Section 1 : Course Overview

 Lecture 1 INTRODUCTION TO BRAINMEASURES PROCTOR SYSTEM Pdf Lecture 2 Curriculum Overview 3:55 Lecture 3 About Proctor Testing Pdf

Section 2 : Data Science Career Overview

 Lecture 4 Why a choose a career in Data Science 2:35 Lecture 5 Data Science is Interdisciplinary 2:29 Lecture 6 Data Science Position and Titles 3:58 Lecture 7 Thoughts on Higher Education 4:55

Section 3 : Data Science Interview Preparation

 Lecture 8 Introduction to Interview Preparation 0:39 Lecture 9 Technical Tools of the Trade 6:26 Lecture 10 Theory Knowledge Lecture 11 Machine Learning Knowledge 2:8 Lecture 12 Software Knowledge 2:49 Lecture 13 How do I know when Im ready 4:49

Section 4 : The Data Science Interview Process

 Lecture 14 Resumes 9:36 Lecture 15 Interview Process 6:27 Lecture 16 Landing Interviews 7:19 Lecture 17 Negotiating Offers 6:55

Section 5 : Probability Theory Interview Questions

 Lecture 18 Introduction to Probability Interview Questions 0:59 Lecture 19 Probability Question 1 0:38 Lecture 20 Solution for Probability Question 1 4:44 Lecture 21 Probability Question 2 0:21 Lecture 22 Solution for Probability Question 2 0:55 Lecture 23 Probability Question 3 0:29 Lecture 24 Solution for Probability Question 3 0:48 Lecture 25 Probability Question 4 1:44 Lecture 26 Solution for Probability Question 4 2:9 Lecture 27 Probability Question 5 0:41 Lecture 28 Solution for Probability Question 5 2:27 Lecture 29 Probability Question 6 0:34 Lecture 30 Solution for Probability Question 6 2:17 Lecture 31 Note about Probability Interview Question 7 Text Lecture 32 Probability Question 7 0:52 Lecture 33 Solution for Probability Question 7 5:0 Lecture 34 Probability Question 8 0:34 Lecture 35 Solution for Probability Question 8 2:20 Lecture 36 Probability Question 9 0:30 Lecture 37 Solution for Probability Question 9 1:10

Section 6 : Statistics Interview Questions

 Lecture 38 Introduction to Statistics Interview Questions 0:38 Lecture 39 Statistics Interview Question 1 1:21 Lecture 40 Solution for Statistics Interview Question 1 4:23 Lecture 41 Statistics Interview Question 2 0:46 Lecture 42 Solution for Statistics Interview Question 2 3:15 Lecture 43 Statistics Interview Question 3 0:29 Lecture 44 Solution for Statistics Interview Question 3 4:6 Lecture 45 Statistics Interview Question 4 1:14 Lecture 46 Solution for Statistics Interview Question 4 2:56 Lecture 47 Statistics Interview Question 5 1:31 Lecture 48 Solution for Statistics Interview Question 5 5:55

Section 7 : Product Analysis and Business Metrics Interview Questions

 Lecture 49 Introduction to Product Design and Metrics 0:39 Lecture 50 Product Design and Metrics - Interview Question 1 0:45 Lecture 51 Product Design and Metrics - Interview Question 1 - Solution 4:19 Lecture 52 Product Design and Metrics - Interview Question 2 1:30 Lecture 53 Product Design and Metrics - Interview Question 2 - Solution 2:25 Lecture 54 Product Design and Metrics - Interview Question 3 0:42 Lecture 55 Product Design and Metrics - Interview Question 3 - Solution 2:2 Lecture 56 Product Design and Metrics - Interview Question 4 0:48 Lecture 57 Product Design and Metrics - Interview Question 4 - Solution 1:20 Lecture 58 Product Design and Metrics - Interview Question 5 2:23 Lecture 59 Product Design and Metrics - Interview Question 5 - Solution 3:22

Section 8 : Working with Data Interview Questions

 Lecture 60 Introduction to SQL Questions 1:15 Lecture 61 Data with SQL - Interview Question 1 0:20 Lecture 62 Data with SQL - Interview Question 1 -Solution 1:5 Lecture 63 Data with SQL - Interview Question 2 0:21 Lecture 64 Data with SQL - Interview Question 2 - Solution 0:58 Lecture 65 Data with SQL - Interview Question 3 0:26 Lecture 66 Data with SQL - Interview Question 3 - Solution 0:45 Lecture 67 Data with SQL - Interview Question 4 1:9 Lecture 68 Data with SQL - Interview Question 4 - Solution 1:50 Lecture 69 Data with SQL - Interview Question 5 0:29 Lecture 70 Data with SQL - Interview Question 5 - Solution 1:6

Section 9 : Machine Learning Interview Questions

 Lecture 71 Introduction to Machine Learning Interview Questions 0:58 Lecture 72 Machine Learning Interview Question 1 0:24 Lecture 73 Machine Learning Interview Question 1 - Solution Lecture 74 Machine Learning Interview Question 2 0:16 Lecture 75 Machine Learning Interview Question 2 - Solution 2:28 Lecture 76 Machine Learning Interview Question 3 0:15 Lecture 77 Machine Learning Interview Question 3 - Solution 2:35 Lecture 78 Machine Learning Interview Question 4 0:14 Lecture 79 Machine Learning Interview Question 4 - Solution Lecture 80 Machine Learning Interview Question 5 0:15 Lecture 81 Machine Learning Interview Question 5 - Solution 1:32 Lecture 82 Machine Learning Interview Question 6 0:32 Lecture 83 Machine Learning Interview Question 6 - Solution 0:43 Lecture 84 Machine Learning Interview Question 7 0:19 Lecture 85 Machine Learning Interview Question 7 - Solution 1:58 Lecture 86 Machine Learning Interview Question 8 0:21 Lecture 87 Machine Learning Interview Question 8 - Solution 2:13 Lecture 88 Machine Learning Interview Question 9 0:19 Lecture 89 Machine Learning Interview Question 9 - Solution 2:12 Lecture 90 Machine Learning Interview Question 10 0:12 Lecture 91 Machine Learning Interview Question 10 - Solution 2:5

Section 10 : Design of Experiments Interview Questions

 Lecture 92 Introduction to Design of Experiments 0:29 Lecture 93 Design of Experiments Interview Question 1 0:31 Lecture 94 Design of Experiments Interview Question 1 - Solution 5:3 Lecture 95 Design of Experiments Interview Question 2 0:20 Lecture 96 Design of Experiments Interview Question 2 - Solution 3:47 Lecture 97 Design of Experiments Interview Question 3 0:35 Lecture 98 Design of Experiments Interview Question 3 - Solution Lecture 99 Design of Experiments Interview Question 4 0:18 Lecture 100 Design of Experiments Interview Question 4 - Solution 2:27

Section 11 : Coding Questions

 Lecture 101 Introduction to Coding Section 1:10 Lecture 102 Coding Interview Question 1 2:32 Lecture 103 Coding Interview Question 1 - SOLUTION 6:13 Lecture 104 Coding Interview Question 2 1:30 Lecture 105 Coding Interview Question 2 - SOLUTION Lecture 106 Coding Interview Question 3 1:44 Lecture 107 Coding Interview Question 3 - SOLUTION 5:47 Lecture 108 Coding Interview Question 4 1:0 Lecture 109 Coding Interview Question 4 - SOLUTION 3:17