Section 1 : Course Overview
Lecture 1 INTRODUCTION TO BRAINMEASURES PROCTOR SYSTEM
Lecture 2 Curriculum Overview 00:03:55 Duration
Lecture 3 About Proctor Testing

Section 2 : Data Science Career Overview
Lecture 1 Why a choose a career in Data Science 00:02:35 Duration
Lecture 2 Data Science is Interdisciplinary 00:02:29 Duration
Lecture 3 Data Science Position and Titles 00:03:58 Duration
Lecture 4 Thoughts on Higher Education 00:04:55 Duration

Section 3 : Data Science Interview Preparation
Lecture 1 Introduction to Interview Preparation 00:00:39 Duration
Lecture 2 Technical Tools of the Trade 00:06:26 Duration
Lecture 3 Theory Knowledge
Lecture 4 Machine Learning Knowledge 00:02:08 Duration
Lecture 5 Software Knowledge 00:02:49 Duration
Lecture 6 How do I know when Im ready 00:04:49 Duration

Section 4 : The Data Science Interview Process
Lecture 1 Resumes 00:09:36 Duration
Lecture 2 Interview Process 00:06:27 Duration
Lecture 3 Landing Interviews 00:07:19 Duration
Lecture 4 Negotiating Offers 00:06:55 Duration

Section 5 : Probability Theory Interview Questions
Lecture 1 Introduction to Probability Interview Questions 00:00:59 Duration
Lecture 2 Probability Question 1 00:00:38 Duration
Lecture 3 Solution for Probability Question 1 00:04:44 Duration
Lecture 4 Probability Question 2 00:00:21 Duration
Lecture 5 Solution for Probability Question 2 00:00:55 Duration
Lecture 6 Probability Question 3 00:00:29 Duration
Lecture 7 Solution for Probability Question 3 00:00:48 Duration
Lecture 8 Probability Question 4 00:01:44 Duration
Lecture 9 Solution for Probability Question 4 00:02:09 Duration
Lecture 10 Probability Question 5 00:00:41 Duration
Lecture 11 Solution for Probability Question 5 00:02:27 Duration
Lecture 12 Probability Question 6 00:00:34 Duration
Lecture 13 Solution for Probability Question 6 00:02:17 Duration
Lecture 14 Note about Probability Interview Question 7
Lecture 15 Probability Question 7 00:00:52 Duration
Lecture 16 Solution for Probability Question 7 00:05:00 Duration
Lecture 17 Probability Question 8 00:00:34 Duration
Lecture 18 Solution for Probability Question 8 00:02:20 Duration
Lecture 19 Probability Question 9 00:00:30 Duration
Lecture 20 Solution for Probability Question 9 00:01:10 Duration

Section 6 : Statistics Interview Questions
Lecture 1 Introduction to Statistics Interview Questions 00:00:38 Duration
Lecture 2 Statistics Interview Question 1 00:01:21 Duration
Lecture 3 Solution for Statistics Interview Question 1 00:04:23 Duration
Lecture 4 Statistics Interview Question 2 00:00:46 Duration
Lecture 5 Solution for Statistics Interview Question 2 00:03:15 Duration
Lecture 6 Statistics Interview Question 3 00:00:29 Duration
Lecture 7 Solution for Statistics Interview Question 3 00:04:06 Duration
Lecture 8 Statistics Interview Question 4 00:01:14 Duration
Lecture 9 Solution for Statistics Interview Question 4 00:02:56 Duration
Lecture 10 Statistics Interview Question 5 00:01:31 Duration
Lecture 11 Solution for Statistics Interview Question 5 00:05:55 Duration

Section 7 : Product Analysis and Business Metrics Interview Questions
Lecture 1 Introduction to Product Design and Metrics 00:00:39 Duration
Lecture 2 Product Design and Metrics - Interview Question 1 00:00:45 Duration
Lecture 3 Product Design and Metrics - Interview Question 1 - Solution 00:04:19 Duration
Lecture 4 Product Design and Metrics - Interview Question 2 00:01:30 Duration
Lecture 5 Product Design and Metrics - Interview Question 2 - Solution 00:02:25 Duration
Lecture 6 Product Design and Metrics - Interview Question 3 00:00:42 Duration
Lecture 7 Product Design and Metrics - Interview Question 3 - Solution 00:02:02 Duration
Lecture 8 Product Design and Metrics - Interview Question 4 00:00:48 Duration
Lecture 9 Product Design and Metrics - Interview Question 4 - Solution 00:01:20 Duration
Lecture 10 Product Design and Metrics - Interview Question 5 00:02:23 Duration
Lecture 11 Product Design and Metrics - Interview Question 5 - Solution 00:03:22 Duration

Section 8 : Working with Data Interview Questions
Lecture 1 Introduction to SQL Questions 00:01:15 Duration
Lecture 2 Data with SQL - Interview Question 1 00:00:20 Duration
Lecture 3 Data with SQL - Interview Question 1 -Solution 00:01:05 Duration
Lecture 4 Data with SQL - Interview Question 2 00:00:21 Duration
Lecture 5 Data with SQL - Interview Question 2 - Solution 00:00:58 Duration
Lecture 6 Data with SQL - Interview Question 3 00:00:26 Duration
Lecture 7 Data with SQL - Interview Question 3 - Solution 00:00:45 Duration
Lecture 8 Data with SQL - Interview Question 4 00:01:09 Duration
Lecture 9 Data with SQL - Interview Question 4 - Solution 00:01:50 Duration
Lecture 10 Data with SQL - Interview Question 5 00:00:29 Duration
Lecture 11 Data with SQL - Interview Question 5 - Solution 00:01:06 Duration

Section 9 : Machine Learning Interview Questions
Lecture 1 Introduction to Machine Learning Interview Questions 00:00:58 Duration
Lecture 2 Machine Learning Interview Question 1 00:00:24 Duration
Lecture 3 Machine Learning Interview Question 1 - Solution
Lecture 4 Machine Learning Interview Question 2 00:00:16 Duration
Lecture 5 Machine Learning Interview Question 2 - Solution 00:02:28 Duration
Lecture 6 Machine Learning Interview Question 3 00:00:15 Duration
Lecture 7 Machine Learning Interview Question 3 - Solution 00:02:35 Duration
Lecture 8 Machine Learning Interview Question 4 00:00:14 Duration
Lecture 9 Machine Learning Interview Question 4 - Solution
Lecture 10 Machine Learning Interview Question 5 00:00:15 Duration
Lecture 11 Machine Learning Interview Question 5 - Solution 00:01:32 Duration
Lecture 12 Machine Learning Interview Question 6 00:00:32 Duration
Lecture 13 Machine Learning Interview Question 6 - Solution 00:00:43 Duration
Lecture 14 Machine Learning Interview Question 7 00:00:19 Duration
Lecture 15 Machine Learning Interview Question 7 - Solution 00:01:58 Duration
Lecture 16 Machine Learning Interview Question 8 00:00:21 Duration
Lecture 17 Machine Learning Interview Question 8 - Solution 00:02:13 Duration
Lecture 18 Machine Learning Interview Question 9 00:00:19 Duration
Lecture 19 Machine Learning Interview Question 9 - Solution 00:02:12 Duration
Lecture 20 Machine Learning Interview Question 10 00:00:12 Duration
Lecture 21 Machine Learning Interview Question 10 - Solution 00:02:05 Duration

Section 10 : Design of Experiments Interview Questions
Lecture 1 Introduction to Design of Experiments 00:00:29 Duration
Lecture 2 Design of Experiments Interview Question 1 00:00:31 Duration
Lecture 3 Design of Experiments Interview Question 1 - Solution 00:05:03 Duration
Lecture 4 Design of Experiments Interview Question 2 00:00:20 Duration
Lecture 5 Design of Experiments Interview Question 2 - Solution 00:03:47 Duration
Lecture 6 Design of Experiments Interview Question 3 00:00:35 Duration
Lecture 7 Design of Experiments Interview Question 3 - Solution
Lecture 8 Design of Experiments Interview Question 4 00:00:18 Duration
Lecture 9 Design of Experiments Interview Question 4 - Solution 00:02:27 Duration

Section 11 : Coding Questions
Lecture 1 Introduction to Coding Section 00:01:10 Duration
Lecture 2 Coding Interview Question 1 00:02:32 Duration
Lecture 3 Coding Interview Question 1 - SOLUTION 00:06:13 Duration
Lecture 4 Coding Interview Question 2 00:01:30 Duration
Lecture 5 Coding Interview Question 2 - SOLUTION
Lecture 6 Coding Interview Question 3 00:01:44 Duration
Lecture 7 Coding Interview Question 3 - SOLUTION 00:05:47 Duration
Lecture 8 Coding Interview Question 4 00:01:00 Duration
Lecture 9 Coding Interview Question 4 - SOLUTION 00:03:17 Duration