For an overview of all of the units and tech tree lines available to the Zerg, head over to the official StarCraft 2 site. There are three important elements to consider in the StarCraft 2 economy: Minerals, Vespene Gas and Supply. Minerals are the most primitive resource, Vespene Gas is used to build advanced units, and your Supply level limits how many units you can field at any given time.
When you begin a match, you'll have a patch of minerals to harvest and units to start the harvesting process. You are encouraged to keep building a number of workers to ensure the harvesting rate increases over time.
Note that certain yellow-coloured Mineral fields grant a greater yield, although you shouldn't worry too much about this in your early days. The green Vespene Gas geysers allow you to harvest a second mineral, but each race has to build a specific structure on top of the gas patch first.
Get extraction of the gas up and running very quickly in each game, as you'll need it sooner rather than later. You can increase the Supply value of your base by building certain structures nearby. Should you find yourself unable to build a new unit because you lack Supply, you are considered Supply-capped. You should avoid this situation at all costs. It is vital that you grow your economy continuously throughout each match, harvest more and more resources, and ensure you have the necessary Supply infrastructure in place at all times.
By managing all three of these elements, you hope to use your resources and production in as efficient a manner as possible. It's a lot to juggle, and our Macro and Micro section below contains more information about building out your fighting force.
Two of the terms you'll hear mentioned a huge amount in discussion of StarCraft 2 are the twin pillars of the game's strategy: Macro and Micro. Put very simply, Macro concerns the maintenance of your economy (keeping workers busy, resources flowing and so on), as well as the growth of your overall fighting force, pursuing whatever pre-determined strategy you've decided to work towards. Micromanagement, on the other hand, refers to the more fiddly business of controlling individual elements of your army, or groups of fighting units.
It is absolutely vital that you pay close attention to both of these elements, and continue doing so at every stage of any given match. Fail to do so and you might find yourself starved of resources to rebuild after a fiddly, losing battle. Spend too much time playing SimCity, on the other hand, and you'll lack both the intel and means to defend against your opponent's mounting forces.
Take comfort from the fact this process comes naturally to nobody, and in each match you should simply focus on trying to do one thing better than you did in the previous match. If you keep practising in this way, then you'll eventually find yourself passively improving at monitoring both elements of the game.
It's a painful learning process, but a necessary one and you will get better if you persevere. To make things a little easier on yourself, it's important to go into each game with something called a build order in mind.
The following section contains a little more information on this point, as well as a beginner's example for each race.
Build orders are quite simply your pre-determined production plans for the earliest stages of the game - what you're going to build and when you're going to build it. This ensures you have a goal to work towards, and helps you work efficiently towards achieving it. There are more build order options out there than we could possibly summarise in any one guide such as this, but we wanted to highlight a solid starting list for each race that you can use to get going with.This season things are going better.
The crocodiles are sixth and managed to catch 24. They are without a lose in 11 consecu. They was last in the table after 4 rounds and without a win after 2 draws and 2 loses.
Now their focus will be in league as no chances for anything in Europa. Their debut campaign in Europea. So for first time they are in Europa League group stage and already.
They won 3 points and have chances only for third place in the group, but need a win or draw in this game. The Spaniards are still unbeaten in this Europa League and with eleven points from five rounds, they are already guaranteed.
After 5 rounds, Zenit St. They had to surrender the leading position to CFR Cluj after two consecutive losses. But afterwards they came a r. After 20 rounds, Steaua Bucuresti total get 41 points and place the 2nd of the ROM D1. In last round, Marseille got a 1-1 draw with Konyaspor on the road.
In the league, it has no less than seventeen points behind leader Brondby. The Basques are in second place with twelve points, at one point behind leader Zenit St. This is a game that the home side will hope they can get a result out of but they will know that they wil. The club A great achievement, because the Belarusian did not end up in a staggered bed in the U.
So their ranking is last on the UEFA EL table. The Czechs won in Group A with 0-2 at last minute Maccabi Tel Aviv and saw at the same. This is a game between the two best sides in this group and as a resul. Therefore, the upcoming game is of a high importance. Everton only got a draw result by 2-2 with home advantage in their first clash. Apollon Limassol kept un. Rijeka lost for two games.
The recent situation of Young Boys was not stable, their home performance was good but away pe. FC Vardar Skopje lost previous 5 games on group stage and ranked the bottom of the table. FC Copenhagen takes the advantage of playing at home and will be more ambitious for this game.
Sheriff Tiraspol needs to keep unbeaten and t. Atalanta score 1 goal on away field and if they won this round or finish the game with 0:0, they will directly qualify int. They are going to end the group phase on this position, regardless of the outcome of the last match. The team kept unbeaten records recently.
They performed mediocre in recent league games. This is the final round. Independiente currently rank No. Independiente got 3 wins. Although they were as away for continuous 3 games, their situation was not so good. After 5 rounds, FC Porto got 2 wins, 1 draw, and 2 losses and placed the 2nd of the table. Small chances for the first place as n.This is the best online course I have ever taken.
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Now with all of that being said, would you believe that only 23 percent of customers have every submitted an online review or rating. Most reviews also center around the negative, because that's when most consumers feel it's important to let their voice be heard. How can you change this. We know that customers are searching for information, but not finding the content that you want them to find, so how can we encourage product or service reviews.
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The same is true when it comes to customer reviews. A company that stands out in my mind that does a phenomenal job at getting reviews is Amazon. Take a look at their strategy, is there anything that you could implement into your business that would help you in getting more reviews. Use this as the last resort, most customers will leave a review without an incentive, but sometimes an incentive can motivate them to act quickly and get that review posted.
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When you get a positive review be sure to say thank you. How many emails do you send out a day. How many emails does your company send out a day. Include a review link in your standard email signature, you'll be surprised at how many will use it. When it comes to marketing we can all learn from companies that do it really well. Please enter a valid email address.
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If a tied game is called or suspended and the natural conclusion of a game requires a winner then bets on the relevant Race To quote will be made void. MLB game is called, or suspended at 3-3 after 10 innings, all bets on Race To 4 will be void.
Team to Score Next - In the event that the game is abandoned all markets on runs already scored will stand. Statistics accrued in any other League do not count. Player to Hit the most Home Runs - Refers to the number of Home Runs recorded by the MLB official scorers.
To Win Pennant - The team that progresses to the World Series will be deemed the winner of the pennant. Bets are void if the statutory number of games (according to the respective governing organisations) are not completed or are changed. All games must start on the scheduled date (local stadium time) for bets to have action. If the home and away team for a listed match play the fixture at the away team venue then bets will stand providing the home team is still officially designated as such, otherwise bets will be void.
There must be 5 minutes or less of scheduled game time left for bets to have action, unless the specific market outcome is already determined. A tie in regulation time leads to an untimed overtime period, which is won by the first team to score two points in overtime. Wagering is available on the performance of a named player in a variety of achievements e. Relevant players must be dressed and see court-time for bets to have action.
Overtime counts for any player props unless specified otherwise. Individual player's performances are matched for betting purposes in a player match-up. Handicaps may be used and are applied to each player's actual score to determine the result. If a game is postponed or cancelled after the start there must be 5 minutes or less of scheduled game time left for bets to have action. The first half must be completed for first half bets to stand.
If a game is postponed or cancelled after the start, for game and second half bets there must be 5 minutes or less remaining for bets to have action, unless settlement of bets is already determined. The quarter must be completed for bets to have action, unless settlement of bets is already determined. To Win Conference - The team that progresses to the NBA Championship will be deemed the winner of the conference.
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Be unique within a given project (for models) or model (for versions). There are no rules for names beyond those technical requirements, but here are some best-practices: Model names should be descriptive and distinctiveyou may need to pick them out of lists of many names in logs or reports. Version names are best kept short and simple. Model and version limits The Cloud ML Engine quota policy sets a limit of 100 models per project and limits the total number of versions (combined between all models) to 200.
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Runtime version Cloud ML Engine uses the latest stable runtime version to deploy your model version unless you specify a different supported one. The runtime version primarily determines the version of TensorFlow that the prediction service uses to run your model.
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This means that you are charged the hourly rate for each node from the moment you create the version until you delete it. You can't change this value without deploying your model to a different version. Staging bucket If you are using the gcloud command-line tool to deploy your model, you can use a SavedModel on your local computer. Graph changes for prediction You may have included TensorFlow Ops in your computation graph that were useful primarily in the context of training.
Getting predictions You can send new data to your deployed model versions to get predictions. Online prediction versus batch prediction Cloud ML Engine provides two ways to get predictions from trained models: online prediction (sometimes called HTTP prediction), and batch prediction.
The differences are shown in the following table: Online prediction Batch prediction Optimized to minimize the latency of serving predictions.
Optimized to handle a high volume of instances in a job and to run more complex models. Can process one or more instances per request. Predictions returned in the response message. Predictions written to output files in a Cloud Storage location that you specify.We are now ready for a few examples of logistic regressions.
The data set has 200 observations and the outcome variable used will be hon, indicating if a student is in an honors class or not. We will purposely ignore all the significance tests and focus on the meaning of the regression coefficients. The output on this page was created using Stata with some editing. What is p here. In other words, the intercept from the model with no predictor variables is the estimated log odds of being in honors class for the whole population of interest.
Writing it in an equation, the model describes the following linear relationship. Now we can relate the odds for males and females and the output from the logistic regression. The intercept of -1. Using the odds we calculated above for males, we can confirm this: log(. The coefficient for female is the log of odds ratio between the female group and male group: log(1.
So we can get the odds ratio by exponentiating the coefficient for female. Most statistical packages display both the raw regression coefficients and the exponentiated coefficients for logistic regression models. The table below is created by Stata.
In other words, the odds of being in an honors class when the math score is zero is exp(-9. These odds are very low, but if we look at the distribution of the variable math, we will see that no one in the sample has math score lower than 30. In fact, all the test scores in the data set were standardized around mean of 50 and standard deviation of 10. So the intercept in this model corresponds to the log odds of being in an honors class when math is at the hypothetical value of zero.
How do we interpret the coefficient for math.
We will use 54. Then the conditional logit of being in an honors class when the math score is held at 54 isWe can examine the effect of a one-unit increase in math score. When the math score is held at 55, the conditional logit of being in an honors class isWe can say now that the coefficient for math is the difference in the log odds. In other words, for a one-unit increase in the math score, the expected change in log odds is.
Can we translate this change in log odds to the change in odds. Recall that logarithm converts multiplication and division to addition and subtraction. Its inverse, the exponentiation converts addition and subtraction back to multiplication and division.
Applying such a model to our example dataset, each estimated coefficient is the expected change in the log odds of being in an honors class for a unit increase in the corresponding predictor variable holding the other predictor variables constant at certain value. Each exponentiated coefficient is the ratio of two odds, or the change in odds in the multiplicative scale for a unit increase in the corresponding predictor variable holding other variables at certain value.
Here is an example. In all the previous examples, we have said that the regression coefficient of a variable corresponds to the change in log odds and its exponentiated form corresponds to the odds ratio.
This is only true when our model does not have any interaction terms. The interpretation of the regression coefficients become more involved. In this simple example where we examine the interaction of a binary variable and a continuous variable, we can think that we actually have two equations: one for males and one for females.
Now we can map the logistic regression output to these two equations. More explicitly, we can say that for male students, a one-unit increase in math score yields a change in log odds of 0.
On the other hand, for the female students, a one-unit increase in math score yields a change in log odds of (. In terms of odds ratios, we can say that for male students, the odds ratio is exp(. The ratio of these two odds ratios (female over male) turns out to be the exponentiated coefficient for the interaction term of female by math: 1.
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