear Regression twI2 gitir
- 091 Linear Regression with R Part 1 6Sxa gitir
- 092 Linear Regression with R Part 2 rCwD gitir
- 093 Linear Regression with R Part 3 bg2P gitir
- 094 Introduction to Linear Regression Project 0BjA gitir
- 095 ML Linear Regression Project Solutions Part 1 m63d gitir
- 096 ML Linear Regression Project Solutions Part 2 qlhb gitir
- 097 Introduction to Logistic Regression HLQZ gitir
- 098 Logistic Regression with R Part 1 VuZd gitir
- 099 Logistic Regression with R Part 2 5d3Q gitir
- 100 Introduction to Logistic Regression Project tvgN gitir
- 101 Logistic Regression Project Solutions Part 1 TyPX gitir
- 102 Logistic Regression Project Solutions Part 2 PsCc gitir
- 103 Logistic Regression Project Solutions Part 3 tJkS gitir
- 104 Introduction to K Nearest Neighbors q1Jc gitir
- 105 K Nearest Neighbors with R fhXE gitir
- 106 Introduction K Nearest Neighbors Project uF5h gitir
- 107 K Nearest Neighbors Project Solutions sJ6z gitir
- 108 Introduction to Tree Methods jG46 gitir
- 109 Decision Trees and Random Forests with R X0we gitir
- 110 Introduction to Decision Trees and Random Forests Project ryJ3 gitir
- 111 Tree Methods Project Solutions Part 1 35KK gitir
- 112 Tree Methods Project Solutions Part 2 9jJ8 gitir
- 113 Introduction to Support Vector Machines kTOG gitir
- 114 Support Vector Machines with R I8mg gitir
- 115 Introduction to SVM Project S6JG gitir
- 116 Support Vector Machines Project Solutions Part 1 Xx0E gitir
- 117 Support Vector Machines Project Solutions Part 2 fP7Y gitir
- 118 Introduction to K Means Clustering akWB gitir
- 119 K Means Clustering with R 6FqQ gitir
- 120 Introduction to K Means Clustering Project bG6g gitir
- 121 K Means Clustering Project Solutions Walkthrough rlKb gitir
- 122 Introduction to Natural Language Processing kuqK gitir
- 123 Natural Language Processing with R Part 1 UHNO gitir
- 124 Natural Language Processing with R Part 2 UaU1 gitir
- 125 Introduction to Neural Nets fKG2 gitir
- 126 Neural Nets with R 8lsa gitir
- 127 Introduction to Neural Nets Project 8x90 gitir
- 128 Neural Nets Project Solutions says gitir